FileBase /isis1/DataGab/Rat09-20140403/Rat09-20140403
ElecNo 10
MinClusters 20
MaxClusters 25
MaxPossibleClusters 200
nStarts 1
RandomSeed 1
Debug 0
Verbose 1
UseFeatures 1111111111111111111111110
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
help 0
Loaded 1767250 data points of dimension 24.
Starting from 20 clusters...
Entering ConstructFrom:
--- Running on subset of 589083 points ---
Entering CEM
Assigned 20 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31337 members
Mstep: Class 2 contains 31045 members
Mstep: Class 3 contains 30960 members
Mstep: Class 4 contains 30882 members
Mstep: Class 5 contains 31039 members
Mstep: Class 6 contains 31135 members
Mstep: Class 7 contains 30735 members
Mstep: Class 8 contains 30944 members
Mstep: Class 9 contains 30945 members
Mstep: Class 10 contains 31120 members
Mstep: Class 11 contains 30966 members
Mstep: Class 12 contains 30870 members
Mstep: Class 13 contains 31070 members
Mstep: Class 14 contains 31089 members
Mstep: Class 15 contains 31151 members
Mstep: Class 16 contains 30990 members
Mstep: Class 17 contains 31047 members
Mstep: Class 18 contains 30953 members
Mstep: Class 19 contains 30805 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 14. Lose 1031.234131 but Gain 2159.027344
Score: -65098360.000000 Penalty: 38862.492188
Iteration 0F: 19 clusters Score -6.509836e+07 nChanged 557085
Entering Unmasked Mstep
Mstep: Class 0 contains 271 members
Mstep: Class 1 contains 18963 members
Mstep: Class 2 contains 68302 members
Mstep: Class 3 contains 35653 members
Mstep: Class 4 contains 37492 members
Mstep: Class 5 contains 5351 members
Mstep: Class 6 contains 37666 members
Mstep: Class 7 contains 21488 members
Mstep: Class 8 contains 21664 members
Mstep: Class 9 contains 43822 members
Mstep: Class 10 contains 64652 members
Mstep: Class 11 contains 20616 members
Mstep: Class 12 contains 39028 members
Mstep: Class 13 contains 15323 members
Mstep: Class 15 contains 51232 members
Mstep: Class 16 contains 8583 members
Mstep: Class 17 contains 47063 members
Mstep: Class 18 contains 35306 members
Mstep: Class 19 contains 16608 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66009408.000000 Penalty: 38862.492188
Iteration 1F: 19 clusters Score -6.600941e+07 nChanged 185672
Entering Unmasked Mstep
Mstep: Class 0 contains 253 members
Mstep: Class 1 contains 13402 members
Mstep: Class 2 contains 87377 members
Mstep: Class 3 contains 31028 members
Mstep: Class 4 contains 28107 members
Mstep: Class 5 contains 4885 members
Mstep: Class 6 contains 38264 members
Mstep: Class 7 contains 16507 members
Mstep: Class 8 contains 22085 members
Mstep: Class 9 contains 45910 members
Mstep: Class 10 contains 81603 members
Mstep: Class 11 contains 18981 members
Mstep: Class 12 contains 32930 members
Mstep: Class 13 contains 12632 members
Mstep: Class 15 contains 50859 members
Mstep: Class 16 contains 3844 members
Mstep: Class 17 contains 44914 members
Mstep: Class 18 contains 35372 members
Mstep: Class 19 contains 20130 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66279816.000000 Penalty: 38862.492188
Iteration 2F: 19 clusters Score -6.627982e+07 nChanged 151172
Entering Unmasked Mstep
Mstep: Class 0 contains 220 members
Mstep: Class 1 contains 11020 members
Mstep: Class 2 contains 106680 members
Mstep: Class 3 contains 32825 members
Mstep: Class 4 contains 22941 members
Mstep: Class 5 contains 4142 members
Mstep: Class 6 contains 34809 members
Mstep: Class 7 contains 12531 members
Mstep: Class 8 contains 23375 members
Mstep: Class 9 contains 41920 members
Mstep: Class 10 contains 90719 members
Mstep: Class 11 contains 18996 members
Mstep: Class 12 contains 30288 members
Mstep: Class 13 contains 8592 members
Mstep: Class 15 contains 45790 members
Mstep: Class 16 contains 2432 members
Mstep: Class 17 contains 40949 members
Mstep: Class 18 contains 32971 members
Mstep: Class 19 contains 27883 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66471040.000000 Penalty: 38862.492188
Iteration 3F: 19 clusters Score -6.647104e+07 nChanged 123458
Entering Unmasked Mstep
Mstep: Class 0 contains 193 members
Mstep: Class 1 contains 9795 members
Mstep: Class 2 contains 124192 members
Mstep: Class 3 contains 38817 members
Mstep: Class 4 contains 19118 members
Mstep: Class 5 contains 2980 members
Mstep: Class 6 contains 28979 members
Mstep: Class 7 contains 8577 members
Mstep: Class 8 contains 24485 members
Mstep: Class 9 contains 35549 members
Mstep: Class 10 contains 93136 members
Mstep: Class 11 contains 18870 members
Mstep: Class 12 contains 28811 members
Mstep: Class 13 contains 4865 members
Mstep: Class 15 contains 38665 members
Mstep: Class 16 contains 2115 members
Mstep: Class 17 contains 39045 members
Mstep: Class 18 contains 32635 members
Mstep: Class 19 contains 38256 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66609172.000000 Penalty: 38862.492188
Iteration 4F: 19 clusters Score -6.660917e+07 nChanged 97143
Entering Unmasked Mstep
Mstep: Class 0 contains 159 members
Mstep: Class 1 contains 8723 members
Mstep: Class 2 contains 137811 members
Mstep: Class 3 contains 45491 members
Mstep: Class 4 contains 16303 members
Mstep: Class 5 contains 2177 members
Mstep: Class 6 contains 22738 members
Mstep: Class 7 contains 5683 members
Mstep: Class 8 contains 24966 members
Mstep: Class 9 contains 29063 members
Mstep: Class 10 contains 91841 members
Mstep: Class 11 contains 19211 members
Mstep: Class 12 contains 26410 members
Mstep: Class 13 contains 2777 members
Mstep: Class 15 contains 31580 members
Mstep: Class 16 contains 2165 members
Mstep: Class 17 contains 40199 members
Mstep: Class 18 contains 34571 members
Mstep: Class 19 contains 47215 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 13. Lose 1838.975952 but Gain 2159.027344
Score: -66712500.000000 Penalty: 36703.464844
Iteration 5F: 18 clusters Score -6.67125e+07 nChanged 77275
Entering Unmasked Mstep
Mstep: Class 0 contains 114 members
Mstep: Class 1 contains 7796 members
Mstep: Class 2 contains 146857 members
Mstep: Class 3 contains 51317 members
Mstep: Class 4 contains 15569 members
Mstep: Class 5 contains 1677 members
Mstep: Class 6 contains 17215 members
Mstep: Class 7 contains 3848 members
Mstep: Class 8 contains 24981 members
Mstep: Class 9 contains 23887 members
Mstep: Class 10 contains 89473 members
Mstep: Class 11 contains 19903 members
Mstep: Class 12 contains 22819 members
Mstep: Class 15 contains 25591 members
Mstep: Class 16 contains 2310 members
Mstep: Class 17 contains 44426 members
Mstep: Class 18 contains 37197 members
Mstep: Class 19 contains 54103 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66780556.000000 Penalty: 36703.464844
Iteration 6F: 18 clusters Score -6.678056e+07 nChanged 58186
Entering Unmasked Mstep
Mstep: Class 0 contains 74 members
Mstep: Class 1 contains 7026 members
Mstep: Class 2 contains 152258 members
Mstep: Class 3 contains 56723 members
Mstep: Class 4 contains 16762 members
Mstep: Class 5 contains 1284 members
Mstep: Class 6 contains 12299 members
Mstep: Class 7 contains 2692 members
Mstep: Class 8 contains 24722 members
Mstep: Class 9 contains 21073 members
Mstep: Class 10 contains 86128 members
Mstep: Class 11 contains 20695 members
Mstep: Class 12 contains 18443 members
Mstep: Class 15 contains 19927 members
Mstep: Class 16 contains 2434 members
Mstep: Class 17 contains 46617 members
Mstep: Class 18 contains 39060 members
Mstep: Class 19 contains 60866 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66818524.000000 Penalty: 36703.464844
Iteration 7F: 18 clusters Score -6.681852e+07 nChanged 46416
Entering Unmasked Mstep
Mstep: Class 0 contains 60 members
Mstep: Class 1 contains 6409 members
Mstep: Class 2 contains 155685 members
Mstep: Class 3 contains 62218 members
Mstep: Class 4 contains 19038 members
Mstep: Class 5 contains 1073 members
Mstep: Class 6 contains 8499 members
Mstep: Class 7 contains 2018 members
Mstep: Class 8 contains 24546 members
Mstep: Class 9 contains 19561 members
Mstep: Class 10 contains 82828 members
Mstep: Class 11 contains 21193 members
Mstep: Class 12 contains 13939 members
Mstep: Class 15 contains 15070 members
Mstep: Class 16 contains 2584 members
Mstep: Class 17 contains 47529 members
Mstep: Class 18 contains 39935 members
Mstep: Class 19 contains 66898 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66848696.000000 Penalty: 36703.464844
Iteration 8F: 18 clusters Score -6.68487e+07 nChanged 39256
Entering Unmasked Mstep
Mstep: Class 0 contains 49 members
Mstep: Class 1 contains 5991 members
Mstep: Class 2 contains 157164 members
Mstep: Class 3 contains 67840 members
Mstep: Class 4 contains 21801 members
Mstep: Class 5 contains 975 members
Mstep: Class 6 contains 5663 members
Mstep: Class 7 contains 1633 members
Mstep: Class 8 contains 24718 members
Mstep: Class 9 contains 19183 members
Mstep: Class 10 contains 79828 members
Mstep: Class 11 contains 21425 members
Mstep: Class 12 contains 9953 members
Mstep: Class 15 contains 10971 members
Mstep: Class 16 contains 2758 members
Mstep: Class 17 contains 47642 members
Mstep: Class 18 contains 39932 members
Mstep: Class 19 contains 71557 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66884184.000000 Penalty: 36703.464844
Iteration 9F: 18 clusters Score -6.688418e+07 nChanged 34594
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5582 members
Mstep: Class 2 contains 156253 members
Mstep: Class 3 contains 72972 members
Mstep: Class 4 contains 24554 members
Mstep: Class 5 contains 903 members
Mstep: Class 6 contains 3571 members
Mstep: Class 7 contains 1328 members
Mstep: Class 8 contains 25999 members
Mstep: Class 9 contains 22249 members
Mstep: Class 10 contains 75325 members
Mstep: Class 11 contains 21533 members
Mstep: Class 12 contains 6792 members
Mstep: Class 15 contains 7485 members
Mstep: Class 16 contains 3138 members
Mstep: Class 17 contains 47047 members
Mstep: Class 18 contains 39292 members
Mstep: Class 19 contains 75015 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 7. Lose 2087.591797 but Gain 2159.027344
Score: -66917304.000000 Penalty: 34544.437500
Iteration 10F: 17 clusters Score -6.69173e+07 nChanged 33073
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5253 members
Mstep: Class 2 contains 153864 members
Mstep: Class 3 contains 77141 members
Mstep: Class 4 contains 27230 members
Mstep: Class 5 contains 881 members
Mstep: Class 6 contains 2248 members
Mstep: Class 8 contains 27818 members
Mstep: Class 9 contains 27075 members
Mstep: Class 10 contains 70108 members
Mstep: Class 11 contains 21597 members
Mstep: Class 12 contains 4665 members
Mstep: Class 15 contains 5131 members
Mstep: Class 16 contains 3730 members
Mstep: Class 17 contains 45907 members
Mstep: Class 18 contains 38844 members
Mstep: Class 19 contains 77546 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 6. Lose 1627.438110 but Gain 2159.025391
Score: -66938792.000000 Penalty: 32385.412109
Iteration 11F: 16 clusters Score -6.693879e+07 nChanged 28445
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4878 members
Mstep: Class 2 contains 150873 members
Mstep: Class 3 contains 81018 members
Mstep: Class 4 contains 29793 members
Mstep: Class 5 contains 860 members
Mstep: Class 8 contains 29086 members
Mstep: Class 9 contains 32052 members
Mstep: Class 10 contains 65137 members
Mstep: Class 11 contains 21353 members
Mstep: Class 12 contains 3298 members
Mstep: Class 15 contains 3707 members
Mstep: Class 16 contains 4379 members
Mstep: Class 17 contains 44591 members
Mstep: Class 18 contains 38353 members
Mstep: Class 19 contains 79660 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66955856.000000 Penalty: 32385.412109
Iteration 12Q: 16 clusters Score -6.695586e+07 nChanged 23360
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 4537 members
Mstep: Class 2 contains 147370 members
Mstep: Class 3 contains 84115 members
Mstep: Class 4 contains 32126 members
Mstep: Class 5 contains 846 members
Mstep: Class 8 contains 29735 members
Mstep: Class 9 contains 36401 members
Mstep: Class 10 contains 60140 members
Mstep: Class 11 contains 21025 members
Mstep: Class 12 contains 2473 members
Mstep: Class 15 contains 2914 members
Mstep: Class 16 contains 4949 members
Mstep: Class 17 contains 43159 members
Mstep: Class 18 contains 38073 members
Mstep: Class 19 contains 81176 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66968356.000000 Penalty: 32385.412109
Iteration 13Q: 16 clusters Score -6.696836e+07 nChanged 20777
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 4201 members
Mstep: Class 2 contains 143720 members
Mstep: Class 3 contains 86897 members
Mstep: Class 4 contains 34292 members
Mstep: Class 5 contains 835 members
Mstep: Class 8 contains 30090 members
Mstep: Class 9 contains 40505 members
Mstep: Class 10 contains 55688 members
Mstep: Class 11 contains 20708 members
Mstep: Class 12 contains 2003 members
Mstep: Class 15 contains 2439 members
Mstep: Class 16 contains 5527 members
Mstep: Class 17 contains 41703 members
Mstep: Class 18 contains 38094 members
Mstep: Class 19 contains 82337 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66978376.000000 Penalty: 32385.412109
Iteration 14Q: 16 clusters Score -6.697838e+07 nChanged 18705
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 3895 members
Mstep: Class 2 contains 140172 members
Mstep: Class 3 contains 89455 members
Mstep: Class 4 contains 36411 members
Mstep: Class 5 contains 826 members
Mstep: Class 8 contains 30407 members
Mstep: Class 9 contains 43964 members
Mstep: Class 10 contains 51684 members
Mstep: Class 11 contains 20368 members
Mstep: Class 12 contains 1732 members
Mstep: Class 15 contains 2174 members
Mstep: Class 16 contains 6018 members
Mstep: Class 17 contains 40294 members
Mstep: Class 18 contains 38344 members
Mstep: Class 19 contains 83295 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66987036.000000 Penalty: 32385.412109
Iteration 15Q: 16 clusters Score -6.698704e+07 nChanged 16983
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 3650 members
Mstep: Class 2 contains 136680 members
Mstep: Class 3 contains 91721 members
Mstep: Class 4 contains 38557 members
Mstep: Class 5 contains 824 members
Mstep: Class 8 contains 30553 members
Mstep: Class 9 contains 46992 members
Mstep: Class 10 contains 48374 members
Mstep: Class 11 contains 20123 members
Mstep: Class 12 contains 1601 members
Mstep: Class 15 contains 2004 members
Mstep: Class 16 contains 6430 members
Mstep: Class 17 contains 39017 members
Mstep: Class 18 contains 38586 members
Mstep: Class 19 contains 83927 members
Entering Unmasked Estep
ConsiderDeletion
Score: -66995248.000000 Penalty: 32385.412109
Iteration 16Q: 16 clusters Score -6.699525e+07 nChanged 16020
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 3373 members
Mstep: Class 2 contains 133189 members
Mstep: Class 3 contains 93548 members
Mstep: Class 4 contains 40878 members
Mstep: Class 5 contains 827 members
Mstep: Class 8 contains 30519 members
Mstep: Class 9 contains 49613 members
Mstep: Class 10 contains 45976 members
Mstep: Class 11 contains 19929 members
Mstep: Class 12 contains 1528 members
Mstep: Class 15 contains 1884 members
Mstep: Class 16 contains 6763 members
Mstep: Class 17 contains 37903 members
Mstep: Class 18 contains 38647 members
Mstep: Class 19 contains 84462 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67003792.000000 Penalty: 32385.412109
Iteration 17Q: 16 clusters Score -6.700379e+07 nChanged 15248
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 3104 members
Mstep: Class 2 contains 129817 members
Mstep: Class 3 contains 94738 members
Mstep: Class 4 contains 43139 members
Mstep: Class 5 contains 826 members
Mstep: Class 8 contains 30347 members
Mstep: Class 9 contains 51986 members
Mstep: Class 10 contains 44757 members
Mstep: Class 11 contains 19746 members
Mstep: Class 12 contains 1485 members
Mstep: Class 15 contains 1800 members
Mstep: Class 16 contains 7100 members
Mstep: Class 17 contains 36941 members
Mstep: Class 18 contains 38333 members
Mstep: Class 19 contains 84920 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67011768.000000 Penalty: 32385.412109
Iteration 18Q: 16 clusters Score -6.701177e+07 nChanged 14237
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 2878 members
Mstep: Class 2 contains 126690 members
Mstep: Class 3 contains 95276 members
Mstep: Class 4 contains 45323 members
Mstep: Class 5 contains 824 members
Mstep: Class 8 contains 30034 members
Mstep: Class 9 contains 54196 members
Mstep: Class 10 contains 44482 members
Mstep: Class 11 contains 19615 members
Mstep: Class 12 contains 1451 members
Mstep: Class 15 contains 1752 members
Mstep: Class 16 contains 7317 members
Mstep: Class 17 contains 36159 members
Mstep: Class 18 contains 37766 members
Mstep: Class 19 contains 85276 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67017760.000000 Penalty: 32385.412109
Iteration 19Q: 16 clusters Score -6.701776e+07 nChanged 12831
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 2672 members
Mstep: Class 2 contains 123872 members
Mstep: Class 3 contains 95149 members
Mstep: Class 4 contains 47464 members
Mstep: Class 5 contains 824 members
Mstep: Class 8 contains 29719 members
Mstep: Class 9 contains 56295 members
Mstep: Class 10 contains 44778 members
Mstep: Class 11 contains 19531 members
Mstep: Class 12 contains 1417 members
Mstep: Class 15 contains 1712 members
Mstep: Class 16 contains 7481 members
Mstep: Class 17 contains 35502 members
Mstep: Class 18 contains 37132 members
Mstep: Class 19 contains 85491 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67023032.000000 Penalty: 32385.412109
Iteration 20F: 16 clusters Score -6.702303e+07 nChanged 12375
Entering Unmasked Mstep
Mstep: Class 0 contains 44 members
Mstep: Class 1 contains 2504 members
Mstep: Class 2 contains 121376 members
Mstep: Class 3 contains 94515 members
Mstep: Class 4 contains 49512 members
Mstep: Class 5 contains 809 members
Mstep: Class 8 contains 29312 members
Mstep: Class 9 contains 58471 members
Mstep: Class 10 contains 45056 members
Mstep: Class 11 contains 19492 members
Mstep: Class 12 contains 1425 members
Mstep: Class 15 contains 1762 members
Mstep: Class 16 contains 7595 members
Mstep: Class 17 contains 34935 members
Mstep: Class 18 contains 36671 members
Mstep: Class 19 contains 85604 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67028872.000000 Penalty: 32385.412109
Iteration 21Q: 16 clusters Score -6.702887e+07 nChanged 12826
Entering Unmasked Mstep
Mstep: Class 0 contains 43 members
Mstep: Class 1 contains 2366 members
Mstep: Class 2 contains 119073 members
Mstep: Class 3 contains 93419 members
Mstep: Class 4 contains 51584 members
Mstep: Class 5 contains 804 members
Mstep: Class 8 contains 28913 members
Mstep: Class 9 contains 60536 members
Mstep: Class 10 contains 45333 members
Mstep: Class 11 contains 19499 members
Mstep: Class 12 contains 1415 members
Mstep: Class 15 contains 1779 members
Mstep: Class 16 contains 7643 members
Mstep: Class 17 contains 34466 members
Mstep: Class 18 contains 36577 members
Mstep: Class 19 contains 85633 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67038716.000000 Penalty: 32385.412109
Iteration 22Q: 16 clusters Score -6.703872e+07 nChanged 13498
Entering Unmasked Mstep
Mstep: Class 0 contains 43 members
Mstep: Class 1 contains 2256 members
Mstep: Class 2 contains 116758 members
Mstep: Class 3 contains 91283 members
Mstep: Class 4 contains 53765 members
Mstep: Class 5 contains 795 members
Mstep: Class 8 contains 28434 members
Mstep: Class 9 contains 62426 members
Mstep: Class 10 contains 46757 members
Mstep: Class 11 contains 19552 members
Mstep: Class 12 contains 1404 members
Mstep: Class 15 contains 1785 members
Mstep: Class 16 contains 7665 members
Mstep: Class 17 contains 34068 members
Mstep: Class 18 contains 36576 members
Mstep: Class 19 contains 85516 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67051640.000000 Penalty: 32385.412109
Iteration 23Q: 16 clusters Score -6.705164e+07 nChanged 13422
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 2149 members
Mstep: Class 2 contains 114004 members
Mstep: Class 3 contains 87961 members
Mstep: Class 4 contains 55961 members
Mstep: Class 5 contains 795 members
Mstep: Class 8 contains 27827 members
Mstep: Class 9 contains 64294 members
Mstep: Class 10 contains 50516 members
Mstep: Class 11 contains 19671 members
Mstep: Class 12 contains 1399 members
Mstep: Class 15 contains 1786 members
Mstep: Class 16 contains 7688 members
Mstep: Class 17 contains 33751 members
Mstep: Class 18 contains 36014 members
Mstep: Class 19 contains 85225 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67058000.000000 Penalty: 32385.412109
Iteration 24Q: 16 clusters Score -6.7058e+07 nChanged 12115
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 2075 members
Mstep: Class 2 contains 111224 members
Mstep: Class 3 contains 84423 members
Mstep: Class 4 contains 58438 members
Mstep: Class 5 contains 795 members
Mstep: Class 8 contains 27263 members
Mstep: Class 9 contains 66092 members
Mstep: Class 10 contains 54460 members
Mstep: Class 11 contains 19724 members
Mstep: Class 12 contains 1574 members
Mstep: Class 15 contains 1780 members
Mstep: Class 16 contains 7678 members
Mstep: Class 17 contains 33492 members
Mstep: Class 18 contains 35165 members
Mstep: Class 19 contains 84858 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67062328.000000 Penalty: 32385.412109
Iteration 25Q: 16 clusters Score -6.706233e+07 nChanged 11552
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 2013 members
Mstep: Class 2 contains 108606 members
Mstep: Class 3 contains 80649 members
Mstep: Class 4 contains 61111 members
Mstep: Class 5 contains 795 members
Mstep: Class 8 contains 26624 members
Mstep: Class 9 contains 68039 members
Mstep: Class 10 contains 58428 members
Mstep: Class 11 contains 19718 members
Mstep: Class 12 contains 1791 members
Mstep: Class 15 contains 1796 members
Mstep: Class 16 contains 7673 members
Mstep: Class 17 contains 33224 members
Mstep: Class 18 contains 34139 members
Mstep: Class 19 contains 84435 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67066032.000000 Penalty: 32385.412109
Iteration 26Q: 16 clusters Score -6.706603e+07 nChanged 11424
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1965 members
Mstep: Class 2 contains 106145 members
Mstep: Class 3 contains 76670 members
Mstep: Class 4 contains 63936 members
Mstep: Class 5 contains 796 members
Mstep: Class 8 contains 25930 members
Mstep: Class 9 contains 70009 members
Mstep: Class 10 contains 62448 members
Mstep: Class 11 contains 19661 members
Mstep: Class 12 contains 2015 members
Mstep: Class 15 contains 1812 members
Mstep: Class 16 contains 7689 members
Mstep: Class 17 contains 33000 members
Mstep: Class 18 contains 32931 members
Mstep: Class 19 contains 84034 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67069828.000000 Penalty: 32385.412109
Iteration 27Q: 16 clusters Score -6.706983e+07 nChanged 11721
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1915 members
Mstep: Class 2 contains 103755 members
Mstep: Class 3 contains 72406 members
Mstep: Class 4 contains 67102 members
Mstep: Class 5 contains 795 members
Mstep: Class 8 contains 25147 members
Mstep: Class 9 contains 71953 members
Mstep: Class 10 contains 66711 members
Mstep: Class 11 contains 19563 members
Mstep: Class 12 contains 2208 members
Mstep: Class 15 contains 1825 members
Mstep: Class 16 contains 7681 members
Mstep: Class 17 contains 32804 members
Mstep: Class 18 contains 31533 members
Mstep: Class 19 contains 83643 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67073676.000000 Penalty: 32385.412109
Iteration 28Q: 16 clusters Score -6.707368e+07 nChanged 12054
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1873 members
Mstep: Class 2 contains 101480 members
Mstep: Class 3 contains 67989 members
Mstep: Class 4 contains 70533 members
Mstep: Class 5 contains 798 members
Mstep: Class 8 contains 24325 members
Mstep: Class 9 contains 73940 members
Mstep: Class 10 contains 71108 members
Mstep: Class 11 contains 19424 members
Mstep: Class 12 contains 2389 members
Mstep: Class 15 contains 1842 members
Mstep: Class 16 contains 7688 members
Mstep: Class 17 contains 32627 members
Mstep: Class 18 contains 29856 members
Mstep: Class 19 contains 83169 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67077868.000000 Penalty: 32385.412109
Iteration 29Q: 16 clusters Score -6.707787e+07 nChanged 12271
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1837 members
Mstep: Class 2 contains 99323 members
Mstep: Class 3 contains 63448 members
Mstep: Class 4 contains 74236 members
Mstep: Class 5 contains 798 members
Mstep: Class 8 contains 23539 members
Mstep: Class 9 contains 75829 members
Mstep: Class 10 contains 75548 members
Mstep: Class 11 contains 19236 members
Mstep: Class 12 contains 2570 members
Mstep: Class 15 contains 1846 members
Mstep: Class 16 contains 7695 members
Mstep: Class 17 contains 32426 members
Mstep: Class 18 contains 28023 members
Mstep: Class 19 contains 82687 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67081960.000000 Penalty: 32385.412109
Iteration 30Q: 16 clusters Score -6.708196e+07 nChanged 12230
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1795 members
Mstep: Class 2 contains 97320 members
Mstep: Class 3 contains 58846 members
Mstep: Class 4 contains 78271 members
Mstep: Class 5 contains 800 members
Mstep: Class 8 contains 22764 members
Mstep: Class 9 contains 77498 members
Mstep: Class 10 contains 79883 members
Mstep: Class 11 contains 19021 members
Mstep: Class 12 contains 2721 members
Mstep: Class 15 contains 1848 members
Mstep: Class 16 contains 7675 members
Mstep: Class 17 contains 32237 members
Mstep: Class 18 contains 26149 members
Mstep: Class 19 contains 82213 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67086440.000000 Penalty: 32385.412109
Iteration 31Q: 16 clusters Score -6.708644e+07 nChanged 11836
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1779 members
Mstep: Class 2 contains 95320 members
Mstep: Class 3 contains 54575 members
Mstep: Class 4 contains 82430 members
Mstep: Class 5 contains 802 members
Mstep: Class 8 contains 22028 members
Mstep: Class 9 contains 78954 members
Mstep: Class 10 contains 83817 members
Mstep: Class 11 contains 18738 members
Mstep: Class 12 contains 2838 members
Mstep: Class 15 contains 1842 members
Mstep: Class 16 contains 7675 members
Mstep: Class 17 contains 32060 members
Mstep: Class 18 contains 24397 members
Mstep: Class 19 contains 81786 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67091016.000000 Penalty: 32385.412109
Iteration 32Q: 16 clusters Score -6.709102e+07 nChanged 10978
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1763 members
Mstep: Class 2 contains 93423 members
Mstep: Class 3 contains 50844 members
Mstep: Class 4 contains 86553 members
Mstep: Class 5 contains 803 members
Mstep: Class 8 contains 21326 members
Mstep: Class 9 contains 80184 members
Mstep: Class 10 contains 87024 members
Mstep: Class 11 contains 18391 members
Mstep: Class 12 contains 2957 members
Mstep: Class 15 contains 1841 members
Mstep: Class 16 contains 7659 members
Mstep: Class 17 contains 31887 members
Mstep: Class 18 contains 23046 members
Mstep: Class 19 contains 81340 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67094672.000000 Penalty: 32385.412109
Iteration 33Q: 16 clusters Score -6.709467e+07 nChanged 9612
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1762 members
Mstep: Class 2 contains 91698 members
Mstep: Class 3 contains 47871 members
Mstep: Class 4 contains 90522 members
Mstep: Class 5 contains 805 members
Mstep: Class 8 contains 20653 members
Mstep: Class 9 contains 81091 members
Mstep: Class 10 contains 89332 members
Mstep: Class 11 contains 17912 members
Mstep: Class 12 contains 3031 members
Mstep: Class 15 contains 1851 members
Mstep: Class 16 contains 7646 members
Mstep: Class 17 contains 31717 members
Mstep: Class 18 contains 22240 members
Mstep: Class 19 contains 80910 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67097408.000000 Penalty: 32385.412109
Iteration 34Q: 16 clusters Score -6.709741e+07 nChanged 8679
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1750 members
Mstep: Class 2 contains 90083 members
Mstep: Class 3 contains 45583 members
Mstep: Class 4 contains 94247 members
Mstep: Class 5 contains 807 members
Mstep: Class 8 contains 20019 members
Mstep: Class 9 contains 81776 members
Mstep: Class 10 contains 91228 members
Mstep: Class 11 contains 17364 members
Mstep: Class 12 contains 3084 members
Mstep: Class 15 contains 1850 members
Mstep: Class 16 contains 7609 members
Mstep: Class 17 contains 31531 members
Mstep: Class 18 contains 21637 members
Mstep: Class 19 contains 80473 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67099484.000000 Penalty: 32385.412109
Iteration 35Q: 16 clusters Score -6.709948e+07 nChanged 7696
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1752 members
Mstep: Class 2 contains 88626 members
Mstep: Class 3 contains 43958 members
Mstep: Class 4 contains 97597 members
Mstep: Class 5 contains 808 members
Mstep: Class 8 contains 19443 members
Mstep: Class 9 contains 82261 members
Mstep: Class 10 contains 92785 members
Mstep: Class 11 contains 16790 members
Mstep: Class 12 contains 3128 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7583 members
Mstep: Class 17 contains 31343 members
Mstep: Class 18 contains 21080 members
Mstep: Class 19 contains 80034 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67100852.000000 Penalty: 32385.412109
Iteration 36Q: 16 clusters Score -6.710085e+07 nChanged 6949
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1748 members
Mstep: Class 2 contains 87247 members
Mstep: Class 3 contains 42836 members
Mstep: Class 4 contains 100571 members
Mstep: Class 5 contains 806 members
Mstep: Class 8 contains 18852 members
Mstep: Class 9 contains 82596 members
Mstep: Class 10 contains 94102 members
Mstep: Class 11 contains 16212 members
Mstep: Class 12 contains 3186 members
Mstep: Class 15 contains 1854 members
Mstep: Class 16 contains 7580 members
Mstep: Class 17 contains 31185 members
Mstep: Class 18 contains 20602 members
Mstep: Class 19 contains 79664 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67102124.000000 Penalty: 32385.412109
Iteration 37Q: 16 clusters Score -6.710212e+07 nChanged 6182
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1735 members
Mstep: Class 2 contains 85972 members
Mstep: Class 3 contains 42214 members
Mstep: Class 4 contains 103210 members
Mstep: Class 5 contains 802 members
Mstep: Class 8 contains 18295 members
Mstep: Class 9 contains 82796 members
Mstep: Class 10 contains 95181 members
Mstep: Class 11 contains 15630 members
Mstep: Class 12 contains 3238 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7590 members
Mstep: Class 17 contains 31067 members
Mstep: Class 18 contains 20175 members
Mstep: Class 19 contains 79283 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67103152.000000 Penalty: 32385.412109
Iteration 38Q: 16 clusters Score -6.710315e+07 nChanged 5470
Entering ConstructFrom:
Score: -67103152.000000 Penalty: 32385.412109
Entering ConstructFrom:
Trying to split cluster 1 (1733 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1733 members
Entering Unmasked Estep
Score: -196701.031250 Penalty: 1211.861450
Iteration 0F: 2 clusters Score -196701 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 846 members
Entering Unmasked Estep
Score: -194771.265625 Penalty: 2423.722900
Iteration 0F: 3 clusters Score -194771.3 nChanged 611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 956 members
Mstep: Class 2 contains 777 members
Entering Unmasked Estep
Score: -195198.718750 Penalty: 2423.722900
Iteration 1F: 3 clusters Score -195198.7 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1007 members
Mstep: Class 2 contains 726 members
Entering Unmasked Estep
Score: -195324.265625 Penalty: 2423.722900
Iteration 2F: 3 clusters Score -195324.3 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1056 members
Mstep: Class 2 contains 677 members
Entering Unmasked Estep
Score: -195395.718750 Penalty: 2423.722900
Iteration 3F: 3 clusters Score -195395.7 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1092 members
Mstep: Class 2 contains 641 members
Entering Unmasked Estep
Score: -195445.328125 Penalty: 2423.722900
Iteration 4Q: 3 clusters Score -195445.3 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1126 members
Mstep: Class 2 contains 607 members
Entering Unmasked Estep
Score: -195482.187500 Penalty: 2423.722900
Iteration 5Q: 3 clusters Score -195482.2 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1149 members
Mstep: Class 2 contains 584 members
Entering Unmasked Estep
Score: -195515.375000 Penalty: 2423.722900
Iteration 6Q: 3 clusters Score -195515.4 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1183 members
Mstep: Class 2 contains 550 members
Entering Unmasked Estep
Score: -195549.546875 Penalty: 2423.722900
Iteration 7Q: 3 clusters Score -195549.5 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1214 members
Mstep: Class 2 contains 519 members
Entering Unmasked Estep
Score: -195585.500000 Penalty: 2423.722900
Iteration 8Q: 3 clusters Score -195585.5 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1247 members
Mstep: Class 2 contains 486 members
Entering Unmasked Estep
Score: -195615.796875 Penalty: 2423.722900
Iteration 9Q: 3 clusters Score -195615.8 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1274 members
Mstep: Class 2 contains 459 members
Entering Unmasked Estep
Score: -195641.203125 Penalty: 2423.722900
Iteration 10Q: 3 clusters Score -195641.2 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1292 members
Mstep: Class 2 contains 441 members
Entering Unmasked Estep
Score: -195659.437500 Penalty: 2423.722900
Iteration 11Q: 3 clusters Score -195659.4 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1317 members
Mstep: Class 2 contains 416 members
Entering Unmasked Estep
Score: -195684.500000 Penalty: 2423.722900
Iteration 12Q: 3 clusters Score -195684.5 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1328 members
Mstep: Class 2 contains 405 members
Entering Unmasked Estep
Score: -195696.265625 Penalty: 2423.722900
Iteration 13Q: 3 clusters Score -195696.3 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1339 members
Mstep: Class 2 contains 394 members
Entering Unmasked Estep
Score: -195704.062500 Penalty: 2423.722900
Iteration 14Q: 3 clusters Score -195704.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1347 members
Mstep: Class 2 contains 386 members
Entering Unmasked Estep
Score: -195708.359375 Penalty: 2423.722900
Iteration 15Q: 3 clusters Score -195708.4 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1357 members
Mstep: Class 2 contains 376 members
Entering Unmasked Estep
Score: -195714.265625 Penalty: 2423.722900
Iteration 16Q: 3 clusters Score -195714.3 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1363 members
Mstep: Class 2 contains 370 members
Entering Unmasked Estep
Score: -195717.953125 Penalty: 2423.722900
Iteration 17Q: 3 clusters Score -195718 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1366 members
Mstep: Class 2 contains 367 members
Entering Unmasked Estep
Score: -195719.625000 Penalty: 2423.722900
Iteration 18Q: 3 clusters Score -195719.6 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1371 members
Mstep: Class 2 contains 362 members
Entering Unmasked Estep
Score: -195723.406250 Penalty: 2423.722900
Iteration 19Q: 3 clusters Score -195723.4 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1375 members
Mstep: Class 2 contains 358 members
Entering Unmasked Estep
Score: -195726.218750 Penalty: 2423.722900
Iteration 20F: 3 clusters Score -195726.2 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1379 members
Mstep: Class 2 contains 354 members
Entering Unmasked Estep
Score: -195729.921875 Penalty: 2423.722900
Iteration 21Q: 3 clusters Score -195729.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1382 members
Mstep: Class 2 contains 351 members
Entering Unmasked Estep
Score: -195732.453125 Penalty: 2423.722900
Iteration 22Q: 3 clusters Score -195732.5 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1385 members
Mstep: Class 2 contains 348 members
Entering Unmasked Estep
Score: -195733.875000 Penalty: 2423.722900
Iteration 23Q: 3 clusters Score -195733.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1387 members
Mstep: Class 2 contains 346 members
Entering Unmasked Estep
Score: -195734.671875 Penalty: 2423.722900
Iteration 24Q: 3 clusters Score -195734.7 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1388 members
Mstep: Class 2 contains 345 members
Entering Unmasked Estep
Score: -195735.625000 Penalty: 2423.722900
Iteration 25Q: 3 clusters Score -195735.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1387 members
Mstep: Class 2 contains 346 members
Entering Unmasked Estep
Score: -195738.781250 Penalty: 2423.722900
Iteration 26Q: 3 clusters Score -195738.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1387 members
Mstep: Class 2 contains 346 members
Entering Unmasked Estep
Score: -195740.531250 Penalty: 2423.722900
Iteration 27Q: 3 clusters Score -195740.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1389 members
Mstep: Class 2 contains 344 members
Entering Unmasked Estep
Score: -195741.515625 Penalty: 2423.722900
Iteration 28Q: 3 clusters Score -195741.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1390 members
Mstep: Class 2 contains 343 members
Entering Unmasked Estep
Score: -195742.203125 Penalty: 2423.722900
Iteration 29Q: 3 clusters Score -195742.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1390 members
Mstep: Class 2 contains 343 members
Entering Unmasked Estep
Score: -195742.203125 Penalty: 2423.722900
Iteration 30F: 3 clusters Score -195742.2 nChanged 0
Entering ConstructFrom:
Trying to split cluster 2 (84851 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84851 members
Entering Unmasked Estep
Score: -9942546.000000 Penalty: 1844.155884
Iteration 0F: 2 clusters Score -9942546 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42642 members
Mstep: Class 2 contains 42209 members
Entering Unmasked Estep
Score: -9885673.000000 Penalty: 3688.311768
Iteration 0F: 3 clusters Score -9885673 nChanged 40679
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45697 members
Mstep: Class 2 contains 39154 members
Entering Unmasked Estep
Score: -9909543.000000 Penalty: 3688.311768
Iteration 1F: 3 clusters Score -9909543 nChanged 3619
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47496 members
Mstep: Class 2 contains 37355 members
Entering Unmasked Estep
Score: -9910844.000000 Penalty: 3688.311768
Iteration 2Q: 3 clusters Score -9910844 nChanged 4030
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50038 members
Mstep: Class 2 contains 34813 members
Entering Unmasked Estep
Score: -9912563.000000 Penalty: 3688.311768
Iteration 3Q: 3 clusters Score -9912563 nChanged 4655
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53561 members
Mstep: Class 2 contains 31290 members
Entering Unmasked Estep
Score: -9914969.000000 Penalty: 3688.311768
Iteration 4F: 3 clusters Score -9914969 nChanged 5410
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58199 members
Mstep: Class 2 contains 26652 members
Entering Unmasked Estep
Score: -9918507.000000 Penalty: 3688.311768
Iteration 5F: 3 clusters Score -9918507 nChanged 5920
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63667 members
Mstep: Class 2 contains 21184 members
Entering Unmasked Estep
Score: -9923056.000000 Penalty: 3688.311768
Iteration 6F: 3 clusters Score -9923056 nChanged 5987
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69416 members
Mstep: Class 2 contains 15435 members
Entering Unmasked Estep
Score: -9928199.000000 Penalty: 3688.311768
Iteration 7F: 3 clusters Score -9928199 nChanged 5128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74414 members
Mstep: Class 2 contains 10437 members
Entering Unmasked Estep
Score: -9933027.000000 Penalty: 3688.311768
Iteration 8F: 3 clusters Score -9933027 nChanged 3751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78043 members
Mstep: Class 2 contains 6808 members
Entering Unmasked Estep
Score: -9936750.000000 Penalty: 3688.311768
Iteration 9Q: 3 clusters Score -9936750 nChanged 2205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80060 members
Mstep: Class 2 contains 4791 members
Entering Unmasked Estep
Score: -9939839.000000 Penalty: 3688.311768
Iteration 10Q: 3 clusters Score -9939839 nChanged 1046
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80506 members
Mstep: Class 2 contains 4345 members
Entering Unmasked Estep
Score: -9941393.000000 Penalty: 3688.311768
Iteration 11Q: 3 clusters Score -9941393 nChanged 886
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80354 members
Mstep: Class 2 contains 4497 members
Entering Unmasked Estep
Score: -9941754.000000 Penalty: 3688.311768
Iteration 12Q: 3 clusters Score -9941754 nChanged 618
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80142 members
Mstep: Class 2 contains 4709 members
Entering Unmasked Estep
Score: -9941902.000000 Penalty: 3688.311768
Iteration 13Q: 3 clusters Score -9941902 nChanged 430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79946 members
Mstep: Class 2 contains 4905 members
Entering Unmasked Estep
Score: -9941978.000000 Penalty: 3688.311768
Iteration 14Q: 3 clusters Score -9941978 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79726 members
Mstep: Class 2 contains 5125 members
Entering Unmasked Estep
Score: -9942047.000000 Penalty: 3688.311768
Iteration 15Q: 3 clusters Score -9942047 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79507 members
Mstep: Class 2 contains 5344 members
Entering Unmasked Estep
Score: -9942125.000000 Penalty: 3688.311768
Iteration 16Q: 3 clusters Score -9942125 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79276 members
Mstep: Class 2 contains 5575 members
Entering Unmasked Estep
Score: -9942213.000000 Penalty: 3688.311768
Iteration 17Q: 3 clusters Score -9942213 nChanged 347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79023 members
Mstep: Class 2 contains 5828 members
Entering Unmasked Estep
Score: -9942372.000000 Penalty: 3688.311768
Iteration 18Q: 3 clusters Score -9942372 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78760 members
Mstep: Class 2 contains 6091 members
Entering Unmasked Estep
Score: -9942481.000000 Penalty: 3688.311768
Iteration 19Q: 3 clusters Score -9942481 nChanged 396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78462 members
Mstep: Class 2 contains 6389 members
Entering Unmasked Estep
Score: -9942591.000000 Penalty: 3688.311768
Iteration 20F: 3 clusters Score -9942591 nChanged 523
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78099 members
Mstep: Class 2 contains 6752 members
Entering Unmasked Estep
Score: -9942811.000000 Penalty: 3688.311768
Iteration 21Q: 3 clusters Score -9942811 nChanged 663
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77668 members
Mstep: Class 2 contains 7183 members
Entering Unmasked Estep
Score: -9943116.000000 Penalty: 3688.311768
Iteration 22Q: 3 clusters Score -9943116 nChanged 868
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77090 members
Mstep: Class 2 contains 7761 members
Entering Unmasked Estep
Score: -9943667.000000 Penalty: 3688.311768
Iteration 23Q: 3 clusters Score -9943667 nChanged 1145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76327 members
Mstep: Class 2 contains 8524 members
Entering Unmasked Estep
Score: -9944601.000000 Penalty: 3688.311768
Iteration 24Q: 3 clusters Score -9944601 nChanged 1552
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75263 members
Mstep: Class 2 contains 9588 members
Entering Unmasked Estep
Score: -9946298.000000 Penalty: 3688.311768
Iteration 25Q: 3 clusters Score -9946298 nChanged 2111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73750 members
Mstep: Class 2 contains 11101 members
Entering Unmasked Estep
Score: -9948912.000000 Penalty: 3688.311768
Iteration 26Q: 3 clusters Score -9948912 nChanged 2541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71865 members
Mstep: Class 2 contains 12986 members
Entering Unmasked Estep
Score: -9952143.000000 Penalty: 3688.311768
Iteration 27Q: 3 clusters Score -9952143 nChanged 2344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70061 members
Mstep: Class 2 contains 14790 members
Entering Unmasked Estep
Score: -9954453.000000 Penalty: 3688.311768
Iteration 28Q: 3 clusters Score -9954453 nChanged 1173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69176 members
Mstep: Class 2 contains 15675 members
Entering Unmasked Estep
Score: -9955024.000000 Penalty: 3688.311768
Iteration 29Q: 3 clusters Score -9955024 nChanged 350
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68906 members
Mstep: Class 2 contains 15945 members
Entering Unmasked Estep
Score: -9955092.000000 Penalty: 3688.311768
Iteration 30Q: 3 clusters Score -9955092 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68807 members
Mstep: Class 2 contains 16044 members
Entering Unmasked Estep
Score: -9955116.000000 Penalty: 3688.311768
Iteration 31Q: 3 clusters Score -9955116 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68755 members
Mstep: Class 2 contains 16096 members
Entering Unmasked Estep
Score: -9955126.000000 Penalty: 3688.311768
Iteration 32Q: 3 clusters Score -9955126 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68725 members
Mstep: Class 2 contains 16126 members
Entering Unmasked Estep
Score: -9955125.000000 Penalty: 3688.311768
Iteration 33Q: 3 clusters Score -9955125 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68715 members
Mstep: Class 2 contains 16136 members
Entering Unmasked Estep
Score: -9955152.000000 Penalty: 3688.311768
Iteration 34Q: 3 clusters Score -9955152 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68704 members
Mstep: Class 2 contains 16147 members
Entering Unmasked Estep
Score: -9955131.000000 Penalty: 3688.311768
Iteration 35Q: 3 clusters Score -9955131 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68694 members
Mstep: Class 2 contains 16157 members
Entering Unmasked Estep
Score: -9955134.000000 Penalty: 3688.311768
Iteration 36Q: 3 clusters Score -9955134 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68688 members
Mstep: Class 2 contains 16163 members
Entering Unmasked Estep
Score: -9955136.000000 Penalty: 3688.311768
Iteration 37Q: 3 clusters Score -9955136 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68686 members
Mstep: Class 2 contains 16165 members
Entering Unmasked Estep
Score: -9955141.000000 Penalty: 3688.311768
Iteration 38Q: 3 clusters Score -9955141 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68684 members
Mstep: Class 2 contains 16167 members
Entering Unmasked Estep
Score: -9955140.000000 Penalty: 3688.311768
Iteration 39Q: 3 clusters Score -9955140 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68681 members
Mstep: Class 2 contains 16170 members
Entering Unmasked Estep
Score: -9958417.000000 Penalty: 3688.311768
Iteration 40F: 3 clusters Score -9958417 nChanged 2554
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66127 members
Mstep: Class 2 contains 18724 members
Entering Unmasked Estep
Score: -9962781.000000 Penalty: 3688.311768
Iteration 41Q: 3 clusters Score -9962781 nChanged 1180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64983 members
Mstep: Class 2 contains 19868 members
Entering Unmasked Estep
Score: -9963889.000000 Penalty: 3688.311768
Iteration 42Q: 3 clusters Score -9963889 nChanged 268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64715 members
Mstep: Class 2 contains 20136 members
Entering Unmasked Estep
Score: -9963922.000000 Penalty: 3688.311768
Iteration 43Q: 3 clusters Score -9963922 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64595 members
Mstep: Class 2 contains 20256 members
Entering Unmasked Estep
Score: -9963946.000000 Penalty: 3688.311768
Iteration 44Q: 3 clusters Score -9963946 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64532 members
Mstep: Class 2 contains 20319 members
Entering Unmasked Estep
Score: -9963966.000000 Penalty: 3688.311768
Iteration 45Q: 3 clusters Score -9963966 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64498 members
Mstep: Class 2 contains 20353 members
Entering Unmasked Estep
Score: -9963953.000000 Penalty: 3688.311768
Iteration 46Q: 3 clusters Score -9963953 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64480 members
Mstep: Class 2 contains 20371 members
Entering Unmasked Estep
Score: -9963963.000000 Penalty: 3688.311768
Iteration 47Q: 3 clusters Score -9963963 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64474 members
Mstep: Class 2 contains 20377 members
Entering Unmasked Estep
Score: -9963956.000000 Penalty: 3688.311768
Iteration 48Q: 3 clusters Score -9963956 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64471 members
Mstep: Class 2 contains 20380 members
Entering Unmasked Estep
Score: -9963957.000000 Penalty: 3688.311768
Iteration 49Q: 3 clusters Score -9963957 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64470 members
Mstep: Class 2 contains 20381 members
Entering Unmasked Estep
Score: -9963959.000000 Penalty: 3688.311768
Iteration 50Q: 3 clusters Score -9963959 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64470 members
Mstep: Class 2 contains 20381 members
Entering Unmasked Estep
Score: -9963959.000000 Penalty: 3688.311768
Iteration 51F: 3 clusters Score -9963959 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 41912 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 798 members
Mstep: Class 6 contains 20381 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 83020 members
Mstep: Class 10 contains 96088 members
Mstep: Class 11 contains 15045 members
Mstep: Class 12 contains 3254 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 19788 members
Mstep: Class 19 contains 78953 members
Entering Unmasked Estep
Score: -67125128.000000 Penalty: 34544.437500
Splitting cluster 2 changes total score from -67103152.000000 to -67125128.000000
So it's getting split into cluster 6.
Entering ConstructFrom:
Trying to split cluster 3 (41912 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41912 members
Entering Unmasked Estep
Score: -4658073.000000 Penalty: 1729.540771
Iteration 0F: 2 clusters Score -4658073 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20996 members
Mstep: Class 2 contains 20916 members
Entering Unmasked Estep
Score: -4629785.000000 Penalty: 3459.081543
Iteration 0F: 3 clusters Score -4629785 nChanged 19515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21635 members
Mstep: Class 2 contains 20277 members
Entering Unmasked Estep
Score: -4640839.500000 Penalty: 3459.081543
Iteration 1F: 3 clusters Score -4640840 nChanged 1791
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22064 members
Mstep: Class 2 contains 19848 members
Entering Unmasked Estep
Score: -4641402.000000 Penalty: 3459.081543
Iteration 2Q: 3 clusters Score -4641402 nChanged 1848
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22702 members
Mstep: Class 2 contains 19210 members
Entering Unmasked Estep
Score: -4642038.000000 Penalty: 3459.081543
Iteration 3Q: 3 clusters Score -4642038 nChanged 1838
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23534 members
Mstep: Class 2 contains 18378 members
Entering Unmasked Estep
Score: -4642799.000000 Penalty: 3459.081543
Iteration 4Q: 3 clusters Score -4642799 nChanged 1972
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24628 members
Mstep: Class 2 contains 17284 members
Entering Unmasked Estep
Score: -4643663.500000 Penalty: 3459.081543
Iteration 5Q: 3 clusters Score -4643664 nChanged 2105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26029 members
Mstep: Class 2 contains 15883 members
Entering Unmasked Estep
Score: -4644663.500000 Penalty: 3459.081543
Iteration 6F: 3 clusters Score -4644664 nChanged 2225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27786 members
Mstep: Class 2 contains 14126 members
Entering Unmasked Estep
Score: -4645972.000000 Penalty: 3459.081543
Iteration 7F: 3 clusters Score -4645972 nChanged 2374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29790 members
Mstep: Class 2 contains 12122 members
Entering Unmasked Estep
Score: -4647715.000000 Penalty: 3459.081543
Iteration 8F: 3 clusters Score -4647715 nChanged 2328
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31814 members
Mstep: Class 2 contains 10098 members
Entering Unmasked Estep
Score: -4649715.000000 Penalty: 3459.081543
Iteration 9F: 3 clusters Score -4649715 nChanged 2044
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33534 members
Mstep: Class 2 contains 8378 members
Entering Unmasked Estep
Score: -4652104.500000 Penalty: 3459.081543
Iteration 10Q: 3 clusters Score -4652104 nChanged 1516
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34494 members
Mstep: Class 2 contains 7418 members
Entering Unmasked Estep
Score: -4655146.500000 Penalty: 3459.081543
Iteration 11Q: 3 clusters Score -4655146 nChanged 1109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34271 members
Mstep: Class 2 contains 7641 members
Entering Unmasked Estep
Score: -4656687.000000 Penalty: 3459.081543
Iteration 12Q: 3 clusters Score -4656687 nChanged 1039
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33740 members
Mstep: Class 2 contains 8172 members
Entering Unmasked Estep
Score: -4657346.500000 Penalty: 3459.081543
Iteration 13Q: 3 clusters Score -4657346 nChanged 842
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33212 members
Mstep: Class 2 contains 8700 members
Entering Unmasked Estep
Score: -4657790.500000 Penalty: 3459.081543
Iteration 14Q: 3 clusters Score -4657790 nChanged 701
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32687 members
Mstep: Class 2 contains 9225 members
Entering Unmasked Estep
Score: -4658149.000000 Penalty: 3459.081543
Iteration 15Q: 3 clusters Score -4658149 nChanged 680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32123 members
Mstep: Class 2 contains 9789 members
Entering Unmasked Estep
Score: -4658462.500000 Penalty: 3459.081543
Iteration 16Q: 3 clusters Score -4658462 nChanged 653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31520 members
Mstep: Class 2 contains 10392 members
Entering Unmasked Estep
Score: -4658779.000000 Penalty: 3459.081543
Iteration 17Q: 3 clusters Score -4658779 nChanged 660
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30874 members
Mstep: Class 2 contains 11038 members
Entering Unmasked Estep
Score: -4659089.500000 Penalty: 3459.081543
Iteration 18Q: 3 clusters Score -4659090 nChanged 641
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30235 members
Mstep: Class 2 contains 11677 members
Entering Unmasked Estep
Score: -4659393.500000 Penalty: 3459.081543
Iteration 19Q: 3 clusters Score -4659394 nChanged 686
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29549 members
Mstep: Class 2 contains 12363 members
Entering Unmasked Estep
Score: -4659793.500000 Penalty: 3459.081543
Iteration 20F: 3 clusters Score -4659794 nChanged 798
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28753 members
Mstep: Class 2 contains 13159 members
Entering Unmasked Estep
Score: -4660412.000000 Penalty: 3459.081543
Iteration 21Q: 3 clusters Score -4660412 nChanged 858
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27895 members
Mstep: Class 2 contains 14017 members
Entering Unmasked Estep
Score: -4661256.000000 Penalty: 3459.081543
Iteration 22Q: 3 clusters Score -4661256 nChanged 897
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26998 members
Mstep: Class 2 contains 14914 members
Entering Unmasked Estep
Score: -4662515.000000 Penalty: 3459.081543
Iteration 23Q: 3 clusters Score -4662515 nChanged 888
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26110 members
Mstep: Class 2 contains 15802 members
Entering Unmasked Estep
Score: -4664350.000000 Penalty: 3459.081543
Iteration 24Q: 3 clusters Score -4664350 nChanged 732
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25378 members
Mstep: Class 2 contains 16534 members
Entering Unmasked Estep
Score: -4665983.000000 Penalty: 3459.081543
Iteration 25Q: 3 clusters Score -4665983 nChanged 522
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24856 members
Mstep: Class 2 contains 17056 members
Entering Unmasked Estep
Score: -4667002.000000 Penalty: 3459.081543
Iteration 26Q: 3 clusters Score -4667002 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24735 members
Mstep: Class 2 contains 17177 members
Entering Unmasked Estep
Score: -4667099.000000 Penalty: 3459.081543
Iteration 27Q: 3 clusters Score -4667099 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24696 members
Mstep: Class 2 contains 17216 members
Entering Unmasked Estep
Score: -4667091.500000 Penalty: 3459.081543
Iteration 28Q: 3 clusters Score -4667092 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24688 members
Mstep: Class 2 contains 17224 members
Entering Unmasked Estep
Score: -4667088.500000 Penalty: 3459.081543
Iteration 29Q: 3 clusters Score -4667088 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24684 members
Mstep: Class 2 contains 17228 members
Entering Unmasked Estep
Score: -4667086.000000 Penalty: 3459.081543
Iteration 30Q: 3 clusters Score -4667086 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24684 members
Mstep: Class 2 contains 17228 members
Entering Unmasked Estep
Score: -4667504.500000 Penalty: 3459.081543
Iteration 31F: 3 clusters Score -4667504 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24651 members
Mstep: Class 2 contains 17261 members
Entering Unmasked Estep
Score: -4667593.000000 Penalty: 3459.081543
Iteration 32Q: 3 clusters Score -4667593 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24611 members
Mstep: Class 2 contains 17301 members
Entering Unmasked Estep
Score: -4667608.500000 Penalty: 3459.081543
Iteration 33Q: 3 clusters Score -4667608 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24601 members
Mstep: Class 2 contains 17311 members
Entering Unmasked Estep
Score: -4667604.500000 Penalty: 3459.081543
Iteration 34Q: 3 clusters Score -4667604 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24599 members
Mstep: Class 2 contains 17313 members
Entering Unmasked Estep
Score: -4667607.000000 Penalty: 3459.081543
Iteration 35Q: 3 clusters Score -4667607 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24599 members
Mstep: Class 2 contains 17313 members
Entering Unmasked Estep
Score: -4667607.000000 Penalty: 3459.081543
Iteration 36F: 3 clusters Score -4667607 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 798 members
Mstep: Class 6 contains 20381 members
Mstep: Class 7 contains 17313 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 83020 members
Mstep: Class 10 contains 96088 members
Mstep: Class 11 contains 15045 members
Mstep: Class 12 contains 3254 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 19788 members
Mstep: Class 19 contains 78953 members
Entering Unmasked Estep
Score: -67134640.000000 Penalty: 36703.464844
Splitting cluster 3 changes total score from -67103152.000000 to -67134640.000000
So it's getting split into cluster 7.
Entering ConstructFrom:
Trying to split cluster 4 (105367 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105367 members
Entering Unmasked Estep
Score: -12114388.000000 Penalty: 1879.345703
Iteration 0F: 2 clusters Score -1.211439e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52653 members
Mstep: Class 2 contains 52714 members
Entering Unmasked Estep
Score: -12043978.000000 Penalty: 3758.691406
Iteration 0F: 3 clusters Score -1.204398e+07 nChanged 50380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51707 members
Mstep: Class 2 contains 53660 members
Entering Unmasked Estep
Score: -12074083.000000 Penalty: 3758.691406
Iteration 1F: 3 clusters Score -1.207408e+07 nChanged 3239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51270 members
Mstep: Class 2 contains 54097 members
Entering Unmasked Estep
Score: -12074800.000000 Penalty: 3758.691406
Iteration 2Q: 3 clusters Score -1.20748e+07 nChanged 3321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50641 members
Mstep: Class 2 contains 54726 members
Entering Unmasked Estep
Score: -12075578.000000 Penalty: 3758.691406
Iteration 3Q: 3 clusters Score -1.207558e+07 nChanged 3406
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49841 members
Mstep: Class 2 contains 55526 members
Entering Unmasked Estep
Score: -12076428.000000 Penalty: 3758.691406
Iteration 4Q: 3 clusters Score -1.207643e+07 nChanged 3660
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48777 members
Mstep: Class 2 contains 56590 members
Entering Unmasked Estep
Score: -12077597.000000 Penalty: 3758.691406
Iteration 5Q: 3 clusters Score -1.20776e+07 nChanged 3959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47320 members
Mstep: Class 2 contains 58047 members
Entering Unmasked Estep
Score: -12079195.000000 Penalty: 3758.691406
Iteration 6Q: 3 clusters Score -1.20792e+07 nChanged 4593
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45419 members
Mstep: Class 2 contains 59948 members
Entering Unmasked Estep
Score: -12081519.000000 Penalty: 3758.691406
Iteration 7Q: 3 clusters Score -1.208152e+07 nChanged 5359
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43160 members
Mstep: Class 2 contains 62207 members
Entering Unmasked Estep
Score: -12084731.000000 Penalty: 3758.691406
Iteration 8F: 3 clusters Score -1.208473e+07 nChanged 5970
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40802 members
Mstep: Class 2 contains 64565 members
Entering Unmasked Estep
Score: -12088957.000000 Penalty: 3758.691406
Iteration 9F: 3 clusters Score -1.208896e+07 nChanged 6063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38663 members
Mstep: Class 2 contains 66704 members
Entering Unmasked Estep
Score: -12093370.000000 Penalty: 3758.691406
Iteration 10F: 3 clusters Score -1.209337e+07 nChanged 5325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36952 members
Mstep: Class 2 contains 68415 members
Entering Unmasked Estep
Score: -12096547.000000 Penalty: 3758.691406
Iteration 11F: 3 clusters Score -1.209655e+07 nChanged 4016
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35640 members
Mstep: Class 2 contains 69727 members
Entering Unmasked Estep
Score: -12098395.000000 Penalty: 3758.691406
Iteration 12Q: 3 clusters Score -1.20984e+07 nChanged 2760
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34422 members
Mstep: Class 2 contains 70945 members
Entering Unmasked Estep
Score: -12099462.000000 Penalty: 3758.691406
Iteration 13Q: 3 clusters Score -1.209946e+07 nChanged 2006
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33234 members
Mstep: Class 2 contains 72133 members
Entering Unmasked Estep
Score: -12100352.000000 Penalty: 3758.691406
Iteration 14Q: 3 clusters Score -1.210035e+07 nChanged 1797
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32051 members
Mstep: Class 2 contains 73316 members
Entering Unmasked Estep
Score: -12101141.000000 Penalty: 3758.691406
Iteration 15Q: 3 clusters Score -1.210114e+07 nChanged 1741
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30862 members
Mstep: Class 2 contains 74505 members
Entering Unmasked Estep
Score: -12101903.000000 Penalty: 3758.691406
Iteration 16Q: 3 clusters Score -1.21019e+07 nChanged 1725
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29713 members
Mstep: Class 2 contains 75654 members
Entering Unmasked Estep
Score: -12102741.000000 Penalty: 3758.691406
Iteration 17Q: 3 clusters Score -1.210274e+07 nChanged 1751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28552 members
Mstep: Class 2 contains 76815 members
Entering Unmasked Estep
Score: -12103656.000000 Penalty: 3758.691406
Iteration 18Q: 3 clusters Score -1.210366e+07 nChanged 1655
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27477 members
Mstep: Class 2 contains 77890 members
Entering Unmasked Estep
Score: -12104296.000000 Penalty: 3758.691406
Iteration 19Q: 3 clusters Score -1.21043e+07 nChanged 1560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26375 members
Mstep: Class 2 contains 78992 members
Entering Unmasked Estep
Score: -12104984.000000 Penalty: 3758.691406
Iteration 20F: 3 clusters Score -1.210498e+07 nChanged 1546
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25239 members
Mstep: Class 2 contains 80128 members
Entering Unmasked Estep
Score: -12105577.000000 Penalty: 3758.691406
Iteration 21Q: 3 clusters Score -1.210558e+07 nChanged 1498
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24101 members
Mstep: Class 2 contains 81266 members
Entering Unmasked Estep
Score: -12106090.000000 Penalty: 3758.691406
Iteration 22Q: 3 clusters Score -1.210609e+07 nChanged 1411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22986 members
Mstep: Class 2 contains 82381 members
Entering Unmasked Estep
Score: -12106579.000000 Penalty: 3758.691406
Iteration 23Q: 3 clusters Score -1.210658e+07 nChanged 1416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21866 members
Mstep: Class 2 contains 83501 members
Entering Unmasked Estep
Score: -12107157.000000 Penalty: 3758.691406
Iteration 24Q: 3 clusters Score -1.210716e+07 nChanged 1307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20761 members
Mstep: Class 2 contains 84606 members
Entering Unmasked Estep
Score: -12107611.000000 Penalty: 3758.691406
Iteration 25Q: 3 clusters Score -1.210761e+07 nChanged 1267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19644 members
Mstep: Class 2 contains 85723 members
Entering Unmasked Estep
Score: -12107988.000000 Penalty: 3758.691406
Iteration 26Q: 3 clusters Score -1.210799e+07 nChanged 1169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18615 members
Mstep: Class 2 contains 86752 members
Entering Unmasked Estep
Score: -12108336.000000 Penalty: 3758.691406
Iteration 27Q: 3 clusters Score -1.210834e+07 nChanged 1083
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17624 members
Mstep: Class 2 contains 87743 members
Entering Unmasked Estep
Score: -12108681.000000 Penalty: 3758.691406
Iteration 28Q: 3 clusters Score -1.210868e+07 nChanged 1065
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16619 members
Mstep: Class 2 contains 88748 members
Entering Unmasked Estep
Score: -12109064.000000 Penalty: 3758.691406
Iteration 29Q: 3 clusters Score -1.210906e+07 nChanged 1081
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15590 members
Mstep: Class 2 contains 89777 members
Entering Unmasked Estep
Score: -12109489.000000 Penalty: 3758.691406
Iteration 30Q: 3 clusters Score -1.210949e+07 nChanged 1062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14580 members
Mstep: Class 2 contains 90787 members
Entering Unmasked Estep
Score: -12109900.000000 Penalty: 3758.691406
Iteration 31Q: 3 clusters Score -1.21099e+07 nChanged 1041
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13569 members
Mstep: Class 2 contains 91798 members
Entering Unmasked Estep
Score: -12110234.000000 Penalty: 3758.691406
Iteration 32Q: 3 clusters Score -1.211023e+07 nChanged 1030
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12573 members
Mstep: Class 2 contains 92794 members
Entering Unmasked Estep
Score: -12110625.000000 Penalty: 3758.691406
Iteration 33Q: 3 clusters Score -1.211062e+07 nChanged 1001
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11600 members
Mstep: Class 2 contains 93767 members
Entering Unmasked Estep
Score: -12110952.000000 Penalty: 3758.691406
Iteration 34Q: 3 clusters Score -1.211095e+07 nChanged 981
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10649 members
Mstep: Class 2 contains 94718 members
Entering Unmasked Estep
Score: -12111478.000000 Penalty: 3758.691406
Iteration 35Q: 3 clusters Score -1.211148e+07 nChanged 919
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9762 members
Mstep: Class 2 contains 95605 members
Entering Unmasked Estep
Score: -12111958.000000 Penalty: 3758.691406
Iteration 36Q: 3 clusters Score -1.211196e+07 nChanged 839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8975 members
Mstep: Class 2 contains 96392 members
Entering Unmasked Estep
Score: -12112590.000000 Penalty: 3758.691406
Iteration 37Q: 3 clusters Score -1.211259e+07 nChanged 751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8314 members
Mstep: Class 2 contains 97053 members
Entering Unmasked Estep
Score: -12113147.000000 Penalty: 3758.691406
Iteration 38Q: 3 clusters Score -1.211315e+07 nChanged 647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7751 members
Mstep: Class 2 contains 97616 members
Entering Unmasked Estep
Score: -12113540.000000 Penalty: 3758.691406
Iteration 39Q: 3 clusters Score -1.211354e+07 nChanged 490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7355 members
Mstep: Class 2 contains 98012 members
Entering Unmasked Estep
Score: -12113747.000000 Penalty: 3758.691406
Iteration 40F: 3 clusters Score -1.211375e+07 nChanged 364
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7069 members
Mstep: Class 2 contains 98298 members
Entering Unmasked Estep
Score: -12113816.000000 Penalty: 3758.691406
Iteration 41Q: 3 clusters Score -1.211382e+07 nChanged 272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6843 members
Mstep: Class 2 contains 98524 members
Entering Unmasked Estep
Score: -12113870.000000 Penalty: 3758.691406
Iteration 42Q: 3 clusters Score -1.211387e+07 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6678 members
Mstep: Class 2 contains 98689 members
Entering Unmasked Estep
Score: -12113889.000000 Penalty: 3758.691406
Iteration 43Q: 3 clusters Score -1.211389e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6552 members
Mstep: Class 2 contains 98815 members
Entering Unmasked Estep
Score: -12113909.000000 Penalty: 3758.691406
Iteration 44Q: 3 clusters Score -1.211391e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6448 members
Mstep: Class 2 contains 98919 members
Entering Unmasked Estep
Score: -12113929.000000 Penalty: 3758.691406
Iteration 45Q: 3 clusters Score -1.211393e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6340 members
Mstep: Class 2 contains 99027 members
Entering Unmasked Estep
Score: -12113939.000000 Penalty: 3758.691406
Iteration 46Q: 3 clusters Score -1.211394e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6261 members
Mstep: Class 2 contains 99106 members
Entering Unmasked Estep
Score: -12113915.000000 Penalty: 3758.691406
Iteration 47Q: 3 clusters Score -1.211392e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6182 members
Mstep: Class 2 contains 99185 members
Entering Unmasked Estep
Score: -12113934.000000 Penalty: 3758.691406
Iteration 48Q: 3 clusters Score -1.211393e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6118 members
Mstep: Class 2 contains 99249 members
Entering Unmasked Estep
Score: -12113915.000000 Penalty: 3758.691406
Iteration 49Q: 3 clusters Score -1.211392e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6066 members
Mstep: Class 2 contains 99301 members
Entering Unmasked Estep
Score: -12113947.000000 Penalty: 3758.691406
Iteration 50Q: 3 clusters Score -1.211395e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6025 members
Mstep: Class 2 contains 99342 members
Entering Unmasked Estep
Score: -12113964.000000 Penalty: 3758.691406
Iteration 51Q: 3 clusters Score -1.211396e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5986 members
Mstep: Class 2 contains 99381 members
Entering Unmasked Estep
Score: -12113959.000000 Penalty: 3758.691406
Iteration 52Q: 3 clusters Score -1.211396e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5940 members
Mstep: Class 2 contains 99427 members
Entering Unmasked Estep
Score: -12113950.000000 Penalty: 3758.691406
Iteration 53Q: 3 clusters Score -1.211395e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5905 members
Mstep: Class 2 contains 99462 members
Entering Unmasked Estep
Score: -12113947.000000 Penalty: 3758.691406
Iteration 54Q: 3 clusters Score -1.211395e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5870 members
Mstep: Class 2 contains 99497 members
Entering Unmasked Estep
Score: -12113937.000000 Penalty: 3758.691406
Iteration 55Q: 3 clusters Score -1.211394e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5832 members
Mstep: Class 2 contains 99535 members
Entering Unmasked Estep
Score: -12113928.000000 Penalty: 3758.691406
Iteration 56Q: 3 clusters Score -1.211393e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5798 members
Mstep: Class 2 contains 99569 members
Entering Unmasked Estep
Score: -12113924.000000 Penalty: 3758.691406
Iteration 57Q: 3 clusters Score -1.211392e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5773 members
Mstep: Class 2 contains 99594 members
Entering Unmasked Estep
Score: -12113925.000000 Penalty: 3758.691406
Iteration 58Q: 3 clusters Score -1.211392e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5750 members
Mstep: Class 2 contains 99617 members
Entering Unmasked Estep
Score: -12113918.000000 Penalty: 3758.691406
Iteration 59Q: 3 clusters Score -1.211392e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5728 members
Mstep: Class 2 contains 99639 members
Entering Unmasked Estep
Score: -12113924.000000 Penalty: 3758.691406
Iteration 60F: 3 clusters Score -1.211392e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5707 members
Mstep: Class 2 contains 99660 members
Entering Unmasked Estep
Score: -12113919.000000 Penalty: 3758.691406
Iteration 61Q: 3 clusters Score -1.211392e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5687 members
Mstep: Class 2 contains 99680 members
Entering Unmasked Estep
Score: -12113927.000000 Penalty: 3758.691406
Iteration 62Q: 3 clusters Score -1.211393e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5667 members
Mstep: Class 2 contains 99700 members
Entering Unmasked Estep
Score: -12113919.000000 Penalty: 3758.691406
Iteration 63Q: 3 clusters Score -1.211392e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5649 members
Mstep: Class 2 contains 99718 members
Entering Unmasked Estep
Score: -12113935.000000 Penalty: 3758.691406
Iteration 64Q: 3 clusters Score -1.211394e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5631 members
Mstep: Class 2 contains 99736 members
Entering Unmasked Estep
Score: -12113935.000000 Penalty: 3758.691406
Iteration 65Q: 3 clusters Score -1.211394e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5610 members
Mstep: Class 2 contains 99757 members
Entering Unmasked Estep
Score: -12113934.000000 Penalty: 3758.691406
Iteration 66Q: 3 clusters Score -1.211393e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5593 members
Mstep: Class 2 contains 99774 members
Entering Unmasked Estep
Score: -12113931.000000 Penalty: 3758.691406
Iteration 67Q: 3 clusters Score -1.211393e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5581 members
Mstep: Class 2 contains 99786 members
Entering Unmasked Estep
Score: -12113935.000000 Penalty: 3758.691406
Iteration 68Q: 3 clusters Score -1.211394e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5570 members
Mstep: Class 2 contains 99797 members
Entering Unmasked Estep
Score: -12113945.000000 Penalty: 3758.691406
Iteration 69Q: 3 clusters Score -1.211394e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5560 members
Mstep: Class 2 contains 99807 members
Entering Unmasked Estep
Score: -12113941.000000 Penalty: 3758.691406
Iteration 70Q: 3 clusters Score -1.211394e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5549 members
Mstep: Class 2 contains 99818 members
Entering Unmasked Estep
Score: -12113933.000000 Penalty: 3758.691406
Iteration 71Q: 3 clusters Score -1.211393e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5540 members
Mstep: Class 2 contains 99827 members
Entering Unmasked Estep
Score: -12113937.000000 Penalty: 3758.691406
Iteration 72Q: 3 clusters Score -1.211394e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5533 members
Mstep: Class 2 contains 99834 members
Entering Unmasked Estep
Score: -12113943.000000 Penalty: 3758.691406
Iteration 73Q: 3 clusters Score -1.211394e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5525 members
Mstep: Class 2 contains 99842 members
Entering Unmasked Estep
Score: -12113947.000000 Penalty: 3758.691406
Iteration 74Q: 3 clusters Score -1.211395e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5520 members
Mstep: Class 2 contains 99847 members
Entering Unmasked Estep
Score: -12113953.000000 Penalty: 3758.691406
Iteration 75Q: 3 clusters Score -1.211395e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5518 members
Mstep: Class 2 contains 99849 members
Entering Unmasked Estep
Score: -12113951.000000 Penalty: 3758.691406
Iteration 76Q: 3 clusters Score -1.211395e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5517 members
Mstep: Class 2 contains 99850 members
Entering Unmasked Estep
Score: -12113948.000000 Penalty: 3758.691406
Iteration 77Q: 3 clusters Score -1.211395e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5516 members
Mstep: Class 2 contains 99851 members
Entering Unmasked Estep
Score: -12113950.000000 Penalty: 3758.691406
Iteration 78Q: 3 clusters Score -1.211395e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5516 members
Mstep: Class 2 contains 99851 members
Entering Unmasked Estep
Score: -12113950.000000 Penalty: 3758.691406
Iteration 79F: 3 clusters Score -1.211395e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 5 (798 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 798 members
Entering Unmasked Estep
Score: -67324.507812 Penalty: 1085.842651
Iteration 0F: 2 clusters Score -67324.51 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 384 members
Mstep: Class 2 contains 414 members
Entering Unmasked Estep
Score: -66429.406250 Penalty: 2171.685303
Iteration 0F: 3 clusters Score -66429.41 nChanged 301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 285 members
Mstep: Class 2 contains 513 members
Entering Unmasked Estep
Score: -67723.921875 Penalty: 2171.685303
Iteration 1F: 3 clusters Score -67723.92 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 236 members
Mstep: Class 2 contains 562 members
Entering Unmasked Estep
Score: -68477.750000 Penalty: 2171.685303
Iteration 2F: 3 clusters Score -68477.75 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 244 members
Mstep: Class 2 contains 554 members
Entering Unmasked Estep
Score: -69258.101562 Penalty: 2171.685303
Iteration 3F: 3 clusters Score -69258.1 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 272 members
Mstep: Class 2 contains 526 members
Entering Unmasked Estep
Score: -69763.664062 Penalty: 2171.685303
Iteration 4Q: 3 clusters Score -69763.66 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 295 members
Mstep: Class 2 contains 503 members
Entering Unmasked Estep
Score: -69957.273438 Penalty: 2171.685303
Iteration 5Q: 3 clusters Score -69957.27 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 314 members
Mstep: Class 2 contains 484 members
Entering Unmasked Estep
Score: -70115.078125 Penalty: 2171.685303
Iteration 6Q: 3 clusters Score -70115.08 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 334 members
Mstep: Class 2 contains 464 members
Entering Unmasked Estep
Score: -70274.093750 Penalty: 2171.685303
Iteration 7Q: 3 clusters Score -70274.09 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 354 members
Mstep: Class 2 contains 444 members
Entering Unmasked Estep
Score: -70358.859375 Penalty: 2171.685303
Iteration 8Q: 3 clusters Score -70358.86 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 369 members
Mstep: Class 2 contains 429 members
Entering Unmasked Estep
Score: -70444.726562 Penalty: 2171.685303
Iteration 9Q: 3 clusters Score -70444.73 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 381 members
Mstep: Class 2 contains 417 members
Entering Unmasked Estep
Score: -70490.828125 Penalty: 2171.685303
Iteration 10Q: 3 clusters Score -70490.83 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 396 members
Mstep: Class 2 contains 402 members
Entering Unmasked Estep
Score: -70542.000000 Penalty: 2171.685303
Iteration 11Q: 3 clusters Score -70542 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 408 members
Mstep: Class 2 contains 390 members
Entering Unmasked Estep
Score: -70582.640625 Penalty: 2171.685303
Iteration 12Q: 3 clusters Score -70582.64 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 421 members
Mstep: Class 2 contains 377 members
Entering Unmasked Estep
Score: -70630.195312 Penalty: 2171.685303
Iteration 13Q: 3 clusters Score -70630.2 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 430 members
Mstep: Class 2 contains 368 members
Entering Unmasked Estep
Score: -70666.187500 Penalty: 2171.685303
Iteration 14Q: 3 clusters Score -70666.19 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 442 members
Mstep: Class 2 contains 356 members
Entering Unmasked Estep
Score: -70714.468750 Penalty: 2171.685303
Iteration 15Q: 3 clusters Score -70714.47 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 448 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -70731.007812 Penalty: 2171.685303
Iteration 16Q: 3 clusters Score -70731.01 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 453 members
Mstep: Class 2 contains 345 members
Entering Unmasked Estep
Score: -70746.992188 Penalty: 2171.685303
Iteration 17Q: 3 clusters Score -70746.99 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 458 members
Mstep: Class 2 contains 340 members
Entering Unmasked Estep
Score: -70769.718750 Penalty: 2171.685303
Iteration 18Q: 3 clusters Score -70769.72 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 465 members
Mstep: Class 2 contains 333 members
Entering Unmasked Estep
Score: -70824.445312 Penalty: 2171.685303
Iteration 19Q: 3 clusters Score -70824.45 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 471 members
Mstep: Class 2 contains 327 members
Entering Unmasked Estep
Score: -70913.648438 Penalty: 2171.685303
Iteration 20F: 3 clusters Score -70913.65 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 472 members
Mstep: Class 2 contains 326 members
Entering Unmasked Estep
Score: -71024.531250 Penalty: 2171.685303
Iteration 21Q: 3 clusters Score -71024.53 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 474 members
Mstep: Class 2 contains 324 members
Entering Unmasked Estep
Score: -71065.140625 Penalty: 2171.685303
Iteration 22Q: 3 clusters Score -71065.14 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 474 members
Mstep: Class 2 contains 324 members
Entering Unmasked Estep
Score: -71077.031250 Penalty: 2171.685303
Iteration 23Q: 3 clusters Score -71077.03 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 475 members
Mstep: Class 2 contains 323 members
Entering Unmasked Estep
Score: -71086.437500 Penalty: 2171.685303
Iteration 24Q: 3 clusters Score -71086.44 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 477 members
Mstep: Class 2 contains 321 members
Entering Unmasked Estep
Score: -71100.953125 Penalty: 2171.685303
Iteration 25Q: 3 clusters Score -71100.95 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 480 members
Mstep: Class 2 contains 318 members
Entering Unmasked Estep
Score: -71126.992188 Penalty: 2171.685303
Iteration 26Q: 3 clusters Score -71126.99 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 481 members
Mstep: Class 2 contains 317 members
Entering Unmasked Estep
Score: -71133.593750 Penalty: 2171.685303
Iteration 27Q: 3 clusters Score -71133.59 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 482 members
Mstep: Class 2 contains 316 members
Entering Unmasked Estep
Score: -71136.171875 Penalty: 2171.685303
Iteration 28Q: 3 clusters Score -71136.17 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 482 members
Mstep: Class 2 contains 316 members
Entering Unmasked Estep
Score: -71136.171875 Penalty: 2171.685303
Iteration 29F: 3 clusters Score -71136.17 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 482 members
Mstep: Class 6 contains 20381 members
Mstep: Class 7 contains 17313 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 83020 members
Mstep: Class 10 contains 96088 members
Mstep: Class 11 contains 15045 members
Mstep: Class 12 contains 3254 members
Mstep: Class 13 contains 316 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 19788 members
Mstep: Class 19 contains 78953 members
Entering Unmasked Estep
Score: -67137384.000000 Penalty: 38862.492188
Splitting cluster 5 changes total score from -67103152.000000 to -67137384.000000
So it's getting split into cluster 13.
Entering ConstructFrom:
Trying to split cluster 8 (17763 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17763 members
Entering Unmasked Estep
Score: -2085519.250000 Penalty: 1590.041870
Iteration 0F: 2 clusters Score -2085519 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8881 members
Mstep: Class 2 contains 8882 members
Entering Unmasked Estep
Score: -2073255.250000 Penalty: 3180.083740
Iteration 0F: 3 clusters Score -2073255 nChanged 8001
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8830 members
Mstep: Class 2 contains 8933 members
Entering Unmasked Estep
Score: -2077646.500000 Penalty: 3180.083740
Iteration 1F: 3 clusters Score -2077646 nChanged 920
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8828 members
Mstep: Class 2 contains 8935 members
Entering Unmasked Estep
Score: -2078004.250000 Penalty: 3180.083740
Iteration 2F: 3 clusters Score -2078004 nChanged 812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8824 members
Mstep: Class 2 contains 8939 members
Entering Unmasked Estep
Score: -2078304.125000 Penalty: 3180.083740
Iteration 3Q: 3 clusters Score -2078304 nChanged 774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8826 members
Mstep: Class 2 contains 8937 members
Entering Unmasked Estep
Score: -2078628.500000 Penalty: 3180.083740
Iteration 4Q: 3 clusters Score -2078628 nChanged 822
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8858 members
Mstep: Class 2 contains 8905 members
Entering Unmasked Estep
Score: -2079034.875000 Penalty: 3180.083740
Iteration 5Q: 3 clusters Score -2079035 nChanged 882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8908 members
Mstep: Class 2 contains 8855 members
Entering Unmasked Estep
Score: -2079499.125000 Penalty: 3180.083740
Iteration 6Q: 3 clusters Score -2079499 nChanged 910
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8962 members
Mstep: Class 2 contains 8801 members
Entering Unmasked Estep
Score: -2080065.000000 Penalty: 3180.083740
Iteration 7F: 3 clusters Score -2080065 nChanged 973
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9015 members
Mstep: Class 2 contains 8748 members
Entering Unmasked Estep
Score: -2080729.250000 Penalty: 3180.083740
Iteration 8F: 3 clusters Score -2080729 nChanged 959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9086 members
Mstep: Class 2 contains 8677 members
Entering Unmasked Estep
Score: -2081359.250000 Penalty: 3180.083740
Iteration 9F: 3 clusters Score -2081359 nChanged 876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9132 members
Mstep: Class 2 contains 8631 members
Entering Unmasked Estep
Score: -2081882.125000 Penalty: 3180.083740
Iteration 10Q: 3 clusters Score -2081882 nChanged 690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9180 members
Mstep: Class 2 contains 8583 members
Entering Unmasked Estep
Score: -2082228.875000 Penalty: 3180.083740
Iteration 11Q: 3 clusters Score -2082229 nChanged 519
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9247 members
Mstep: Class 2 contains 8516 members
Entering Unmasked Estep
Score: -2082408.250000 Penalty: 3180.083740
Iteration 12Q: 3 clusters Score -2082408 nChanged 352
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9283 members
Mstep: Class 2 contains 8480 members
Entering Unmasked Estep
Score: -2082521.625000 Penalty: 3180.083740
Iteration 13Q: 3 clusters Score -2082522 nChanged 276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9335 members
Mstep: Class 2 contains 8428 members
Entering Unmasked Estep
Score: -2082589.375000 Penalty: 3180.083740
Iteration 14Q: 3 clusters Score -2082589 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9395 members
Mstep: Class 2 contains 8368 members
Entering Unmasked Estep
Score: -2082642.375000 Penalty: 3180.083740
Iteration 15Q: 3 clusters Score -2082642 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9437 members
Mstep: Class 2 contains 8326 members
Entering Unmasked Estep
Score: -2082683.750000 Penalty: 3180.083740
Iteration 16Q: 3 clusters Score -2082684 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9488 members
Mstep: Class 2 contains 8275 members
Entering Unmasked Estep
Score: -2082712.375000 Penalty: 3180.083740
Iteration 17Q: 3 clusters Score -2082712 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9522 members
Mstep: Class 2 contains 8241 members
Entering Unmasked Estep
Score: -2082744.250000 Penalty: 3180.083740
Iteration 18Q: 3 clusters Score -2082744 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9557 members
Mstep: Class 2 contains 8206 members
Entering Unmasked Estep
Score: -2082775.625000 Penalty: 3180.083740
Iteration 19Q: 3 clusters Score -2082776 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9588 members
Mstep: Class 2 contains 8175 members
Entering Unmasked Estep
Score: -2082804.000000 Penalty: 3180.083740
Iteration 20F: 3 clusters Score -2082804 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9599 members
Mstep: Class 2 contains 8164 members
Entering Unmasked Estep
Score: -2082834.375000 Penalty: 3180.083740
Iteration 21Q: 3 clusters Score -2082834 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9612 members
Mstep: Class 2 contains 8151 members
Entering Unmasked Estep
Score: -2082865.250000 Penalty: 3180.083740
Iteration 22Q: 3 clusters Score -2082865 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9629 members
Mstep: Class 2 contains 8134 members
Entering Unmasked Estep
Score: -2082891.875000 Penalty: 3180.083740
Iteration 23Q: 3 clusters Score -2082892 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9656 members
Mstep: Class 2 contains 8107 members
Entering Unmasked Estep
Score: -2082922.500000 Penalty: 3180.083740
Iteration 24Q: 3 clusters Score -2082922 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9674 members
Mstep: Class 2 contains 8089 members
Entering Unmasked Estep
Score: -2082944.750000 Penalty: 3180.083740
Iteration 25Q: 3 clusters Score -2082945 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9693 members
Mstep: Class 2 contains 8070 members
Entering Unmasked Estep
Score: -2082968.125000 Penalty: 3180.083740
Iteration 26Q: 3 clusters Score -2082968 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9696 members
Mstep: Class 2 contains 8067 members
Entering Unmasked Estep
Score: -2082991.375000 Penalty: 3180.083740
Iteration 27Q: 3 clusters Score -2082991 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9708 members
Mstep: Class 2 contains 8055 members
Entering Unmasked Estep
Score: -2083031.625000 Penalty: 3180.083740
Iteration 28Q: 3 clusters Score -2083032 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9724 members
Mstep: Class 2 contains 8039 members
Entering Unmasked Estep
Score: -2083080.625000 Penalty: 3180.083740
Iteration 29Q: 3 clusters Score -2083081 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9749 members
Mstep: Class 2 contains 8014 members
Entering Unmasked Estep
Score: -2083119.500000 Penalty: 3180.083740
Iteration 30Q: 3 clusters Score -2083120 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9766 members
Mstep: Class 2 contains 7997 members
Entering Unmasked Estep
Score: -2083156.000000 Penalty: 3180.083740
Iteration 31Q: 3 clusters Score -2083156 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9782 members
Mstep: Class 2 contains 7981 members
Entering Unmasked Estep
Score: -2083191.625000 Penalty: 3180.083740
Iteration 32Q: 3 clusters Score -2083192 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9794 members
Mstep: Class 2 contains 7969 members
Entering Unmasked Estep
Score: -2083226.125000 Penalty: 3180.083740
Iteration 33Q: 3 clusters Score -2083226 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9810 members
Mstep: Class 2 contains 7953 members
Entering Unmasked Estep
Score: -2083260.000000 Penalty: 3180.083740
Iteration 34Q: 3 clusters Score -2083260 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9818 members
Mstep: Class 2 contains 7945 members
Entering Unmasked Estep
Score: -2083282.750000 Penalty: 3180.083740
Iteration 35Q: 3 clusters Score -2083283 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9825 members
Mstep: Class 2 contains 7938 members
Entering Unmasked Estep
Score: -2083309.500000 Penalty: 3180.083740
Iteration 36Q: 3 clusters Score -2083310 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9835 members
Mstep: Class 2 contains 7928 members
Entering Unmasked Estep
Score: -2083328.875000 Penalty: 3180.083740
Iteration 37Q: 3 clusters Score -2083329 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9861 members
Mstep: Class 2 contains 7902 members
Entering Unmasked Estep
Score: -2083336.000000 Penalty: 3180.083740
Iteration 38Q: 3 clusters Score -2083336 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9886 members
Mstep: Class 2 contains 7877 members
Entering Unmasked Estep
Score: -2083355.000000 Penalty: 3180.083740
Iteration 39Q: 3 clusters Score -2083355 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9916 members
Mstep: Class 2 contains 7847 members
Entering Unmasked Estep
Score: -2083362.125000 Penalty: 3180.083740
Iteration 40F: 3 clusters Score -2083362 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9944 members
Mstep: Class 2 contains 7819 members
Entering Unmasked Estep
Score: -2083382.500000 Penalty: 3180.083740
Iteration 41Q: 3 clusters Score -2083382 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9981 members
Mstep: Class 2 contains 7782 members
Entering Unmasked Estep
Score: -2083392.625000 Penalty: 3180.083740
Iteration 42Q: 3 clusters Score -2083393 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10024 members
Mstep: Class 2 contains 7739 members
Entering Unmasked Estep
Score: -2083399.000000 Penalty: 3180.083740
Iteration 43Q: 3 clusters Score -2083399 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10056 members
Mstep: Class 2 contains 7707 members
Entering Unmasked Estep
Score: -2083400.875000 Penalty: 3180.083740
Iteration 44Q: 3 clusters Score -2083401 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10081 members
Mstep: Class 2 contains 7682 members
Entering Unmasked Estep
Score: -2083409.375000 Penalty: 3180.083740
Iteration 45Q: 3 clusters Score -2083409 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10110 members
Mstep: Class 2 contains 7653 members
Entering Unmasked Estep
Score: -2083420.375000 Penalty: 3180.083740
Iteration 46Q: 3 clusters Score -2083420 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10135 members
Mstep: Class 2 contains 7628 members
Entering Unmasked Estep
Score: -2083426.500000 Penalty: 3180.083740
Iteration 47Q: 3 clusters Score -2083426 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10149 members
Mstep: Class 2 contains 7614 members
Entering Unmasked Estep
Score: -2083429.625000 Penalty: 3180.083740
Iteration 48Q: 3 clusters Score -2083430 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10173 members
Mstep: Class 2 contains 7590 members
Entering Unmasked Estep
Score: -2083433.375000 Penalty: 3180.083740
Iteration 49Q: 3 clusters Score -2083433 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10192 members
Mstep: Class 2 contains 7571 members
Entering Unmasked Estep
Score: -2083436.750000 Penalty: 3180.083740
Iteration 50Q: 3 clusters Score -2083437 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10223 members
Mstep: Class 2 contains 7540 members
Entering Unmasked Estep
Score: -2083439.125000 Penalty: 3180.083740
Iteration 51Q: 3 clusters Score -2083439 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10248 members
Mstep: Class 2 contains 7515 members
Entering Unmasked Estep
Score: -2083448.000000 Penalty: 3180.083740
Iteration 52Q: 3 clusters Score -2083448 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10269 members
Mstep: Class 2 contains 7494 members
Entering Unmasked Estep
Score: -2083450.000000 Penalty: 3180.083740
Iteration 53Q: 3 clusters Score -2083450 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10297 members
Mstep: Class 2 contains 7466 members
Entering Unmasked Estep
Score: -2083449.750000 Penalty: 3180.083740
Iteration 54Q: 3 clusters Score -2083450 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10321 members
Mstep: Class 2 contains 7442 members
Entering Unmasked Estep
Score: -2083456.625000 Penalty: 3180.083740
Iteration 55Q: 3 clusters Score -2083457 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10349 members
Mstep: Class 2 contains 7414 members
Entering Unmasked Estep
Score: -2083462.125000 Penalty: 3180.083740
Iteration 56Q: 3 clusters Score -2083462 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10367 members
Mstep: Class 2 contains 7396 members
Entering Unmasked Estep
Score: -2083463.500000 Penalty: 3180.083740
Iteration 57Q: 3 clusters Score -2083464 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10386 members
Mstep: Class 2 contains 7377 members
Entering Unmasked Estep
Score: -2083470.125000 Penalty: 3180.083740
Iteration 58Q: 3 clusters Score -2083470 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10414 members
Mstep: Class 2 contains 7349 members
Entering Unmasked Estep
Score: -2083468.125000 Penalty: 3180.083740
Iteration 59Q: 3 clusters Score -2083468 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10436 members
Mstep: Class 2 contains 7327 members
Entering Unmasked Estep
Score: -2083478.250000 Penalty: 3180.083740
Iteration 60F: 3 clusters Score -2083478 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10456 members
Mstep: Class 2 contains 7307 members
Entering Unmasked Estep
Score: -2083483.875000 Penalty: 3180.083740
Iteration 61Q: 3 clusters Score -2083484 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10476 members
Mstep: Class 2 contains 7287 members
Entering Unmasked Estep
Score: -2083487.500000 Penalty: 3180.083740
Iteration 62Q: 3 clusters Score -2083488 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10490 members
Mstep: Class 2 contains 7273 members
Entering Unmasked Estep
Score: -2083484.625000 Penalty: 3180.083740
Iteration 63Q: 3 clusters Score -2083485 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10503 members
Mstep: Class 2 contains 7260 members
Entering Unmasked Estep
Score: -2083486.375000 Penalty: 3180.083740
Iteration 64Q: 3 clusters Score -2083486 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10511 members
Mstep: Class 2 contains 7252 members
Entering Unmasked Estep
Score: -2083487.000000 Penalty: 3180.083740
Iteration 65Q: 3 clusters Score -2083487 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10521 members
Mstep: Class 2 contains 7242 members
Entering Unmasked Estep
Score: -2083489.250000 Penalty: 3180.083740
Iteration 66Q: 3 clusters Score -2083489 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10529 members
Mstep: Class 2 contains 7234 members
Entering Unmasked Estep
Score: -2083495.125000 Penalty: 3180.083740
Iteration 67Q: 3 clusters Score -2083495 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10534 members
Mstep: Class 2 contains 7229 members
Entering Unmasked Estep
Score: -2083491.750000 Penalty: 3180.083740
Iteration 68Q: 3 clusters Score -2083492 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10540 members
Mstep: Class 2 contains 7223 members
Entering Unmasked Estep
Score: -2083494.000000 Penalty: 3180.083740
Iteration 69Q: 3 clusters Score -2083494 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10548 members
Mstep: Class 2 contains 7215 members
Entering Unmasked Estep
Score: -2083490.750000 Penalty: 3180.083740
Iteration 70Q: 3 clusters Score -2083491 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10554 members
Mstep: Class 2 contains 7209 members
Entering Unmasked Estep
Score: -2083494.625000 Penalty: 3180.083740
Iteration 71Q: 3 clusters Score -2083495 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10559 members
Mstep: Class 2 contains 7204 members
Entering Unmasked Estep
Score: -2083493.375000 Penalty: 3180.083740
Iteration 72Q: 3 clusters Score -2083493 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10562 members
Mstep: Class 2 contains 7201 members
Entering Unmasked Estep
Score: -2083494.500000 Penalty: 3180.083740
Iteration 73Q: 3 clusters Score -2083494 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10567 members
Mstep: Class 2 contains 7196 members
Entering Unmasked Estep
Score: -2083493.375000 Penalty: 3180.083740
Iteration 74Q: 3 clusters Score -2083493 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10573 members
Mstep: Class 2 contains 7190 members
Entering Unmasked Estep
Score: -2083492.375000 Penalty: 3180.083740
Iteration 75Q: 3 clusters Score -2083492 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10575 members
Mstep: Class 2 contains 7188 members
Entering Unmasked Estep
Score: -2083495.875000 Penalty: 3180.083740
Iteration 76Q: 3 clusters Score -2083496 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10577 members
Mstep: Class 2 contains 7186 members
Entering Unmasked Estep
Score: -2083492.250000 Penalty: 3180.083740
Iteration 77Q: 3 clusters Score -2083492 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10577 members
Mstep: Class 2 contains 7186 members
Entering Unmasked Estep
Score: -2083492.000000 Penalty: 3180.083740
Iteration 78Q: 3 clusters Score -2083492 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10577 members
Mstep: Class 2 contains 7186 members
Entering Unmasked Estep
Score: -2083491.750000 Penalty: 3180.083740
Iteration 79Q: 3 clusters Score -2083492 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10577 members
Mstep: Class 2 contains 7186 members
Entering Unmasked Estep
Score: -2083491.750000 Penalty: 3180.083740
Iteration 80F: 3 clusters Score -2083492 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (83020 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83020 members
Entering Unmasked Estep
Score: -9756769.000000 Penalty: 1840.610962
Iteration 0F: 2 clusters Score -9756769 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41345 members
Mstep: Class 2 contains 41675 members
Entering Unmasked Estep
Score: -9701453.000000 Penalty: 3681.221924
Iteration 0F: 3 clusters Score -9701453 nChanged 39333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38296 members
Mstep: Class 2 contains 44724 members
Entering Unmasked Estep
Score: -9724079.000000 Penalty: 3681.221924
Iteration 1F: 3 clusters Score -9724079 nChanged 2978
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36554 members
Mstep: Class 2 contains 46466 members
Entering Unmasked Estep
Score: -9724967.000000 Penalty: 3681.221924
Iteration 2Q: 3 clusters Score -9724967 nChanged 3466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33930 members
Mstep: Class 2 contains 49090 members
Entering Unmasked Estep
Score: -9726264.000000 Penalty: 3681.221924
Iteration 3Q: 3 clusters Score -9726264 nChanged 4323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30169 members
Mstep: Class 2 contains 52851 members
Entering Unmasked Estep
Score: -9728526.000000 Penalty: 3681.221924
Iteration 4F: 3 clusters Score -9728526 nChanged 5529
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25028 members
Mstep: Class 2 contains 57992 members
Entering Unmasked Estep
Score: -9732413.000000 Penalty: 3681.221924
Iteration 5F: 3 clusters Score -9732413 nChanged 6651
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18723 members
Mstep: Class 2 contains 64297 members
Entering Unmasked Estep
Score: -9738385.000000 Penalty: 3681.221924
Iteration 6F: 3 clusters Score -9738385 nChanged 6309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12714 members
Mstep: Class 2 contains 70306 members
Entering Unmasked Estep
Score: -9744650.000000 Penalty: 3681.221924
Iteration 7F: 3 clusters Score -9744650 nChanged 4604
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8420 members
Mstep: Class 2 contains 74600 members
Entering Unmasked Estep
Score: -9749449.000000 Penalty: 3681.221924
Iteration 8F: 3 clusters Score -9749449 nChanged 2717
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6159 members
Mstep: Class 2 contains 76861 members
Entering Unmasked Estep
Score: -9752541.000000 Penalty: 3681.221924
Iteration 9Q: 3 clusters Score -9752541 nChanged 1627
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5296 members
Mstep: Class 2 contains 77724 members
Entering Unmasked Estep
Score: -9754556.000000 Penalty: 3681.221924
Iteration 10Q: 3 clusters Score -9754556 nChanged 1168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5164 members
Mstep: Class 2 contains 77856 members
Entering Unmasked Estep
Score: -9756008.000000 Penalty: 3681.221924
Iteration 11Q: 3 clusters Score -9756008 nChanged 1044
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5394 members
Mstep: Class 2 contains 77626 members
Entering Unmasked Estep
Score: -9757100.000000 Penalty: 3681.221924
Iteration 12Q: 3 clusters Score -9757100 nChanged 943
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5805 members
Mstep: Class 2 contains 77215 members
Entering Unmasked Estep
Score: -9757948.000000 Penalty: 3681.221924
Iteration 13Q: 3 clusters Score -9757948 nChanged 912
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6349 members
Mstep: Class 2 contains 76671 members
Entering Unmasked Estep
Score: -9758669.000000 Penalty: 3681.221924
Iteration 14Q: 3 clusters Score -9758669 nChanged 824
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6975 members
Mstep: Class 2 contains 76045 members
Entering Unmasked Estep
Score: -9759344.000000 Penalty: 3681.221924
Iteration 15Q: 3 clusters Score -9759344 nChanged 735
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7586 members
Mstep: Class 2 contains 75434 members
Entering Unmasked Estep
Score: -9759758.000000 Penalty: 3681.221924
Iteration 16Q: 3 clusters Score -9759758 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8060 members
Mstep: Class 2 contains 74960 members
Entering Unmasked Estep
Score: -9760109.000000 Penalty: 3681.221924
Iteration 17Q: 3 clusters Score -9760109 nChanged 453
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8477 members
Mstep: Class 2 contains 74543 members
Entering Unmasked Estep
Score: -9760289.000000 Penalty: 3681.221924
Iteration 18Q: 3 clusters Score -9760289 nChanged 379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8852 members
Mstep: Class 2 contains 74168 members
Entering Unmasked Estep
Score: -9760401.000000 Penalty: 3681.221924
Iteration 19Q: 3 clusters Score -9760401 nChanged 375
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9227 members
Mstep: Class 2 contains 73793 members
Entering Unmasked Estep
Score: -9760643.000000 Penalty: 3681.221924
Iteration 20F: 3 clusters Score -9760643 nChanged 400
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9627 members
Mstep: Class 2 contains 73393 members
Entering Unmasked Estep
Score: -9760790.000000 Penalty: 3681.221924
Iteration 21Q: 3 clusters Score -9760790 nChanged 361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9988 members
Mstep: Class 2 contains 73032 members
Entering Unmasked Estep
Score: -9760935.000000 Penalty: 3681.221924
Iteration 22Q: 3 clusters Score -9760935 nChanged 320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10308 members
Mstep: Class 2 contains 72712 members
Entering Unmasked Estep
Score: -9760995.000000 Penalty: 3681.221924
Iteration 23Q: 3 clusters Score -9760995 nChanged 297
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10605 members
Mstep: Class 2 contains 72415 members
Entering Unmasked Estep
Score: -9761059.000000 Penalty: 3681.221924
Iteration 24Q: 3 clusters Score -9761059 nChanged 264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10869 members
Mstep: Class 2 contains 72151 members
Entering Unmasked Estep
Score: -9761151.000000 Penalty: 3681.221924
Iteration 25Q: 3 clusters Score -9761151 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11121 members
Mstep: Class 2 contains 71899 members
Entering Unmasked Estep
Score: -9761234.000000 Penalty: 3681.221924
Iteration 26Q: 3 clusters Score -9761234 nChanged 233
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11354 members
Mstep: Class 2 contains 71666 members
Entering Unmasked Estep
Score: -9761271.000000 Penalty: 3681.221924
Iteration 27Q: 3 clusters Score -9761271 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11560 members
Mstep: Class 2 contains 71460 members
Entering Unmasked Estep
Score: -9761318.000000 Penalty: 3681.221924
Iteration 28Q: 3 clusters Score -9761318 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11740 members
Mstep: Class 2 contains 71280 members
Entering Unmasked Estep
Score: -9761359.000000 Penalty: 3681.221924
Iteration 29Q: 3 clusters Score -9761359 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11926 members
Mstep: Class 2 contains 71094 members
Entering Unmasked Estep
Score: -9761445.000000 Penalty: 3681.221924
Iteration 30Q: 3 clusters Score -9761445 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12091 members
Mstep: Class 2 contains 70929 members
Entering Unmasked Estep
Score: -9761484.000000 Penalty: 3681.221924
Iteration 31Q: 3 clusters Score -9761484 nChanged 166
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12257 members
Mstep: Class 2 contains 70763 members
Entering Unmasked Estep
Score: -9761534.000000 Penalty: 3681.221924
Iteration 32Q: 3 clusters Score -9761534 nChanged 157
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12414 members
Mstep: Class 2 contains 70606 members
Entering Unmasked Estep
Score: -9761572.000000 Penalty: 3681.221924
Iteration 33Q: 3 clusters Score -9761572 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12559 members
Mstep: Class 2 contains 70461 members
Entering Unmasked Estep
Score: -9761589.000000 Penalty: 3681.221924
Iteration 34Q: 3 clusters Score -9761589 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12671 members
Mstep: Class 2 contains 70349 members
Entering Unmasked Estep
Score: -9761626.000000 Penalty: 3681.221924
Iteration 35Q: 3 clusters Score -9761626 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12779 members
Mstep: Class 2 contains 70241 members
Entering Unmasked Estep
Score: -9761632.000000 Penalty: 3681.221924
Iteration 36Q: 3 clusters Score -9761632 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12883 members
Mstep: Class 2 contains 70137 members
Entering Unmasked Estep
Score: -9761636.000000 Penalty: 3681.221924
Iteration 37Q: 3 clusters Score -9761636 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12988 members
Mstep: Class 2 contains 70032 members
Entering Unmasked Estep
Score: -9761677.000000 Penalty: 3681.221924
Iteration 38Q: 3 clusters Score -9761677 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13087 members
Mstep: Class 2 contains 69933 members
Entering Unmasked Estep
Score: -9761714.000000 Penalty: 3681.221924
Iteration 39Q: 3 clusters Score -9761714 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13162 members
Mstep: Class 2 contains 69858 members
Entering Unmasked Estep
Score: -9761730.000000 Penalty: 3681.221924
Iteration 40F: 3 clusters Score -9761730 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13240 members
Mstep: Class 2 contains 69780 members
Entering Unmasked Estep
Score: -9761732.000000 Penalty: 3681.221924
Iteration 41Q: 3 clusters Score -9761732 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13312 members
Mstep: Class 2 contains 69708 members
Entering Unmasked Estep
Score: -9761730.000000 Penalty: 3681.221924
Iteration 42Q: 3 clusters Score -9761730 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13383 members
Mstep: Class 2 contains 69637 members
Entering Unmasked Estep
Score: -9761726.000000 Penalty: 3681.221924
Iteration 43Q: 3 clusters Score -9761726 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13449 members
Mstep: Class 2 contains 69571 members
Entering Unmasked Estep
Score: -9761725.000000 Penalty: 3681.221924
Iteration 44Q: 3 clusters Score -9761725 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13514 members
Mstep: Class 2 contains 69506 members
Entering Unmasked Estep
Score: -9761764.000000 Penalty: 3681.221924
Iteration 45Q: 3 clusters Score -9761764 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13585 members
Mstep: Class 2 contains 69435 members
Entering Unmasked Estep
Score: -9761766.000000 Penalty: 3681.221924
Iteration 46Q: 3 clusters Score -9761766 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13651 members
Mstep: Class 2 contains 69369 members
Entering Unmasked Estep
Score: -9761768.000000 Penalty: 3681.221924
Iteration 47Q: 3 clusters Score -9761768 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13699 members
Mstep: Class 2 contains 69321 members
Entering Unmasked Estep
Score: -9761776.000000 Penalty: 3681.221924
Iteration 48Q: 3 clusters Score -9761776 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13738 members
Mstep: Class 2 contains 69282 members
Entering Unmasked Estep
Score: -9761789.000000 Penalty: 3681.221924
Iteration 49Q: 3 clusters Score -9761789 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13765 members
Mstep: Class 2 contains 69255 members
Entering Unmasked Estep
Score: -9761782.000000 Penalty: 3681.221924
Iteration 50Q: 3 clusters Score -9761782 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13793 members
Mstep: Class 2 contains 69227 members
Entering Unmasked Estep
Score: -9761795.000000 Penalty: 3681.221924
Iteration 51Q: 3 clusters Score -9761795 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13825 members
Mstep: Class 2 contains 69195 members
Entering Unmasked Estep
Score: -9761787.000000 Penalty: 3681.221924
Iteration 52Q: 3 clusters Score -9761787 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13857 members
Mstep: Class 2 contains 69163 members
Entering Unmasked Estep
Score: -9761803.000000 Penalty: 3681.221924
Iteration 53Q: 3 clusters Score -9761803 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13884 members
Mstep: Class 2 contains 69136 members
Entering Unmasked Estep
Score: -9761787.000000 Penalty: 3681.221924
Iteration 54Q: 3 clusters Score -9761787 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13915 members
Mstep: Class 2 contains 69105 members
Entering Unmasked Estep
Score: -9761796.000000 Penalty: 3681.221924
Iteration 55Q: 3 clusters Score -9761796 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13947 members
Mstep: Class 2 contains 69073 members
Entering Unmasked Estep
Score: -9761807.000000 Penalty: 3681.221924
Iteration 56Q: 3 clusters Score -9761807 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13976 members
Mstep: Class 2 contains 69044 members
Entering Unmasked Estep
Score: -9761817.000000 Penalty: 3681.221924
Iteration 57Q: 3 clusters Score -9761817 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14004 members
Mstep: Class 2 contains 69016 members
Entering Unmasked Estep
Score: -9761820.000000 Penalty: 3681.221924
Iteration 58Q: 3 clusters Score -9761820 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14029 members
Mstep: Class 2 contains 68991 members
Entering Unmasked Estep
Score: -9761825.000000 Penalty: 3681.221924
Iteration 59Q: 3 clusters Score -9761825 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14045 members
Mstep: Class 2 contains 68975 members
Entering Unmasked Estep
Score: -9761830.000000 Penalty: 3681.221924
Iteration 60F: 3 clusters Score -9761830 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14060 members
Mstep: Class 2 contains 68960 members
Entering Unmasked Estep
Score: -9761834.000000 Penalty: 3681.221924
Iteration 61Q: 3 clusters Score -9761834 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14080 members
Mstep: Class 2 contains 68940 members
Entering Unmasked Estep
Score: -9761846.000000 Penalty: 3681.221924
Iteration 62Q: 3 clusters Score -9761846 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14099 members
Mstep: Class 2 contains 68921 members
Entering Unmasked Estep
Score: -9761852.000000 Penalty: 3681.221924
Iteration 63Q: 3 clusters Score -9761852 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14111 members
Mstep: Class 2 contains 68909 members
Entering Unmasked Estep
Score: -9761860.000000 Penalty: 3681.221924
Iteration 64Q: 3 clusters Score -9761860 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14123 members
Mstep: Class 2 contains 68897 members
Entering Unmasked Estep
Score: -9761856.000000 Penalty: 3681.221924
Iteration 65Q: 3 clusters Score -9761856 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14131 members
Mstep: Class 2 contains 68889 members
Entering Unmasked Estep
Score: -9761856.000000 Penalty: 3681.221924
Iteration 66Q: 3 clusters Score -9761856 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14142 members
Mstep: Class 2 contains 68878 members
Entering Unmasked Estep
Score: -9761862.000000 Penalty: 3681.221924
Iteration 67Q: 3 clusters Score -9761862 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14158 members
Mstep: Class 2 contains 68862 members
Entering Unmasked Estep
Score: -9761865.000000 Penalty: 3681.221924
Iteration 68Q: 3 clusters Score -9761865 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14178 members
Mstep: Class 2 contains 68842 members
Entering Unmasked Estep
Score: -9761866.000000 Penalty: 3681.221924
Iteration 69Q: 3 clusters Score -9761866 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14196 members
Mstep: Class 2 contains 68824 members
Entering Unmasked Estep
Score: -9761863.000000 Penalty: 3681.221924
Iteration 70Q: 3 clusters Score -9761863 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14211 members
Mstep: Class 2 contains 68809 members
Entering Unmasked Estep
Score: -9761854.000000 Penalty: 3681.221924
Iteration 71Q: 3 clusters Score -9761854 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14225 members
Mstep: Class 2 contains 68795 members
Entering Unmasked Estep
Score: -9761851.000000 Penalty: 3681.221924
Iteration 72Q: 3 clusters Score -9761851 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14242 members
Mstep: Class 2 contains 68778 members
Entering Unmasked Estep
Score: -9761855.000000 Penalty: 3681.221924
Iteration 73Q: 3 clusters Score -9761855 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14257 members
Mstep: Class 2 contains 68763 members
Entering Unmasked Estep
Score: -9761853.000000 Penalty: 3681.221924
Iteration 74Q: 3 clusters Score -9761853 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14273 members
Mstep: Class 2 contains 68747 members
Entering Unmasked Estep
Score: -9761844.000000 Penalty: 3681.221924
Iteration 75Q: 3 clusters Score -9761844 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14289 members
Mstep: Class 2 contains 68731 members
Entering Unmasked Estep
Score: -9761859.000000 Penalty: 3681.221924
Iteration 76Q: 3 clusters Score -9761859 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14303 members
Mstep: Class 2 contains 68717 members
Entering Unmasked Estep
Score: -9761852.000000 Penalty: 3681.221924
Iteration 77Q: 3 clusters Score -9761852 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14311 members
Mstep: Class 2 contains 68709 members
Entering Unmasked Estep
Score: -9761855.000000 Penalty: 3681.221924
Iteration 78Q: 3 clusters Score -9761855 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14323 members
Mstep: Class 2 contains 68697 members
Entering Unmasked Estep
Score: -9761847.000000 Penalty: 3681.221924
Iteration 79Q: 3 clusters Score -9761847 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14337 members
Mstep: Class 2 contains 68683 members
Entering Unmasked Estep
Score: -9761850.000000 Penalty: 3681.221924
Iteration 80F: 3 clusters Score -9761850 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14341 members
Mstep: Class 2 contains 68679 members
Entering Unmasked Estep
Score: -9761858.000000 Penalty: 3681.221924
Iteration 81Q: 3 clusters Score -9761858 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14349 members
Mstep: Class 2 contains 68671 members
Entering Unmasked Estep
Score: -9761844.000000 Penalty: 3681.221924
Iteration 82Q: 3 clusters Score -9761844 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14355 members
Mstep: Class 2 contains 68665 members
Entering Unmasked Estep
Score: -9761853.000000 Penalty: 3681.221924
Iteration 83Q: 3 clusters Score -9761853 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14360 members
Mstep: Class 2 contains 68660 members
Entering Unmasked Estep
Score: -9761841.000000 Penalty: 3681.221924
Iteration 84Q: 3 clusters Score -9761841 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14363 members
Mstep: Class 2 contains 68657 members
Entering Unmasked Estep
Score: -9761844.000000 Penalty: 3681.221924
Iteration 85Q: 3 clusters Score -9761844 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14366 members
Mstep: Class 2 contains 68654 members
Entering Unmasked Estep
Score: -9761845.000000 Penalty: 3681.221924
Iteration 86Q: 3 clusters Score -9761845 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14373 members
Mstep: Class 2 contains 68647 members
Entering Unmasked Estep
Score: -9761846.000000 Penalty: 3681.221924
Iteration 87Q: 3 clusters Score -9761846 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14376 members
Mstep: Class 2 contains 68644 members
Entering Unmasked Estep
Score: -9761843.000000 Penalty: 3681.221924
Iteration 88Q: 3 clusters Score -9761843 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14378 members
Mstep: Class 2 contains 68642 members
Entering Unmasked Estep
Score: -9761848.000000 Penalty: 3681.221924
Iteration 89Q: 3 clusters Score -9761848 nChanged 5
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14383 members
Mstep: Class 2 contains 68637 members
Entering Unmasked Estep
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Iteration 90Q: 3 clusters Score -9761845 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14386 members
Mstep: Class 2 contains 68634 members
Entering Unmasked Estep
Score: -9761850.000000 Penalty: 3681.221924
Iteration 91Q: 3 clusters Score -9761850 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14392 members
Mstep: Class 2 contains 68628 members
Entering Unmasked Estep
Score: -9761851.000000 Penalty: 3681.221924
Iteration 92Q: 3 clusters Score -9761851 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14402 members
Mstep: Class 2 contains 68618 members
Entering Unmasked Estep
Score: -9761853.000000 Penalty: 3681.221924
Iteration 93Q: 3 clusters Score -9761853 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14415 members
Mstep: Class 2 contains 68605 members
Entering Unmasked Estep
Score: -9761866.000000 Penalty: 3681.221924
Iteration 94Q: 3 clusters Score -9761866 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14427 members
Mstep: Class 2 contains 68593 members
Entering Unmasked Estep
Score: -9761867.000000 Penalty: 3681.221924
Iteration 95Q: 3 clusters Score -9761867 nChanged 18
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14445 members
Mstep: Class 2 contains 68575 members
Entering Unmasked Estep
Score: -9761868.000000 Penalty: 3681.221924
Iteration 96Q: 3 clusters Score -9761868 nChanged 16
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Mstep: Class 1 contains 14461 members
Mstep: Class 2 contains 68559 members
Entering Unmasked Estep
Score: -9761868.000000 Penalty: 3681.221924
Iteration 97Q: 3 clusters Score -9761868 nChanged 20
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14481 members
Mstep: Class 2 contains 68539 members
Entering Unmasked Estep
Score: -9761872.000000 Penalty: 3681.221924
Iteration 98Q: 3 clusters Score -9761872 nChanged 25
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14506 members
Mstep: Class 2 contains 68514 members
Entering Unmasked Estep
Score: -9761884.000000 Penalty: 3681.221924
Iteration 99Q: 3 clusters Score -9761884 nChanged 29
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14535 members
Mstep: Class 2 contains 68485 members
Entering Unmasked Estep
Score: -9761883.000000 Penalty: 3681.221924
Iteration 100F: 3 clusters Score -9761883 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14569 members
Mstep: Class 2 contains 68451 members
Entering Unmasked Estep
Score: -9761888.000000 Penalty: 3681.221924
Iteration 101Q: 3 clusters Score -9761888 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14598 members
Mstep: Class 2 contains 68422 members
Entering Unmasked Estep
Score: -9761897.000000 Penalty: 3681.221924
Iteration 102Q: 3 clusters Score -9761897 nChanged 32
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14630 members
Mstep: Class 2 contains 68390 members
Entering Unmasked Estep
Score: -9761908.000000 Penalty: 3681.221924
Iteration 103Q: 3 clusters Score -9761908 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14664 members
Mstep: Class 2 contains 68356 members
Entering Unmasked Estep
Score: -9761911.000000 Penalty: 3681.221924
Iteration 104Q: 3 clusters Score -9761911 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14702 members
Mstep: Class 2 contains 68318 members
Entering Unmasked Estep
Score: -9761907.000000 Penalty: 3681.221924
Iteration 105Q: 3 clusters Score -9761907 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14732 members
Mstep: Class 2 contains 68288 members
Entering Unmasked Estep
Score: -9761922.000000 Penalty: 3681.221924
Iteration 106Q: 3 clusters Score -9761922 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14752 members
Mstep: Class 2 contains 68268 members
Entering Unmasked Estep
Score: -9761906.000000 Penalty: 3681.221924
Iteration 107Q: 3 clusters Score -9761906 nChanged 13
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14765 members
Mstep: Class 2 contains 68255 members
Entering Unmasked Estep
Score: -9761911.000000 Penalty: 3681.221924
Iteration 108Q: 3 clusters Score -9761911 nChanged 13
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14778 members
Mstep: Class 2 contains 68242 members
Entering Unmasked Estep
Score: -9761906.000000 Penalty: 3681.221924
Iteration 109Q: 3 clusters Score -9761906 nChanged 15
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14793 members
Mstep: Class 2 contains 68227 members
Entering Unmasked Estep
Score: -9761912.000000 Penalty: 3681.221924
Iteration 110Q: 3 clusters Score -9761912 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14814 members
Mstep: Class 2 contains 68206 members
Entering Unmasked Estep
Score: -9761890.000000 Penalty: 3681.221924
Iteration 111Q: 3 clusters Score -9761890 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14833 members
Mstep: Class 2 contains 68187 members
Entering Unmasked Estep
Score: -9761904.000000 Penalty: 3681.221924
Iteration 112Q: 3 clusters Score -9761904 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14849 members
Mstep: Class 2 contains 68171 members
Entering Unmasked Estep
Score: -9761915.000000 Penalty: 3681.221924
Iteration 113Q: 3 clusters Score -9761915 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14864 members
Mstep: Class 2 contains 68156 members
Entering Unmasked Estep
Score: -9761916.000000 Penalty: 3681.221924
Iteration 114Q: 3 clusters Score -9761916 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14881 members
Mstep: Class 2 contains 68139 members
Entering Unmasked Estep
Score: -9761922.000000 Penalty: 3681.221924
Iteration 115Q: 3 clusters Score -9761922 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14890 members
Mstep: Class 2 contains 68130 members
Entering Unmasked Estep
Score: -9761929.000000 Penalty: 3681.221924
Iteration 116Q: 3 clusters Score -9761929 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14901 members
Mstep: Class 2 contains 68119 members
Entering Unmasked Estep
Score: -9761930.000000 Penalty: 3681.221924
Iteration 117Q: 3 clusters Score -9761930 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14915 members
Mstep: Class 2 contains 68105 members
Entering Unmasked Estep
Score: -9761938.000000 Penalty: 3681.221924
Iteration 118Q: 3 clusters Score -9761938 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14929 members
Mstep: Class 2 contains 68091 members
Entering Unmasked Estep
Score: -9761934.000000 Penalty: 3681.221924
Iteration 119Q: 3 clusters Score -9761934 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14945 members
Mstep: Class 2 contains 68075 members
Entering Unmasked Estep
Score: -9761938.000000 Penalty: 3681.221924
Iteration 120F: 3 clusters Score -9761938 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14955 members
Mstep: Class 2 contains 68065 members
Entering Unmasked Estep
Score: -9761930.000000 Penalty: 3681.221924
Iteration 121Q: 3 clusters Score -9761930 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14962 members
Mstep: Class 2 contains 68058 members
Entering Unmasked Estep
Score: -9761933.000000 Penalty: 3681.221924
Iteration 122Q: 3 clusters Score -9761933 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14969 members
Mstep: Class 2 contains 68051 members
Entering Unmasked Estep
Score: -9761935.000000 Penalty: 3681.221924
Iteration 123Q: 3 clusters Score -9761935 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14976 members
Mstep: Class 2 contains 68044 members
Entering Unmasked Estep
Score: -9761935.000000 Penalty: 3681.221924
Iteration 124Q: 3 clusters Score -9761935 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14981 members
Mstep: Class 2 contains 68039 members
Entering Unmasked Estep
Score: -9761939.000000 Penalty: 3681.221924
Iteration 125Q: 3 clusters Score -9761939 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14985 members
Mstep: Class 2 contains 68035 members
Entering Unmasked Estep
Score: -9761938.000000 Penalty: 3681.221924
Iteration 126Q: 3 clusters Score -9761938 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14989 members
Mstep: Class 2 contains 68031 members
Entering Unmasked Estep
Score: -9761936.000000 Penalty: 3681.221924
Iteration 127Q: 3 clusters Score -9761936 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14992 members
Mstep: Class 2 contains 68028 members
Entering Unmasked Estep
Score: -9761937.000000 Penalty: 3681.221924
Iteration 128Q: 3 clusters Score -9761937 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14996 members
Mstep: Class 2 contains 68024 members
Entering Unmasked Estep
Score: -9761943.000000 Penalty: 3681.221924
Iteration 129Q: 3 clusters Score -9761943 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14998 members
Mstep: Class 2 contains 68022 members
Entering Unmasked Estep
Score: -9761946.000000 Penalty: 3681.221924
Iteration 130Q: 3 clusters Score -9761946 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15000 members
Mstep: Class 2 contains 68020 members
Entering Unmasked Estep
Score: -9761945.000000 Penalty: 3681.221924
Iteration 131Q: 3 clusters Score -9761945 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15003 members
Mstep: Class 2 contains 68017 members
Entering Unmasked Estep
Score: -9761939.000000 Penalty: 3681.221924
Iteration 132Q: 3 clusters Score -9761939 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15005 members
Mstep: Class 2 contains 68015 members
Entering Unmasked Estep
Score: -9761931.000000 Penalty: 3681.221924
Iteration 133Q: 3 clusters Score -9761931 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15009 members
Mstep: Class 2 contains 68011 members
Entering Unmasked Estep
Score: -9761924.000000 Penalty: 3681.221924
Iteration 134Q: 3 clusters Score -9761924 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15012 members
Mstep: Class 2 contains 68008 members
Entering Unmasked Estep
Score: -9761928.000000 Penalty: 3681.221924
Iteration 135Q: 3 clusters Score -9761928 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15015 members
Mstep: Class 2 contains 68005 members
Entering Unmasked Estep
Score: -9761934.000000 Penalty: 3681.221924
Iteration 136Q: 3 clusters Score -9761934 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15017 members
Mstep: Class 2 contains 68003 members
Entering Unmasked Estep
Score: -9761933.000000 Penalty: 3681.221924
Iteration 137Q: 3 clusters Score -9761933 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15018 members
Mstep: Class 2 contains 68002 members
Entering Unmasked Estep
Score: -9761937.000000 Penalty: 3681.221924
Iteration 138Q: 3 clusters Score -9761937 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15020 members
Mstep: Class 2 contains 68000 members
Entering Unmasked Estep
Score: -9761940.000000 Penalty: 3681.221924
Iteration 139Q: 3 clusters Score -9761940 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15023 members
Mstep: Class 2 contains 67997 members
Entering Unmasked Estep
Score: -9761939.000000 Penalty: 3681.221924
Iteration 140F: 3 clusters Score -9761939 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15024 members
Mstep: Class 2 contains 67996 members
Entering Unmasked Estep
Score: -9761950.000000 Penalty: 3681.221924
Iteration 141Q: 3 clusters Score -9761950 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15027 members
Mstep: Class 2 contains 67993 members
Entering Unmasked Estep
Score: -9761945.000000 Penalty: 3681.221924
Iteration 142Q: 3 clusters Score -9761945 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15031 members
Mstep: Class 2 contains 67989 members
Entering Unmasked Estep
Score: -9761949.000000 Penalty: 3681.221924
Iteration 143Q: 3 clusters Score -9761949 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15034 members
Mstep: Class 2 contains 67986 members
Entering Unmasked Estep
Score: -9761948.000000 Penalty: 3681.221924
Iteration 144Q: 3 clusters Score -9761948 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15036 members
Mstep: Class 2 contains 67984 members
Entering Unmasked Estep
Score: -9761954.000000 Penalty: 3681.221924
Iteration 145Q: 3 clusters Score -9761954 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15036 members
Mstep: Class 2 contains 67984 members
Entering Unmasked Estep
Score: -9761954.000000 Penalty: 3681.221924
Iteration 146F: 3 clusters Score -9761954 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 482 members
Mstep: Class 6 contains 20381 members
Mstep: Class 7 contains 17313 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 15036 members
Mstep: Class 10 contains 96088 members
Mstep: Class 11 contains 15045 members
Mstep: Class 12 contains 3254 members
Mstep: Class 13 contains 316 members
Mstep: Class 14 contains 67984 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 19788 members
Mstep: Class 19 contains 78953 members
Entering Unmasked Estep
Score: -67142328.000000 Penalty: 41021.519531
Splitting cluster 9 changes total score from -67103152.000000 to -67142328.000000
So it's getting split into cluster 14.
Entering ConstructFrom:
Trying to split cluster 10 (96088 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96088 members
Entering Unmasked Estep
Score: -11197073.000000 Penalty: 1864.365723
Iteration 0F: 2 clusters Score -1.119707e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47958 members
Mstep: Class 2 contains 48130 members
Entering Unmasked Estep
Score: -11132979.000000 Penalty: 3728.731445
Iteration 0F: 3 clusters Score -1.113298e+07 nChanged 46091
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46195 members
Mstep: Class 2 contains 49893 members
Entering Unmasked Estep
Score: -11160311.000000 Penalty: 3728.731445
Iteration 1F: 3 clusters Score -1.116031e+07 nChanged 4411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45278 members
Mstep: Class 2 contains 50810 members
Entering Unmasked Estep
Score: -11162373.000000 Penalty: 3728.731445
Iteration 2Q: 3 clusters Score -1.116237e+07 nChanged 5271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44211 members
Mstep: Class 2 contains 51877 members
Entering Unmasked Estep
Score: -11166206.000000 Penalty: 3728.731445
Iteration 3F: 3 clusters Score -1.116621e+07 nChanged 6227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43568 members
Mstep: Class 2 contains 52520 members
Entering Unmasked Estep
Score: -11171705.000000 Penalty: 3728.731445
Iteration 4F: 3 clusters Score -1.11717e+07 nChanged 7237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44415 members
Mstep: Class 2 contains 51673 members
Entering Unmasked Estep
Score: -11177749.000000 Penalty: 3728.731445
Iteration 5F: 3 clusters Score -1.117775e+07 nChanged 7499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46994 members
Mstep: Class 2 contains 49094 members
Entering Unmasked Estep
Score: -11184359.000000 Penalty: 3728.731445
Iteration 6F: 3 clusters Score -1.118436e+07 nChanged 7342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50594 members
Mstep: Class 2 contains 45494 members
Entering Unmasked Estep
Score: -11191866.000000 Penalty: 3728.731445
Iteration 7F: 3 clusters Score -1.119187e+07 nChanged 5958
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53728 members
Mstep: Class 2 contains 42360 members
Entering Unmasked Estep
Score: -11198276.000000 Penalty: 3728.731445
Iteration 8F: 3 clusters Score -1.119828e+07 nChanged 4077
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55449 members
Mstep: Class 2 contains 40639 members
Entering Unmasked Estep
Score: -11201623.000000 Penalty: 3728.731445
Iteration 9Q: 3 clusters Score -1.120162e+07 nChanged 2635
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56092 members
Mstep: Class 2 contains 39996 members
Entering Unmasked Estep
Score: -11203011.000000 Penalty: 3728.731445
Iteration 10Q: 3 clusters Score -1.120301e+07 nChanged 1835
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56297 members
Mstep: Class 2 contains 39791 members
Entering Unmasked Estep
Score: -11203624.000000 Penalty: 3728.731445
Iteration 11Q: 3 clusters Score -1.120362e+07 nChanged 1361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56308 members
Mstep: Class 2 contains 39780 members
Entering Unmasked Estep
Score: -11204003.000000 Penalty: 3728.731445
Iteration 12Q: 3 clusters Score -1.1204e+07 nChanged 1130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56210 members
Mstep: Class 2 contains 39878 members
Entering Unmasked Estep
Score: -11204391.000000 Penalty: 3728.731445
Iteration 13Q: 3 clusters Score -1.120439e+07 nChanged 984
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55988 members
Mstep: Class 2 contains 40100 members
Entering Unmasked Estep
Score: -11204615.000000 Penalty: 3728.731445
Iteration 14Q: 3 clusters Score -1.120462e+07 nChanged 867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55695 members
Mstep: Class 2 contains 40393 members
Entering Unmasked Estep
Score: -11204858.000000 Penalty: 3728.731445
Iteration 15Q: 3 clusters Score -1.120486e+07 nChanged 787
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55332 members
Mstep: Class 2 contains 40756 members
Entering Unmasked Estep
Score: -11205093.000000 Penalty: 3728.731445
Iteration 16Q: 3 clusters Score -1.120509e+07 nChanged 714
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54918 members
Mstep: Class 2 contains 41170 members
Entering Unmasked Estep
Score: -11205259.000000 Penalty: 3728.731445
Iteration 17Q: 3 clusters Score -1.120526e+07 nChanged 714
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54456 members
Mstep: Class 2 contains 41632 members
Entering Unmasked Estep
Score: -11205415.000000 Penalty: 3728.731445
Iteration 18Q: 3 clusters Score -1.120542e+07 nChanged 678
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53942 members
Mstep: Class 2 contains 42146 members
Entering Unmasked Estep
Score: -11205582.000000 Penalty: 3728.731445
Iteration 19Q: 3 clusters Score -1.120558e+07 nChanged 694
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53364 members
Mstep: Class 2 contains 42724 members
Entering Unmasked Estep
Score: -11205766.000000 Penalty: 3728.731445
Iteration 20F: 3 clusters Score -1.120577e+07 nChanged 731
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52719 members
Mstep: Class 2 contains 43369 members
Entering Unmasked Estep
Score: -11205953.000000 Penalty: 3728.731445
Iteration 21Q: 3 clusters Score -1.120595e+07 nChanged 714
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52061 members
Mstep: Class 2 contains 44027 members
Entering Unmasked Estep
Score: -11206157.000000 Penalty: 3728.731445
Iteration 22Q: 3 clusters Score -1.120616e+07 nChanged 722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51375 members
Mstep: Class 2 contains 44713 members
Entering Unmasked Estep
Score: -11206342.000000 Penalty: 3728.731445
Iteration 23Q: 3 clusters Score -1.120634e+07 nChanged 761
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50634 members
Mstep: Class 2 contains 45454 members
Entering Unmasked Estep
Score: -11206547.000000 Penalty: 3728.731445
Iteration 24Q: 3 clusters Score -1.120655e+07 nChanged 804
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49848 members
Mstep: Class 2 contains 46240 members
Entering Unmasked Estep
Score: -11206815.000000 Penalty: 3728.731445
Iteration 25Q: 3 clusters Score -1.120682e+07 nChanged 853
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49001 members
Mstep: Class 2 contains 47087 members
Entering Unmasked Estep
Score: -11207058.000000 Penalty: 3728.731445
Iteration 26Q: 3 clusters Score -1.120706e+07 nChanged 891
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48114 members
Mstep: Class 2 contains 47974 members
Entering Unmasked Estep
Score: -11207287.000000 Penalty: 3728.731445
Iteration 27Q: 3 clusters Score -1.120729e+07 nChanged 949
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47167 members
Mstep: Class 2 contains 48921 members
Entering Unmasked Estep
Score: -11207618.000000 Penalty: 3728.731445
Iteration 28Q: 3 clusters Score -1.120762e+07 nChanged 945
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46222 members
Mstep: Class 2 contains 49866 members
Entering Unmasked Estep
Score: -11207822.000000 Penalty: 3728.731445
Iteration 29Q: 3 clusters Score -1.120782e+07 nChanged 955
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45269 members
Mstep: Class 2 contains 50819 members
Entering Unmasked Estep
Score: -11208102.000000 Penalty: 3728.731445
Iteration 30Q: 3 clusters Score -1.12081e+07 nChanged 929
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44340 members
Mstep: Class 2 contains 51748 members
Entering Unmasked Estep
Score: -11208399.000000 Penalty: 3728.731445
Iteration 31Q: 3 clusters Score -1.12084e+07 nChanged 881
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43459 members
Mstep: Class 2 contains 52629 members
Entering Unmasked Estep
Score: -11208621.000000 Penalty: 3728.731445
Iteration 32Q: 3 clusters Score -1.120862e+07 nChanged 904
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42555 members
Mstep: Class 2 contains 53533 members
Entering Unmasked Estep
Score: -11208906.000000 Penalty: 3728.731445
Iteration 33Q: 3 clusters Score -1.120891e+07 nChanged 921
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41634 members
Mstep: Class 2 contains 54454 members
Entering Unmasked Estep
Score: -11209214.000000 Penalty: 3728.731445
Iteration 34Q: 3 clusters Score -1.120921e+07 nChanged 915
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40719 members
Mstep: Class 2 contains 55369 members
Entering Unmasked Estep
Score: -11209480.000000 Penalty: 3728.731445
Iteration 35Q: 3 clusters Score -1.120948e+07 nChanged 1033
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39686 members
Mstep: Class 2 contains 56402 members
Entering Unmasked Estep
Score: -11209919.000000 Penalty: 3728.731445
Iteration 36Q: 3 clusters Score -1.120992e+07 nChanged 1039
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38647 members
Mstep: Class 2 contains 57441 members
Entering Unmasked Estep
Score: -11210329.000000 Penalty: 3728.731445
Iteration 37Q: 3 clusters Score -1.121033e+07 nChanged 1068
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37579 members
Mstep: Class 2 contains 58509 members
Entering Unmasked Estep
Score: -11210791.000000 Penalty: 3728.731445
Iteration 38Q: 3 clusters Score -1.121079e+07 nChanged 1049
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36530 members
Mstep: Class 2 contains 59558 members
Entering Unmasked Estep
Score: -11211314.000000 Penalty: 3728.731445
Iteration 39Q: 3 clusters Score -1.121131e+07 nChanged 989
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35541 members
Mstep: Class 2 contains 60547 members
Entering Unmasked Estep
Score: -11211735.000000 Penalty: 3728.731445
Iteration 40F: 3 clusters Score -1.121174e+07 nChanged 972
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34569 members
Mstep: Class 2 contains 61519 members
Entering Unmasked Estep
Score: -11212138.000000 Penalty: 3728.731445
Iteration 41Q: 3 clusters Score -1.121214e+07 nChanged 917
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33652 members
Mstep: Class 2 contains 62436 members
Entering Unmasked Estep
Score: -11212438.000000 Penalty: 3728.731445
Iteration 42Q: 3 clusters Score -1.121244e+07 nChanged 880
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32772 members
Mstep: Class 2 contains 63316 members
Entering Unmasked Estep
Score: -11212790.000000 Penalty: 3728.731445
Iteration 43Q: 3 clusters Score -1.121279e+07 nChanged 825
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31947 members
Mstep: Class 2 contains 64141 members
Entering Unmasked Estep
Score: -11213029.000000 Penalty: 3728.731445
Iteration 44Q: 3 clusters Score -1.121303e+07 nChanged 758
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31189 members
Mstep: Class 2 contains 64899 members
Entering Unmasked Estep
Score: -11213301.000000 Penalty: 3728.731445
Iteration 45Q: 3 clusters Score -1.12133e+07 nChanged 757
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30432 members
Mstep: Class 2 contains 65656 members
Entering Unmasked Estep
Score: -11213595.000000 Penalty: 3728.731445
Iteration 46Q: 3 clusters Score -1.12136e+07 nChanged 789
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29643 members
Mstep: Class 2 contains 66445 members
Entering Unmasked Estep
Score: -11213964.000000 Penalty: 3728.731445
Iteration 47Q: 3 clusters Score -1.121396e+07 nChanged 717
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28926 members
Mstep: Class 2 contains 67162 members
Entering Unmasked Estep
Score: -11214235.000000 Penalty: 3728.731445
Iteration 48Q: 3 clusters Score -1.121424e+07 nChanged 686
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28240 members
Mstep: Class 2 contains 67848 members
Entering Unmasked Estep
Score: -11214497.000000 Penalty: 3728.731445
Iteration 49Q: 3 clusters Score -1.12145e+07 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27590 members
Mstep: Class 2 contains 68498 members
Entering Unmasked Estep
Score: -11214695.000000 Penalty: 3728.731445
Iteration 50Q: 3 clusters Score -1.12147e+07 nChanged 533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27057 members
Mstep: Class 2 contains 69031 members
Entering Unmasked Estep
Score: -11214804.000000 Penalty: 3728.731445
Iteration 51Q: 3 clusters Score -1.12148e+07 nChanged 458
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26599 members
Mstep: Class 2 contains 69489 members
Entering Unmasked Estep
Score: -11214893.000000 Penalty: 3728.731445
Iteration 52Q: 3 clusters Score -1.121489e+07 nChanged 400
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26199 members
Mstep: Class 2 contains 69889 members
Entering Unmasked Estep
Score: -11214981.000000 Penalty: 3728.731445
Iteration 53Q: 3 clusters Score -1.121498e+07 nChanged 357
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25842 members
Mstep: Class 2 contains 70246 members
Entering Unmasked Estep
Score: -11215019.000000 Penalty: 3728.731445
Iteration 54Q: 3 clusters Score -1.121502e+07 nChanged 301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25541 members
Mstep: Class 2 contains 70547 members
Entering Unmasked Estep
Score: -11215018.000000 Penalty: 3728.731445
Iteration 55Q: 3 clusters Score -1.121502e+07 nChanged 236
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25305 members
Mstep: Class 2 contains 70783 members
Entering Unmasked Estep
Score: -11215042.000000 Penalty: 3728.731445
Iteration 56Q: 3 clusters Score -1.121504e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25126 members
Mstep: Class 2 contains 70962 members
Entering Unmasked Estep
Score: -11215070.000000 Penalty: 3728.731445
Iteration 57Q: 3 clusters Score -1.121507e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24986 members
Mstep: Class 2 contains 71102 members
Entering Unmasked Estep
Score: -11215096.000000 Penalty: 3728.731445
Iteration 58Q: 3 clusters Score -1.12151e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24867 members
Mstep: Class 2 contains 71221 members
Entering Unmasked Estep
Score: -11215085.000000 Penalty: 3728.731445
Iteration 59Q: 3 clusters Score -1.121508e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24756 members
Mstep: Class 2 contains 71332 members
Entering Unmasked Estep
Score: -11215091.000000 Penalty: 3728.731445
Iteration 60F: 3 clusters Score -1.121509e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24669 members
Mstep: Class 2 contains 71419 members
Entering Unmasked Estep
Score: -11215108.000000 Penalty: 3728.731445
Iteration 61Q: 3 clusters Score -1.121511e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24595 members
Mstep: Class 2 contains 71493 members
Entering Unmasked Estep
Score: -11215113.000000 Penalty: 3728.731445
Iteration 62Q: 3 clusters Score -1.121511e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24532 members
Mstep: Class 2 contains 71556 members
Entering Unmasked Estep
Score: -11215119.000000 Penalty: 3728.731445
Iteration 63Q: 3 clusters Score -1.121512e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24477 members
Mstep: Class 2 contains 71611 members
Entering Unmasked Estep
Score: -11215127.000000 Penalty: 3728.731445
Iteration 64Q: 3 clusters Score -1.121513e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24434 members
Mstep: Class 2 contains 71654 members
Entering Unmasked Estep
Score: -11215122.000000 Penalty: 3728.731445
Iteration 65Q: 3 clusters Score -1.121512e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24409 members
Mstep: Class 2 contains 71679 members
Entering Unmasked Estep
Score: -11215121.000000 Penalty: 3728.731445
Iteration 66Q: 3 clusters Score -1.121512e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24386 members
Mstep: Class 2 contains 71702 members
Entering Unmasked Estep
Score: -11215127.000000 Penalty: 3728.731445
Iteration 67Q: 3 clusters Score -1.121513e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24365 members
Mstep: Class 2 contains 71723 members
Entering Unmasked Estep
Score: -11215138.000000 Penalty: 3728.731445
Iteration 68Q: 3 clusters Score -1.121514e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24352 members
Mstep: Class 2 contains 71736 members
Entering Unmasked Estep
Score: -11215139.000000 Penalty: 3728.731445
Iteration 69Q: 3 clusters Score -1.121514e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24343 members
Mstep: Class 2 contains 71745 members
Entering Unmasked Estep
Score: -11215137.000000 Penalty: 3728.731445
Iteration 70Q: 3 clusters Score -1.121514e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24334 members
Mstep: Class 2 contains 71754 members
Entering Unmasked Estep
Score: -11215149.000000 Penalty: 3728.731445
Iteration 71Q: 3 clusters Score -1.121515e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24328 members
Mstep: Class 2 contains 71760 members
Entering Unmasked Estep
Score: -11215155.000000 Penalty: 3728.731445
Iteration 72Q: 3 clusters Score -1.121516e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24325 members
Mstep: Class 2 contains 71763 members
Entering Unmasked Estep
Score: -11215155.000000 Penalty: 3728.731445
Iteration 73Q: 3 clusters Score -1.121516e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24321 members
Mstep: Class 2 contains 71767 members
Entering Unmasked Estep
Score: -11215140.000000 Penalty: 3728.731445
Iteration 74Q: 3 clusters Score -1.121514e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24318 members
Mstep: Class 2 contains 71770 members
Entering Unmasked Estep
Score: -11215141.000000 Penalty: 3728.731445
Iteration 75Q: 3 clusters Score -1.121514e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24318 members
Mstep: Class 2 contains 71770 members
Entering Unmasked Estep
Score: -11215141.000000 Penalty: 3728.731445
Iteration 76F: 3 clusters Score -1.121514e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 482 members
Mstep: Class 6 contains 20381 members
Mstep: Class 7 contains 17313 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 15036 members
Mstep: Class 10 contains 24318 members
Mstep: Class 11 contains 15045 members
Mstep: Class 12 contains 3254 members
Mstep: Class 13 contains 316 members
Mstep: Class 14 contains 67984 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 19788 members
Mstep: Class 19 contains 78953 members
Mstep: Class 20 contains 71770 members
Entering Unmasked Estep
Score: -67160280.000000 Penalty: 43180.546875
Splitting cluster 10 changes total score from -67103152.000000 to -67160280.000000
So it's getting split into cluster 20.
Entering ConstructFrom:
Trying to split cluster 11 (15045 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15045 members
Entering Unmasked Estep
Score: -1629190.375000 Penalty: 1563.055176
Iteration 0F: 2 clusters Score -1629190 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7532 members
Mstep: Class 2 contains 7513 members
Entering Unmasked Estep
Score: -1618822.750000 Penalty: 3126.110352
Iteration 0F: 3 clusters Score -1618823 nChanged 6710
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6994 members
Mstep: Class 2 contains 8051 members
Entering Unmasked Estep
Score: -1623776.250000 Penalty: 3126.110352
Iteration 1F: 3 clusters Score -1623776 nChanged 1720
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6226 members
Mstep: Class 2 contains 8819 members
Entering Unmasked Estep
Score: -1625858.875000 Penalty: 3126.110352
Iteration 2F: 3 clusters Score -1625859 nChanged 1813
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5331 members
Mstep: Class 2 contains 9714 members
Entering Unmasked Estep
Score: -1627806.250000 Penalty: 3126.110352
Iteration 3F: 3 clusters Score -1627806 nChanged 1304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4665 members
Mstep: Class 2 contains 10380 members
Entering Unmasked Estep
Score: -1628784.375000 Penalty: 3126.110352
Iteration 4F: 3 clusters Score -1628784 nChanged 717
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4322 members
Mstep: Class 2 contains 10723 members
Entering Unmasked Estep
Score: -1629123.000000 Penalty: 3126.110352
Iteration 5Q: 3 clusters Score -1629123 nChanged 334
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4178 members
Mstep: Class 2 contains 10867 members
Entering Unmasked Estep
Score: -1629223.625000 Penalty: 3126.110352
Iteration 6Q: 3 clusters Score -1629224 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4102 members
Mstep: Class 2 contains 10943 members
Entering Unmasked Estep
Score: -1629266.625000 Penalty: 3126.110352
Iteration 7Q: 3 clusters Score -1629267 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4051 members
Mstep: Class 2 contains 10994 members
Entering Unmasked Estep
Score: -1629289.500000 Penalty: 3126.110352
Iteration 8Q: 3 clusters Score -1629290 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4009 members
Mstep: Class 2 contains 11036 members
Entering Unmasked Estep
Score: -1629290.500000 Penalty: 3126.110352
Iteration 9Q: 3 clusters Score -1629290 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3985 members
Mstep: Class 2 contains 11060 members
Entering Unmasked Estep
Score: -1629300.000000 Penalty: 3126.110352
Iteration 10Q: 3 clusters Score -1629300 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3966 members
Mstep: Class 2 contains 11079 members
Entering Unmasked Estep
Score: -1629305.875000 Penalty: 3126.110352
Iteration 11Q: 3 clusters Score -1629306 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3954 members
Mstep: Class 2 contains 11091 members
Entering Unmasked Estep
Score: -1629309.875000 Penalty: 3126.110352
Iteration 12Q: 3 clusters Score -1629310 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3945 members
Mstep: Class 2 contains 11100 members
Entering Unmasked Estep
Score: -1629304.375000 Penalty: 3126.110352
Iteration 13Q: 3 clusters Score -1629304 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3946 members
Mstep: Class 2 contains 11099 members
Entering Unmasked Estep
Score: -1629305.625000 Penalty: 3126.110352
Iteration 14Q: 3 clusters Score -1629306 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3948 members
Mstep: Class 2 contains 11097 members
Entering Unmasked Estep
Score: -1629304.875000 Penalty: 3126.110352
Iteration 15Q: 3 clusters Score -1629305 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3946 members
Mstep: Class 2 contains 11099 members
Entering Unmasked Estep
Score: -1629309.000000 Penalty: 3126.110352
Iteration 16Q: 3 clusters Score -1629309 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3944 members
Mstep: Class 2 contains 11101 members
Entering Unmasked Estep
Score: -1629308.250000 Penalty: 3126.110352
Iteration 17Q: 3 clusters Score -1629308 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3944 members
Mstep: Class 2 contains 11101 members
Entering Unmasked Estep
Score: -1629308.250000 Penalty: 3126.110352
Iteration 18F: 3 clusters Score -1629308 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 482 members
Mstep: Class 6 contains 20381 members
Mstep: Class 7 contains 17313 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 15036 members
Mstep: Class 10 contains 24318 members
Mstep: Class 11 contains 3944 members
Mstep: Class 12 contains 3254 members
Mstep: Class 13 contains 316 members
Mstep: Class 14 contains 67984 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 19788 members
Mstep: Class 19 contains 78953 members
Mstep: Class 20 contains 71770 members
Mstep: Class 21 contains 11101 members
Entering Unmasked Estep
Score: -67159856.000000 Penalty: 45339.574219
Splitting cluster 11 changes total score from -67103152.000000 to -67159856.000000
So it's getting split into cluster 21.
Entering ConstructFrom:
Trying to split cluster 12 (3254 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3254 members
Entering Unmasked Estep
Score: -379577.000000 Penalty: 1314.241577
Iteration 0F: 2 clusters Score -379577 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1638 members
Mstep: Class 2 contains 1616 members
Entering Unmasked Estep
Score: -376752.718750 Penalty: 2628.483154
Iteration 0F: 3 clusters Score -376752.7 nChanged 1250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1716 members
Mstep: Class 2 contains 1538 members
Entering Unmasked Estep
Score: -377560.437500 Penalty: 2628.483154
Iteration 1F: 3 clusters Score -377560.4 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1783 members
Mstep: Class 2 contains 1471 members
Entering Unmasked Estep
Score: -377845.468750 Penalty: 2628.483154
Iteration 2F: 3 clusters Score -377845.5 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1869 members
Mstep: Class 2 contains 1385 members
Entering Unmasked Estep
Score: -378076.156250 Penalty: 2628.483154
Iteration 3F: 3 clusters Score -378076.2 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1950 members
Mstep: Class 2 contains 1304 members
Entering Unmasked Estep
Score: -378272.218750 Penalty: 2628.483154
Iteration 4F: 3 clusters Score -378272.2 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2042 members
Mstep: Class 2 contains 1212 members
Entering Unmasked Estep
Score: -378428.250000 Penalty: 2628.483154
Iteration 5F: 3 clusters Score -378428.2 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2106 members
Mstep: Class 2 contains 1148 members
Entering Unmasked Estep
Score: -378558.000000 Penalty: 2628.483154
Iteration 6Q: 3 clusters Score -378558 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2156 members
Mstep: Class 2 contains 1098 members
Entering Unmasked Estep
Score: -378674.656250 Penalty: 2628.483154
Iteration 7Q: 3 clusters Score -378674.7 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2194 members
Mstep: Class 2 contains 1060 members
Entering Unmasked Estep
Score: -378750.281250 Penalty: 2628.483154
Iteration 8Q: 3 clusters Score -378750.3 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2222 members
Mstep: Class 2 contains 1032 members
Entering Unmasked Estep
Score: -378795.687500 Penalty: 2628.483154
Iteration 9Q: 3 clusters Score -378795.7 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2247 members
Mstep: Class 2 contains 1007 members
Entering Unmasked Estep
Score: -378830.218750 Penalty: 2628.483154
Iteration 10Q: 3 clusters Score -378830.2 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2285 members
Mstep: Class 2 contains 969 members
Entering Unmasked Estep
Score: -378859.875000 Penalty: 2628.483154
Iteration 11Q: 3 clusters Score -378859.9 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2318 members
Mstep: Class 2 contains 936 members
Entering Unmasked Estep
Score: -378882.187500 Penalty: 2628.483154
Iteration 12Q: 3 clusters Score -378882.2 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2350 members
Mstep: Class 2 contains 904 members
Entering Unmasked Estep
Score: -378907.531250 Penalty: 2628.483154
Iteration 13Q: 3 clusters Score -378907.5 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2379 members
Mstep: Class 2 contains 875 members
Entering Unmasked Estep
Score: -378935.093750 Penalty: 2628.483154
Iteration 14Q: 3 clusters Score -378935.1 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2416 members
Mstep: Class 2 contains 838 members
Entering Unmasked Estep
Score: -378961.531250 Penalty: 2628.483154
Iteration 15Q: 3 clusters Score -378961.5 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2461 members
Mstep: Class 2 contains 793 members
Entering Unmasked Estep
Score: -378993.218750 Penalty: 2628.483154
Iteration 16Q: 3 clusters Score -378993.2 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2498 members
Mstep: Class 2 contains 756 members
Entering Unmasked Estep
Score: -379020.031250 Penalty: 2628.483154
Iteration 17Q: 3 clusters Score -379020 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2542 members
Mstep: Class 2 contains 712 members
Entering Unmasked Estep
Score: -379044.468750 Penalty: 2628.483154
Iteration 18Q: 3 clusters Score -379044.5 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2575 members
Mstep: Class 2 contains 679 members
Entering Unmasked Estep
Score: -379065.406250 Penalty: 2628.483154
Iteration 19Q: 3 clusters Score -379065.4 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2604 members
Mstep: Class 2 contains 650 members
Entering Unmasked Estep
Score: -379083.562500 Penalty: 2628.483154
Iteration 20F: 3 clusters Score -379083.6 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2627 members
Mstep: Class 2 contains 627 members
Entering Unmasked Estep
Score: -379096.500000 Penalty: 2628.483154
Iteration 21Q: 3 clusters Score -379096.5 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2648 members
Mstep: Class 2 contains 606 members
Entering Unmasked Estep
Score: -379110.218750 Penalty: 2628.483154
Iteration 22Q: 3 clusters Score -379110.2 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2666 members
Mstep: Class 2 contains 588 members
Entering Unmasked Estep
Score: -379119.781250 Penalty: 2628.483154
Iteration 23Q: 3 clusters Score -379119.8 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2679 members
Mstep: Class 2 contains 575 members
Entering Unmasked Estep
Score: -379126.812500 Penalty: 2628.483154
Iteration 24Q: 3 clusters Score -379126.8 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2687 members
Mstep: Class 2 contains 567 members
Entering Unmasked Estep
Score: -379129.718750 Penalty: 2628.483154
Iteration 25Q: 3 clusters Score -379129.7 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2693 members
Mstep: Class 2 contains 561 members
Entering Unmasked Estep
Score: -379131.843750 Penalty: 2628.483154
Iteration 26Q: 3 clusters Score -379131.8 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2700 members
Mstep: Class 2 contains 554 members
Entering Unmasked Estep
Score: -379135.187500 Penalty: 2628.483154
Iteration 27Q: 3 clusters Score -379135.2 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2709 members
Mstep: Class 2 contains 545 members
Entering Unmasked Estep
Score: -379138.875000 Penalty: 2628.483154
Iteration 28Q: 3 clusters Score -379138.9 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2717 members
Mstep: Class 2 contains 537 members
Entering Unmasked Estep
Score: -379144.843750 Penalty: 2628.483154
Iteration 29Q: 3 clusters Score -379144.8 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2725 members
Mstep: Class 2 contains 529 members
Entering Unmasked Estep
Score: -379149.187500 Penalty: 2628.483154
Iteration 30Q: 3 clusters Score -379149.2 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2730 members
Mstep: Class 2 contains 524 members
Entering Unmasked Estep
Score: -379151.937500 Penalty: 2628.483154
Iteration 31Q: 3 clusters Score -379151.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2732 members
Mstep: Class 2 contains 522 members
Entering Unmasked Estep
Score: -379153.312500 Penalty: 2628.483154
Iteration 32Q: 3 clusters Score -379153.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2735 members
Mstep: Class 2 contains 519 members
Entering Unmasked Estep
Score: -379153.781250 Penalty: 2628.483154
Iteration 33Q: 3 clusters Score -379153.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2736 members
Mstep: Class 2 contains 518 members
Entering Unmasked Estep
Score: -379153.625000 Penalty: 2628.483154
Iteration 34Q: 3 clusters Score -379153.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2739 members
Mstep: Class 2 contains 515 members
Entering Unmasked Estep
Score: -379154.750000 Penalty: 2628.483154
Iteration 35Q: 3 clusters Score -379154.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2740 members
Mstep: Class 2 contains 514 members
Entering Unmasked Estep
Score: -379155.093750 Penalty: 2628.483154
Iteration 36Q: 3 clusters Score -379155.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2741 members
Mstep: Class 2 contains 513 members
Entering Unmasked Estep
Score: -379155.625000 Penalty: 2628.483154
Iteration 37Q: 3 clusters Score -379155.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2743 members
Mstep: Class 2 contains 511 members
Entering Unmasked Estep
Score: -379158.312500 Penalty: 2628.483154
Iteration 38Q: 3 clusters Score -379158.3 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2749 members
Mstep: Class 2 contains 505 members
Entering Unmasked Estep
Score: -379164.406250 Penalty: 2628.483154
Iteration 39Q: 3 clusters Score -379164.4 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2755 members
Mstep: Class 2 contains 499 members
Entering Unmasked Estep
Score: -379167.312500 Penalty: 2628.483154
Iteration 40F: 3 clusters Score -379167.3 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2764 members
Mstep: Class 2 contains 490 members
Entering Unmasked Estep
Score: -379174.218750 Penalty: 2628.483154
Iteration 41Q: 3 clusters Score -379174.2 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2772 members
Mstep: Class 2 contains 482 members
Entering Unmasked Estep
Score: -379179.500000 Penalty: 2628.483154
Iteration 42Q: 3 clusters Score -379179.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2776 members
Mstep: Class 2 contains 478 members
Entering Unmasked Estep
Score: -379181.031250 Penalty: 2628.483154
Iteration 43Q: 3 clusters Score -379181 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2780 members
Mstep: Class 2 contains 474 members
Entering Unmasked Estep
Score: -379183.531250 Penalty: 2628.483154
Iteration 44Q: 3 clusters Score -379183.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2784 members
Mstep: Class 2 contains 470 members
Entering Unmasked Estep
Score: -379187.687500 Penalty: 2628.483154
Iteration 45Q: 3 clusters Score -379187.7 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2793 members
Mstep: Class 2 contains 461 members
Entering Unmasked Estep
Score: -379195.968750 Penalty: 2628.483154
Iteration 46Q: 3 clusters Score -379196 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2804 members
Mstep: Class 2 contains 450 members
Entering Unmasked Estep
Score: -379203.406250 Penalty: 2628.483154
Iteration 47Q: 3 clusters Score -379203.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2813 members
Mstep: Class 2 contains 441 members
Entering Unmasked Estep
Score: -379208.625000 Penalty: 2628.483154
Iteration 48Q: 3 clusters Score -379208.6 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2817 members
Mstep: Class 2 contains 437 members
Entering Unmasked Estep
Score: -379211.312500 Penalty: 2628.483154
Iteration 49Q: 3 clusters Score -379211.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2822 members
Mstep: Class 2 contains 432 members
Entering Unmasked Estep
Score: -379213.968750 Penalty: 2628.483154
Iteration 50Q: 3 clusters Score -379214 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2827 members
Mstep: Class 2 contains 427 members
Entering Unmasked Estep
Score: -379216.187500 Penalty: 2628.483154
Iteration 51Q: 3 clusters Score -379216.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2831 members
Mstep: Class 2 contains 423 members
Entering Unmasked Estep
Score: -379219.125000 Penalty: 2628.483154
Iteration 52Q: 3 clusters Score -379219.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2835 members
Mstep: Class 2 contains 419 members
Entering Unmasked Estep
Score: -379221.843750 Penalty: 2628.483154
Iteration 53Q: 3 clusters Score -379221.8 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2839 members
Mstep: Class 2 contains 415 members
Entering Unmasked Estep
Score: -379223.156250 Penalty: 2628.483154
Iteration 54Q: 3 clusters Score -379223.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2841 members
Mstep: Class 2 contains 413 members
Entering Unmasked Estep
Score: -379224.375000 Penalty: 2628.483154
Iteration 55Q: 3 clusters Score -379224.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2842 members
Mstep: Class 2 contains 412 members
Entering Unmasked Estep
Score: -379224.718750 Penalty: 2628.483154
Iteration 56Q: 3 clusters Score -379224.7 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2845 members
Mstep: Class 2 contains 409 members
Entering Unmasked Estep
Score: -379225.718750 Penalty: 2628.483154
Iteration 57Q: 3 clusters Score -379225.7 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2848 members
Mstep: Class 2 contains 406 members
Entering Unmasked Estep
Score: -379228.187500 Penalty: 2628.483154
Iteration 58Q: 3 clusters Score -379228.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2851 members
Mstep: Class 2 contains 403 members
Entering Unmasked Estep
Score: -379231.000000 Penalty: 2628.483154
Iteration 59Q: 3 clusters Score -379231 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2856 members
Mstep: Class 2 contains 398 members
Entering Unmasked Estep
Score: -379234.718750 Penalty: 2628.483154
Iteration 60F: 3 clusters Score -379234.7 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2861 members
Mstep: Class 2 contains 393 members
Entering Unmasked Estep
Score: -379237.718750 Penalty: 2628.483154
Iteration 61Q: 3 clusters Score -379237.7 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2865 members
Mstep: Class 2 contains 389 members
Entering Unmasked Estep
Score: -379242.062500 Penalty: 2628.483154
Iteration 62Q: 3 clusters Score -379242.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2868 members
Mstep: Class 2 contains 386 members
Entering Unmasked Estep
Score: -379244.875000 Penalty: 2628.483154
Iteration 63Q: 3 clusters Score -379244.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2872 members
Mstep: Class 2 contains 382 members
Entering Unmasked Estep
Score: -379246.531250 Penalty: 2628.483154
Iteration 64Q: 3 clusters Score -379246.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2873 members
Mstep: Class 2 contains 381 members
Entering Unmasked Estep
Score: -379247.468750 Penalty: 2628.483154
Iteration 65Q: 3 clusters Score -379247.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2875 members
Mstep: Class 2 contains 379 members
Entering Unmasked Estep
Score: -379248.625000 Penalty: 2628.483154
Iteration 66Q: 3 clusters Score -379248.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2876 members
Mstep: Class 2 contains 378 members
Entering Unmasked Estep
Score: -379249.656250 Penalty: 2628.483154
Iteration 67Q: 3 clusters Score -379249.7 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2876 members
Mstep: Class 2 contains 378 members
Entering Unmasked Estep
Score: -379249.656250 Penalty: 2628.483154
Iteration 68F: 3 clusters Score -379249.7 nChanged 0
Entering ConstructFrom:
Trying to split cluster 15 (1853 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1853 members
Entering Unmasked Estep
Score: -205137.531250 Penalty: 1222.741211
Iteration 0F: 2 clusters Score -205137.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 900 members
Mstep: Class 2 contains 953 members
Entering Unmasked Estep
Score: -203170.953125 Penalty: 2445.482422
Iteration 0F: 3 clusters Score -203171 nChanged 620
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 870 members
Mstep: Class 2 contains 983 members
Entering Unmasked Estep
Score: -203591.921875 Penalty: 2445.482422
Iteration 1F: 3 clusters Score -203591.9 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 848 members
Mstep: Class 2 contains 1005 members
Entering Unmasked Estep
Score: -203740.062500 Penalty: 2445.482422
Iteration 2F: 3 clusters Score -203740.1 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 837 members
Mstep: Class 2 contains 1016 members
Entering Unmasked Estep
Score: -203888.046875 Penalty: 2445.482422
Iteration 3F: 3 clusters Score -203888 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 827 members
Mstep: Class 2 contains 1026 members
Entering Unmasked Estep
Score: -204041.609375 Penalty: 2445.482422
Iteration 4F: 3 clusters Score -204041.6 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 802 members
Mstep: Class 2 contains 1051 members
Entering Unmasked Estep
Score: -204234.515625 Penalty: 2445.482422
Iteration 5F: 3 clusters Score -204234.5 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 778 members
Mstep: Class 2 contains 1075 members
Entering Unmasked Estep
Score: -204469.765625 Penalty: 2445.482422
Iteration 6F: 3 clusters Score -204469.8 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 743 members
Mstep: Class 2 contains 1110 members
Entering Unmasked Estep
Score: -204746.078125 Penalty: 2445.482422
Iteration 7F: 3 clusters Score -204746.1 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 712 members
Mstep: Class 2 contains 1141 members
Entering Unmasked Estep
Score: -204900.468750 Penalty: 2445.482422
Iteration 8F: 3 clusters Score -204900.5 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 695 members
Mstep: Class 2 contains 1158 members
Entering Unmasked Estep
Score: -204980.281250 Penalty: 2445.482422
Iteration 9Q: 3 clusters Score -204980.3 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 680 members
Mstep: Class 2 contains 1173 members
Entering Unmasked Estep
Score: -205015.500000 Penalty: 2445.482422
Iteration 10Q: 3 clusters Score -205015.5 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 672 members
Mstep: Class 2 contains 1181 members
Entering Unmasked Estep
Score: -205032.359375 Penalty: 2445.482422
Iteration 11Q: 3 clusters Score -205032.4 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 667 members
Mstep: Class 2 contains 1186 members
Entering Unmasked Estep
Score: -205042.625000 Penalty: 2445.482422
Iteration 12Q: 3 clusters Score -205042.6 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 661 members
Mstep: Class 2 contains 1192 members
Entering Unmasked Estep
Score: -205049.921875 Penalty: 2445.482422
Iteration 13Q: 3 clusters Score -205049.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 660 members
Mstep: Class 2 contains 1193 members
Entering Unmasked Estep
Score: -205050.140625 Penalty: 2445.482422
Iteration 14Q: 3 clusters Score -205050.1 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 660 members
Mstep: Class 2 contains 1193 members
Entering Unmasked Estep
Score: -205050.140625 Penalty: 2445.482422
Iteration 15F: 3 clusters Score -205050.1 nChanged 0
Entering ConstructFrom:
Trying to split cluster 16 (7634 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7634 members
Entering Unmasked Estep
Score: -878408.375000 Penalty: 1452.809692
Iteration 0F: 2 clusters Score -878408.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3704 members
Mstep: Class 2 contains 3930 members
Entering Unmasked Estep
Score: -872729.687500 Penalty: 2905.619385
Iteration 0F: 3 clusters Score -872729.7 nChanged 3236
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3228 members
Mstep: Class 2 contains 4406 members
Entering Unmasked Estep
Score: -874522.062500 Penalty: 2905.619385
Iteration 1F: 3 clusters Score -874522.1 nChanged 469
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2967 members
Mstep: Class 2 contains 4667 members
Entering Unmasked Estep
Score: -874760.875000 Penalty: 2905.619385
Iteration 2F: 3 clusters Score -874760.9 nChanged 407
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2680 members
Mstep: Class 2 contains 4954 members
Entering Unmasked Estep
Score: -874985.187500 Penalty: 2905.619385
Iteration 3F: 3 clusters Score -874985.2 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2334 members
Mstep: Class 2 contains 5300 members
Entering Unmasked Estep
Score: -875238.062500 Penalty: 2905.619385
Iteration 4F: 3 clusters Score -875238.1 nChanged 412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1944 members
Mstep: Class 2 contains 5690 members
Entering Unmasked Estep
Score: -875514.312500 Penalty: 2905.619385
Iteration 5F: 3 clusters Score -875514.3 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1534 members
Mstep: Class 2 contains 6100 members
Entering Unmasked Estep
Score: -875844.875000 Penalty: 2905.619385
Iteration 6F: 3 clusters Score -875844.9 nChanged 424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1116 members
Mstep: Class 2 contains 6518 members
Entering Unmasked Estep
Score: -876221.125000 Penalty: 2905.619385
Iteration 7F: 3 clusters Score -876221.1 nChanged 370
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 756 members
Mstep: Class 2 contains 6878 members
Entering Unmasked Estep
Score: -876555.937500 Penalty: 2905.619385
Iteration 8Q: 3 clusters Score -876555.9 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 515 members
Mstep: Class 2 contains 7119 members
Entering Unmasked Estep
Score: -876771.937500 Penalty: 2905.619385
Iteration 9Q: 3 clusters Score -876771.9 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 366 members
Mstep: Class 2 contains 7268 members
Entering Unmasked Estep
Score: -876910.125000 Penalty: 2905.619385
Iteration 10Q: 3 clusters Score -876910.1 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 297 members
Mstep: Class 2 contains 7337 members
Entering Unmasked Estep
Score: -876982.625000 Penalty: 2905.619385
Iteration 11Q: 3 clusters Score -876982.6 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 254 members
Mstep: Class 2 contains 7380 members
Entering Unmasked Estep
Score: -877033.187500 Penalty: 2905.619385
Iteration 12Q: 3 clusters Score -877033.2 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 224 members
Mstep: Class 2 contains 7410 members
Entering Unmasked Estep
Score: -877064.875000 Penalty: 2905.619385
Iteration 13Q: 3 clusters Score -877064.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 209 members
Mstep: Class 2 contains 7425 members
Entering Unmasked Estep
Score: -877099.187500 Penalty: 2905.619385
Iteration 14Q: 3 clusters Score -877099.2 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200 members
Mstep: Class 2 contains 7434 members
Entering Unmasked Estep
Score: -877116.187500 Penalty: 2905.619385
Iteration 15Q: 3 clusters Score -877116.2 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 197 members
Mstep: Class 2 contains 7437 members
Entering Unmasked Estep
Score: -877119.750000 Penalty: 2905.619385
Iteration 16Q: 3 clusters Score -877119.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 196 members
Mstep: Class 2 contains 7438 members
Entering Unmasked Estep
Score: -877123.750000 Penalty: 2905.619385
Iteration 17Q: 3 clusters Score -877123.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 195 members
Mstep: Class 2 contains 7439 members
Entering Unmasked Estep
Score: -877123.625000 Penalty: 2905.619385
Iteration 18Q: 3 clusters Score -877123.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 194 members
Mstep: Class 2 contains 7440 members
Entering Unmasked Estep
Score: -877124.250000 Penalty: 2905.619385
Iteration 19Q: 3 clusters Score -877124.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 194 members
Mstep: Class 2 contains 7440 members
Entering Unmasked Estep
Score: -877125.312500 Penalty: 2905.619385
Iteration 20F: 3 clusters Score -877125.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (30982 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30982 members
Entering Unmasked Estep
Score: -3659448.000000 Penalty: 1680.438721
Iteration 0F: 2 clusters Score -3659448 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15528 members
Mstep: Class 2 contains 15454 members
Entering Unmasked Estep
Score: -3638572.500000 Penalty: 3360.877441
Iteration 0F: 3 clusters Score -3638572 nChanged 14256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15406 members
Mstep: Class 2 contains 15576 members
Entering Unmasked Estep
Score: -3646498.750000 Penalty: 3360.877441
Iteration 1F: 3 clusters Score -3646499 nChanged 1399
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15309 members
Mstep: Class 2 contains 15673 members
Entering Unmasked Estep
Score: -3646992.750000 Penalty: 3360.877441
Iteration 2Q: 3 clusters Score -3646993 nChanged 1474
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15107 members
Mstep: Class 2 contains 15875 members
Entering Unmasked Estep
Score: -3647645.500000 Penalty: 3360.877441
Iteration 3Q: 3 clusters Score -3647646 nChanged 1652
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14705 members
Mstep: Class 2 contains 16277 members
Entering Unmasked Estep
Score: -3648665.250000 Penalty: 3360.877441
Iteration 4F: 3 clusters Score -3648665 nChanged 2015
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14068 members
Mstep: Class 2 contains 16914 members
Entering Unmasked Estep
Score: -3650145.500000 Penalty: 3360.877441
Iteration 5F: 3 clusters Score -3650146 nChanged 2351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13309 members
Mstep: Class 2 contains 17673 members
Entering Unmasked Estep
Score: -3651932.000000 Penalty: 3360.877441
Iteration 6F: 3 clusters Score -3651932 nChanged 2340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12471 members
Mstep: Class 2 contains 18511 members
Entering Unmasked Estep
Score: -3653515.000000 Penalty: 3360.877441
Iteration 7F: 3 clusters Score -3653515 nChanged 1915
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11654 members
Mstep: Class 2 contains 19328 members
Entering Unmasked Estep
Score: -3654634.750000 Penalty: 3360.877441
Iteration 8F: 3 clusters Score -3654635 nChanged 1516
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10912 members
Mstep: Class 2 contains 20070 members
Entering Unmasked Estep
Score: -3655404.250000 Penalty: 3360.877441
Iteration 9Q: 3 clusters Score -3655404 nChanged 1132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10232 members
Mstep: Class 2 contains 20750 members
Entering Unmasked Estep
Score: -3655947.250000 Penalty: 3360.877441
Iteration 10Q: 3 clusters Score -3655947 nChanged 906
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9570 members
Mstep: Class 2 contains 21412 members
Entering Unmasked Estep
Score: -3656406.250000 Penalty: 3360.877441
Iteration 11Q: 3 clusters Score -3656406 nChanged 792
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8922 members
Mstep: Class 2 contains 22060 members
Entering Unmasked Estep
Score: -3656814.000000 Penalty: 3360.877441
Iteration 12Q: 3 clusters Score -3656814 nChanged 680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8314 members
Mstep: Class 2 contains 22668 members
Entering Unmasked Estep
Score: -3657132.250000 Penalty: 3360.877441
Iteration 13Q: 3 clusters Score -3657132 nChanged 597
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7743 members
Mstep: Class 2 contains 23239 members
Entering Unmasked Estep
Score: -3657397.250000 Penalty: 3360.877441
Iteration 14Q: 3 clusters Score -3657397 nChanged 515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7232 members
Mstep: Class 2 contains 23750 members
Entering Unmasked Estep
Score: -3657626.250000 Penalty: 3360.877441
Iteration 15Q: 3 clusters Score -3657626 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6775 members
Mstep: Class 2 contains 24207 members
Entering Unmasked Estep
Score: -3657809.750000 Penalty: 3360.877441
Iteration 16Q: 3 clusters Score -3657810 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6330 members
Mstep: Class 2 contains 24652 members
Entering Unmasked Estep
Score: -3657968.750000 Penalty: 3360.877441
Iteration 17Q: 3 clusters Score -3657969 nChanged 425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5907 members
Mstep: Class 2 contains 25075 members
Entering Unmasked Estep
Score: -3658120.250000 Penalty: 3360.877441
Iteration 18Q: 3 clusters Score -3658120 nChanged 367
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5542 members
Mstep: Class 2 contains 25440 members
Entering Unmasked Estep
Score: -3658248.750000 Penalty: 3360.877441
Iteration 19Q: 3 clusters Score -3658249 nChanged 316
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5228 members
Mstep: Class 2 contains 25754 members
Entering Unmasked Estep
Score: -3658354.250000 Penalty: 3360.877441
Iteration 20F: 3 clusters Score -3658354 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4949 members
Mstep: Class 2 contains 26033 members
Entering Unmasked Estep
Score: -3658461.000000 Penalty: 3360.877441
Iteration 21Q: 3 clusters Score -3658461 nChanged 273
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4678 members
Mstep: Class 2 contains 26304 members
Entering Unmasked Estep
Score: -3658552.250000 Penalty: 3360.877441
Iteration 22Q: 3 clusters Score -3658552 nChanged 258
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4422 members
Mstep: Class 2 contains 26560 members
Entering Unmasked Estep
Score: -3658651.500000 Penalty: 3360.877441
Iteration 23Q: 3 clusters Score -3658652 nChanged 253
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4171 members
Mstep: Class 2 contains 26811 members
Entering Unmasked Estep
Score: -3658746.750000 Penalty: 3360.877441
Iteration 24Q: 3 clusters Score -3658747 nChanged 226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3951 members
Mstep: Class 2 contains 27031 members
Entering Unmasked Estep
Score: -3658828.000000 Penalty: 3360.877441
Iteration 25Q: 3 clusters Score -3658828 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3731 members
Mstep: Class 2 contains 27251 members
Entering Unmasked Estep
Score: -3658918.500000 Penalty: 3360.877441
Iteration 26Q: 3 clusters Score -3658918 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3549 members
Mstep: Class 2 contains 27433 members
Entering Unmasked Estep
Score: -3658993.250000 Penalty: 3360.877441
Iteration 27Q: 3 clusters Score -3658993 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3392 members
Mstep: Class 2 contains 27590 members
Entering Unmasked Estep
Score: -3659054.500000 Penalty: 3360.877441
Iteration 28Q: 3 clusters Score -3659054 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3268 members
Mstep: Class 2 contains 27714 members
Entering Unmasked Estep
Score: -3659099.750000 Penalty: 3360.877441
Iteration 29Q: 3 clusters Score -3659100 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3160 members
Mstep: Class 2 contains 27822 members
Entering Unmasked Estep
Score: -3659111.250000 Penalty: 3360.877441
Iteration 30Q: 3 clusters Score -3659111 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3083 members
Mstep: Class 2 contains 27899 members
Entering Unmasked Estep
Score: -3659136.500000 Penalty: 3360.877441
Iteration 31Q: 3 clusters Score -3659136 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3012 members
Mstep: Class 2 contains 27970 members
Entering Unmasked Estep
Score: -3659156.250000 Penalty: 3360.877441
Iteration 32Q: 3 clusters Score -3659156 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2954 members
Mstep: Class 2 contains 28028 members
Entering Unmasked Estep
Score: -3659179.250000 Penalty: 3360.877441
Iteration 33Q: 3 clusters Score -3659179 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2900 members
Mstep: Class 2 contains 28082 members
Entering Unmasked Estep
Score: -3659180.000000 Penalty: 3360.877441
Iteration 34Q: 3 clusters Score -3659180 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2849 members
Mstep: Class 2 contains 28133 members
Entering Unmasked Estep
Score: -3659181.250000 Penalty: 3360.877441
Iteration 35Q: 3 clusters Score -3659181 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2803 members
Mstep: Class 2 contains 28179 members
Entering Unmasked Estep
Score: -3659186.000000 Penalty: 3360.877441
Iteration 36Q: 3 clusters Score -3659186 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2776 members
Mstep: Class 2 contains 28206 members
Entering Unmasked Estep
Score: -3659195.500000 Penalty: 3360.877441
Iteration 37Q: 3 clusters Score -3659196 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2742 members
Mstep: Class 2 contains 28240 members
Entering Unmasked Estep
Score: -3659207.000000 Penalty: 3360.877441
Iteration 38Q: 3 clusters Score -3659207 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2714 members
Mstep: Class 2 contains 28268 members
Entering Unmasked Estep
Score: -3659213.750000 Penalty: 3360.877441
Iteration 39Q: 3 clusters Score -3659214 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2692 members
Mstep: Class 2 contains 28290 members
Entering Unmasked Estep
Score: -3659220.750000 Penalty: 3360.877441
Iteration 40F: 3 clusters Score -3659221 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2677 members
Mstep: Class 2 contains 28305 members
Entering Unmasked Estep
Score: -3659219.500000 Penalty: 3360.877441
Iteration 41Q: 3 clusters Score -3659220 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2667 members
Mstep: Class 2 contains 28315 members
Entering Unmasked Estep
Score: -3659214.250000 Penalty: 3360.877441
Iteration 42Q: 3 clusters Score -3659214 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2659 members
Mstep: Class 2 contains 28323 members
Entering Unmasked Estep
Score: -3659215.000000 Penalty: 3360.877441
Iteration 43Q: 3 clusters Score -3659215 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2656 members
Mstep: Class 2 contains 28326 members
Entering Unmasked Estep
Score: -3659212.500000 Penalty: 3360.877441
Iteration 44Q: 3 clusters Score -3659212 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2651 members
Mstep: Class 2 contains 28331 members
Entering Unmasked Estep
Score: -3659212.000000 Penalty: 3360.877441
Iteration 45Q: 3 clusters Score -3659212 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2647 members
Mstep: Class 2 contains 28335 members
Entering Unmasked Estep
Score: -3659210.500000 Penalty: 3360.877441
Iteration 46Q: 3 clusters Score -3659210 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2645 members
Mstep: Class 2 contains 28337 members
Entering Unmasked Estep
Score: -3659211.750000 Penalty: 3360.877441
Iteration 47Q: 3 clusters Score -3659212 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2643 members
Mstep: Class 2 contains 28339 members
Entering Unmasked Estep
Score: -3659211.500000 Penalty: 3360.877441
Iteration 48Q: 3 clusters Score -3659212 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2641 members
Mstep: Class 2 contains 28341 members
Entering Unmasked Estep
Score: -3659216.250000 Penalty: 3360.877441
Iteration 49Q: 3 clusters Score -3659216 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2638 members
Mstep: Class 2 contains 28344 members
Entering Unmasked Estep
Score: -3659214.250000 Penalty: 3360.877441
Iteration 50Q: 3 clusters Score -3659214 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2633 members
Mstep: Class 2 contains 28349 members
Entering Unmasked Estep
Score: -3659218.000000 Penalty: 3360.877441
Iteration 51Q: 3 clusters Score -3659218 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2628 members
Mstep: Class 2 contains 28354 members
Entering Unmasked Estep
Score: -3659216.750000 Penalty: 3360.877441
Iteration 52Q: 3 clusters Score -3659217 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2623 members
Mstep: Class 2 contains 28359 members
Entering Unmasked Estep
Score: -3659217.000000 Penalty: 3360.877441
Iteration 53Q: 3 clusters Score -3659217 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2618 members
Mstep: Class 2 contains 28364 members
Entering Unmasked Estep
Score: -3659213.750000 Penalty: 3360.877441
Iteration 54Q: 3 clusters Score -3659214 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2614 members
Mstep: Class 2 contains 28368 members
Entering Unmasked Estep
Score: -3659221.000000 Penalty: 3360.877441
Iteration 55Q: 3 clusters Score -3659221 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2609 members
Mstep: Class 2 contains 28373 members
Entering Unmasked Estep
Score: -3659216.750000 Penalty: 3360.877441
Iteration 56Q: 3 clusters Score -3659217 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2601 members
Mstep: Class 2 contains 28381 members
Entering Unmasked Estep
Score: -3659211.250000 Penalty: 3360.877441
Iteration 57Q: 3 clusters Score -3659211 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2595 members
Mstep: Class 2 contains 28387 members
Entering Unmasked Estep
Score: -3659213.500000 Penalty: 3360.877441
Iteration 58Q: 3 clusters Score -3659214 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2593 members
Mstep: Class 2 contains 28389 members
Entering Unmasked Estep
Score: -3659218.750000 Penalty: 3360.877441
Iteration 59Q: 3 clusters Score -3659219 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2586 members
Mstep: Class 2 contains 28396 members
Entering Unmasked Estep
Score: -3659216.250000 Penalty: 3360.877441
Iteration 60F: 3 clusters Score -3659216 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2578 members
Mstep: Class 2 contains 28404 members
Entering Unmasked Estep
Score: -3659219.000000 Penalty: 3360.877441
Iteration 61Q: 3 clusters Score -3659219 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2572 members
Mstep: Class 2 contains 28410 members
Entering Unmasked Estep
Score: -3659220.000000 Penalty: 3360.877441
Iteration 62Q: 3 clusters Score -3659220 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2568 members
Mstep: Class 2 contains 28414 members
Entering Unmasked Estep
Score: -3659218.000000 Penalty: 3360.877441
Iteration 63Q: 3 clusters Score -3659218 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2565 members
Mstep: Class 2 contains 28417 members
Entering Unmasked Estep
Score: -3659223.000000 Penalty: 3360.877441
Iteration 64Q: 3 clusters Score -3659223 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2562 members
Mstep: Class 2 contains 28420 members
Entering Unmasked Estep
Score: -3659222.500000 Penalty: 3360.877441
Iteration 65Q: 3 clusters Score -3659222 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2559 members
Mstep: Class 2 contains 28423 members
Entering Unmasked Estep
Score: -3659223.250000 Penalty: 3360.877441
Iteration 66Q: 3 clusters Score -3659223 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2553 members
Mstep: Class 2 contains 28429 members
Entering Unmasked Estep
Score: -3659223.500000 Penalty: 3360.877441
Iteration 67Q: 3 clusters Score -3659224 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2549 members
Mstep: Class 2 contains 28433 members
Entering Unmasked Estep
Score: -3659225.500000 Penalty: 3360.877441
Iteration 68Q: 3 clusters Score -3659226 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2545 members
Mstep: Class 2 contains 28437 members
Entering Unmasked Estep
Score: -3659224.500000 Penalty: 3360.877441
Iteration 69Q: 3 clusters Score -3659224 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2540 members
Mstep: Class 2 contains 28442 members
Entering Unmasked Estep
Score: -3659225.500000 Penalty: 3360.877441
Iteration 70Q: 3 clusters Score -3659226 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2535 members
Mstep: Class 2 contains 28447 members
Entering Unmasked Estep
Score: -3659231.250000 Penalty: 3360.877441
Iteration 71Q: 3 clusters Score -3659231 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2532 members
Mstep: Class 2 contains 28450 members
Entering Unmasked Estep
Score: -3659234.500000 Penalty: 3360.877441
Iteration 72Q: 3 clusters Score -3659234 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2532 members
Mstep: Class 2 contains 28450 members
Entering Unmasked Estep
Score: -3659233.500000 Penalty: 3360.877441
Iteration 73Q: 3 clusters Score -3659234 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2531 members
Mstep: Class 2 contains 28451 members
Entering Unmasked Estep
Score: -3659231.000000 Penalty: 3360.877441
Iteration 74Q: 3 clusters Score -3659231 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2526 members
Mstep: Class 2 contains 28456 members
Entering Unmasked Estep
Score: -3659226.750000 Penalty: 3360.877441
Iteration 75Q: 3 clusters Score -3659227 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2523 members
Mstep: Class 2 contains 28459 members
Entering Unmasked Estep
Score: -3659232.250000 Penalty: 3360.877441
Iteration 76Q: 3 clusters Score -3659232 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2519 members
Mstep: Class 2 contains 28463 members
Entering Unmasked Estep
Score: -3659228.000000 Penalty: 3360.877441
Iteration 77Q: 3 clusters Score -3659228 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2513 members
Mstep: Class 2 contains 28469 members
Entering Unmasked Estep
Score: -3659234.000000 Penalty: 3360.877441
Iteration 78Q: 3 clusters Score -3659234 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2510 members
Mstep: Class 2 contains 28472 members
Entering Unmasked Estep
Score: -3659232.750000 Penalty: 3360.877441
Iteration 79Q: 3 clusters Score -3659233 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2505 members
Mstep: Class 2 contains 28477 members
Entering Unmasked Estep
Score: -3659230.500000 Penalty: 3360.877441
Iteration 80F: 3 clusters Score -3659230 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2500 members
Mstep: Class 2 contains 28482 members
Entering Unmasked Estep
Score: -3659234.500000 Penalty: 3360.877441
Iteration 81Q: 3 clusters Score -3659234 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2495 members
Mstep: Class 2 contains 28487 members
Entering Unmasked Estep
Score: -3659232.000000 Penalty: 3360.877441
Iteration 82Q: 3 clusters Score -3659232 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2486 members
Mstep: Class 2 contains 28496 members
Entering Unmasked Estep
Score: -3659233.000000 Penalty: 3360.877441
Iteration 83Q: 3 clusters Score -3659233 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2481 members
Mstep: Class 2 contains 28501 members
Entering Unmasked Estep
Score: -3659233.750000 Penalty: 3360.877441
Iteration 84Q: 3 clusters Score -3659234 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2477 members
Mstep: Class 2 contains 28505 members
Entering Unmasked Estep
Score: -3659232.750000 Penalty: 3360.877441
Iteration 85Q: 3 clusters Score -3659233 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2472 members
Mstep: Class 2 contains 28510 members
Entering Unmasked Estep
Score: -3659230.750000 Penalty: 3360.877441
Iteration 86Q: 3 clusters Score -3659231 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2469 members
Mstep: Class 2 contains 28513 members
Entering Unmasked Estep
Score: -3659229.750000 Penalty: 3360.877441
Iteration 87Q: 3 clusters Score -3659230 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2467 members
Mstep: Class 2 contains 28515 members
Entering Unmasked Estep
Score: -3659232.000000 Penalty: 3360.877441
Iteration 88Q: 3 clusters Score -3659232 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2466 members
Mstep: Class 2 contains 28516 members
Entering Unmasked Estep
Score: -3659234.000000 Penalty: 3360.877441
Iteration 89Q: 3 clusters Score -3659234 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2466 members
Mstep: Class 2 contains 28516 members
Entering Unmasked Estep
Score: -3659234.000000 Penalty: 3360.877441
Iteration 90F: 3 clusters Score -3659234 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (19788 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19788 members
Entering Unmasked Estep
Score: -2342947.250000 Penalty: 1607.584961
Iteration 0F: 2 clusters Score -2342947 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9764 members
Mstep: Class 2 contains 10024 members
Entering Unmasked Estep
Score: -2329440.750000 Penalty: 3215.169922
Iteration 0F: 3 clusters Score -2329441 nChanged 8976
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9256 members
Mstep: Class 2 contains 10532 members
Entering Unmasked Estep
Score: -2334482.250000 Penalty: 3215.169922
Iteration 1F: 3 clusters Score -2334482 nChanged 1064
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8916 members
Mstep: Class 2 contains 10872 members
Entering Unmasked Estep
Score: -2334982.000000 Penalty: 3215.169922
Iteration 2F: 3 clusters Score -2334982 nChanged 1077
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8397 members
Mstep: Class 2 contains 11391 members
Entering Unmasked Estep
Score: -2335531.750000 Penalty: 3215.169922
Iteration 3F: 3 clusters Score -2335532 nChanged 1145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7712 members
Mstep: Class 2 contains 12076 members
Entering Unmasked Estep
Score: -2336204.000000 Penalty: 3215.169922
Iteration 4F: 3 clusters Score -2336204 nChanged 1213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6905 members
Mstep: Class 2 contains 12883 members
Entering Unmasked Estep
Score: -2337068.750000 Penalty: 3215.169922
Iteration 5F: 3 clusters Score -2337069 nChanged 1253
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6082 members
Mstep: Class 2 contains 13706 members
Entering Unmasked Estep
Score: -2338245.500000 Penalty: 3215.169922
Iteration 6F: 3 clusters Score -2338246 nChanged 1267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5435 members
Mstep: Class 2 contains 14353 members
Entering Unmasked Estep
Score: -2340040.500000 Penalty: 3215.169922
Iteration 7F: 3 clusters Score -2340040 nChanged 1247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5188 members
Mstep: Class 2 contains 14600 members
Entering Unmasked Estep
Score: -2344689.000000 Penalty: 3215.169922
Iteration 8F: 3 clusters Score -2344689 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5912 members
Mstep: Class 2 contains 13876 members
Entering Unmasked Estep
Score: -2349495.250000 Penalty: 3215.169922
Iteration 9F: 3 clusters Score -2349495 nChanged 1188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7026 members
Mstep: Class 2 contains 12762 members
Entering Unmasked Estep
Score: -2351414.000000 Penalty: 3215.169922
Iteration 10F: 3 clusters Score -2351414 nChanged 1043
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8063 members
Mstep: Class 2 contains 11725 members
Entering Unmasked Estep
Score: -2353425.250000 Penalty: 3215.169922
Iteration 11F: 3 clusters Score -2353425 nChanged 1033
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9096 members
Mstep: Class 2 contains 10692 members
Entering Unmasked Estep
Score: -2356579.000000 Penalty: 3215.169922
Iteration 12F: 3 clusters Score -2356579 nChanged 866
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9962 members
Mstep: Class 2 contains 9826 members
Entering Unmasked Estep
Score: -2363151.750000 Penalty: 3215.169922
Iteration 13Q: 3 clusters Score -2363152 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10145 members
Mstep: Class 2 contains 9643 members
Entering Unmasked Estep
Score: -2366619.000000 Penalty: 3215.169922
Iteration 14Q: 3 clusters Score -2366619 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10153 members
Mstep: Class 2 contains 9635 members
Entering Unmasked Estep
Score: -2366671.750000 Penalty: 3215.169922
Iteration 15Q: 3 clusters Score -2366672 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10153 members
Mstep: Class 2 contains 9635 members
Entering Unmasked Estep
Score: -2366671.750000 Penalty: 3215.169922
Iteration 16F: 3 clusters Score -2366672 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 482 members
Mstep: Class 6 contains 20381 members
Mstep: Class 7 contains 17313 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 15036 members
Mstep: Class 10 contains 24318 members
Mstep: Class 11 contains 3944 members
Mstep: Class 12 contains 3254 members
Mstep: Class 13 contains 316 members
Mstep: Class 14 contains 67984 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 10153 members
Mstep: Class 19 contains 78953 members
Mstep: Class 20 contains 71770 members
Mstep: Class 21 contains 11101 members
Mstep: Class 22 contains 9635 members
Entering Unmasked Estep
Score: -67183008.000000 Penalty: 47498.601562
Splitting cluster 18 changes total score from -67103152.000000 to -67183008.000000
So it's getting split into cluster 22.
Entering ConstructFrom:
Trying to split cluster 19 (78953 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78953 members
Entering Unmasked Estep
Score: -9302835.000000 Penalty: 1832.448853
Iteration 0F: 2 clusters Score -9302835 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39547 members
Mstep: Class 2 contains 39406 members
Entering Unmasked Estep
Score: -9250278.000000 Penalty: 3664.897705
Iteration 0F: 3 clusters Score -9250278 nChanged 37581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40650 members
Mstep: Class 2 contains 38303 members
Entering Unmasked Estep
Score: -9273036.000000 Penalty: 3664.897705
Iteration 1F: 3 clusters Score -9273036 nChanged 4285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41877 members
Mstep: Class 2 contains 37076 members
Entering Unmasked Estep
Score: -9276330.000000 Penalty: 3664.897705
Iteration 2F: 3 clusters Score -9276330 nChanged 6207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44318 members
Mstep: Class 2 contains 34635 members
Entering Unmasked Estep
Score: -9282853.000000 Penalty: 3664.897705
Iteration 3F: 3 clusters Score -9282853 nChanged 8209
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48623 members
Mstep: Class 2 contains 30330 members
Entering Unmasked Estep
Score: -9292459.000000 Penalty: 3664.897705
Iteration 4F: 3 clusters Score -9292459 nChanged 8338
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53595 members
Mstep: Class 2 contains 25358 members
Entering Unmasked Estep
Score: -9302845.000000 Penalty: 3664.897705
Iteration 5F: 3 clusters Score -9302845 nChanged 6136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56905 members
Mstep: Class 2 contains 22048 members
Entering Unmasked Estep
Score: -9310697.000000 Penalty: 3664.897705
Iteration 6F: 3 clusters Score -9310697 nChanged 3681
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58242 members
Mstep: Class 2 contains 20711 members
Entering Unmasked Estep
Score: -9315562.000000 Penalty: 3664.897705
Iteration 7Q: 3 clusters Score -9315562 nChanged 2246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58664 members
Mstep: Class 2 contains 20289 members
Entering Unmasked Estep
Score: -9318441.000000 Penalty: 3664.897705
Iteration 8Q: 3 clusters Score -9318441 nChanged 1477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58757 members
Mstep: Class 2 contains 20196 members
Entering Unmasked Estep
Score: -9319639.000000 Penalty: 3664.897705
Iteration 9Q: 3 clusters Score -9319639 nChanged 836
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58815 members
Mstep: Class 2 contains 20138 members
Entering Unmasked Estep
Score: -9319951.000000 Penalty: 3664.897705
Iteration 10Q: 3 clusters Score -9319951 nChanged 414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58827 members
Mstep: Class 2 contains 20126 members
Entering Unmasked Estep
Score: -9320002.000000 Penalty: 3664.897705
Iteration 11Q: 3 clusters Score -9320002 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58779 members
Mstep: Class 2 contains 20174 members
Entering Unmasked Estep
Score: -9320055.000000 Penalty: 3664.897705
Iteration 12Q: 3 clusters Score -9320055 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58709 members
Mstep: Class 2 contains 20244 members
Entering Unmasked Estep
Score: -9320068.000000 Penalty: 3664.897705
Iteration 13Q: 3 clusters Score -9320068 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58639 members
Mstep: Class 2 contains 20314 members
Entering Unmasked Estep
Score: -9320072.000000 Penalty: 3664.897705
Iteration 14Q: 3 clusters Score -9320072 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58574 members
Mstep: Class 2 contains 20379 members
Entering Unmasked Estep
Score: -9320064.000000 Penalty: 3664.897705
Iteration 15Q: 3 clusters Score -9320064 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58521 members
Mstep: Class 2 contains 20432 members
Entering Unmasked Estep
Score: -9320049.000000 Penalty: 3664.897705
Iteration 16Q: 3 clusters Score -9320049 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58470 members
Mstep: Class 2 contains 20483 members
Entering Unmasked Estep
Score: -9320063.000000 Penalty: 3664.897705
Iteration 17Q: 3 clusters Score -9320063 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58417 members
Mstep: Class 2 contains 20536 members
Entering Unmasked Estep
Score: -9320049.000000 Penalty: 3664.897705
Iteration 18Q: 3 clusters Score -9320049 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58369 members
Mstep: Class 2 contains 20584 members
Entering Unmasked Estep
Score: -9320071.000000 Penalty: 3664.897705
Iteration 19Q: 3 clusters Score -9320071 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58320 members
Mstep: Class 2 contains 20633 members
Entering Unmasked Estep
Score: -9320076.000000 Penalty: 3664.897705
Iteration 20F: 3 clusters Score -9320076 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58278 members
Mstep: Class 2 contains 20675 members
Entering Unmasked Estep
Score: -9320068.000000 Penalty: 3664.897705
Iteration 21Q: 3 clusters Score -9320068 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58235 members
Mstep: Class 2 contains 20718 members
Entering Unmasked Estep
Score: -9320065.000000 Penalty: 3664.897705
Iteration 22Q: 3 clusters Score -9320065 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58195 members
Mstep: Class 2 contains 20758 members
Entering Unmasked Estep
Score: -9320062.000000 Penalty: 3664.897705
Iteration 23Q: 3 clusters Score -9320062 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58158 members
Mstep: Class 2 contains 20795 members
Entering Unmasked Estep
Score: -9320064.000000 Penalty: 3664.897705
Iteration 24Q: 3 clusters Score -9320064 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58126 members
Mstep: Class 2 contains 20827 members
Entering Unmasked Estep
Score: -9320053.000000 Penalty: 3664.897705
Iteration 25Q: 3 clusters Score -9320053 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58092 members
Mstep: Class 2 contains 20861 members
Entering Unmasked Estep
Score: -9320052.000000 Penalty: 3664.897705
Iteration 26Q: 3 clusters Score -9320052 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58065 members
Mstep: Class 2 contains 20888 members
Entering Unmasked Estep
Score: -9320047.000000 Penalty: 3664.897705
Iteration 27Q: 3 clusters Score -9320047 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58049 members
Mstep: Class 2 contains 20904 members
Entering Unmasked Estep
Score: -9320050.000000 Penalty: 3664.897705
Iteration 28Q: 3 clusters Score -9320050 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58033 members
Mstep: Class 2 contains 20920 members
Entering Unmasked Estep
Score: -9320038.000000 Penalty: 3664.897705
Iteration 29Q: 3 clusters Score -9320038 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58021 members
Mstep: Class 2 contains 20932 members
Entering Unmasked Estep
Score: -9320029.000000 Penalty: 3664.897705
Iteration 30Q: 3 clusters Score -9320029 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58009 members
Mstep: Class 2 contains 20944 members
Entering Unmasked Estep
Score: -9320041.000000 Penalty: 3664.897705
Iteration 31Q: 3 clusters Score -9320041 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57999 members
Mstep: Class 2 contains 20954 members
Entering Unmasked Estep
Score: -9320025.000000 Penalty: 3664.897705
Iteration 32Q: 3 clusters Score -9320025 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57989 members
Mstep: Class 2 contains 20964 members
Entering Unmasked Estep
Score: -9320034.000000 Penalty: 3664.897705
Iteration 33Q: 3 clusters Score -9320034 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57983 members
Mstep: Class 2 contains 20970 members
Entering Unmasked Estep
Score: -9320036.000000 Penalty: 3664.897705
Iteration 34Q: 3 clusters Score -9320036 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57979 members
Mstep: Class 2 contains 20974 members
Entering Unmasked Estep
Score: -9320035.000000 Penalty: 3664.897705
Iteration 35Q: 3 clusters Score -9320035 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57973 members
Mstep: Class 2 contains 20980 members
Entering Unmasked Estep
Score: -9320043.000000 Penalty: 3664.897705
Iteration 36Q: 3 clusters Score -9320043 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57971 members
Mstep: Class 2 contains 20982 members
Entering Unmasked Estep
Score: -9320042.000000 Penalty: 3664.897705
Iteration 37Q: 3 clusters Score -9320042 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57970 members
Mstep: Class 2 contains 20983 members
Entering Unmasked Estep
Score: -9320045.000000 Penalty: 3664.897705
Iteration 38Q: 3 clusters Score -9320045 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57969 members
Mstep: Class 2 contains 20984 members
Entering Unmasked Estep
Score: -9320039.000000 Penalty: 3664.897705
Iteration 39Q: 3 clusters Score -9320039 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57968 members
Mstep: Class 2 contains 20985 members
Entering Unmasked Estep
Score: -9320033.000000 Penalty: 3664.897705
Iteration 40F: 3 clusters Score -9320033 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 482 members
Mstep: Class 6 contains 20381 members
Mstep: Class 7 contains 17313 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 15036 members
Mstep: Class 10 contains 24318 members
Mstep: Class 11 contains 3944 members
Mstep: Class 12 contains 3254 members
Mstep: Class 13 contains 316 members
Mstep: Class 14 contains 67984 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 10153 members
Mstep: Class 19 contains 57968 members
Mstep: Class 20 contains 71770 members
Mstep: Class 21 contains 11101 members
Mstep: Class 22 contains 9635 members
Mstep: Class 23 contains 20985 members
Entering Unmasked Estep
Score: -67199648.000000 Penalty: 49657.628906
Splitting cluster 19 changes total score from -67103152.000000 to -67199648.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep
Mstep: Class 0 contains 42 members
Mstep: Class 1 contains 1733 members
Mstep: Class 2 contains 64470 members
Mstep: Class 3 contains 24599 members
Mstep: Class 4 contains 105367 members
Mstep: Class 5 contains 482 members
Mstep: Class 8 contains 17763 members
Mstep: Class 9 contains 15036 members
Mstep: Class 10 contains 24318 members
Mstep: Class 11 contains 3944 members
Mstep: Class 12 contains 3254 members
Mstep: Class 15 contains 1853 members
Mstep: Class 16 contains 7634 members
Mstep: Class 17 contains 30982 members
Mstep: Class 18 contains 10153 members
Mstep: Class 19 contains 57968 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67218168.000000 Penalty: 49657.628906
Iteration 39Q: 24 clusters Score -6.721817e+07 nChanged 23184
Entering Unmasked Mstep
Mstep: Class 0 contains 40 members
Mstep: Class 1 contains 1787 members
Mstep: Class 2 contains 65251 members
Mstep: Class 3 contains 24752 members
Mstep: Class 4 contains 106856 members
Mstep: Class 5 contains 445 members
Mstep: Class 6 contains 21802 members
Mstep: Class 7 contains 14974 members
Mstep: Class 8 contains 17358 members
Mstep: Class 9 contains 15513 members
Mstep: Class 10 contains 24239 members
Mstep: Class 11 contains 4033 members
Mstep: Class 12 contains 3346 members
Mstep: Class 13 contains 378 members
Mstep: Class 14 contains 66389 members
Mstep: Class 15 contains 1992 members
Mstep: Class 16 contains 7605 members
Mstep: Class 17 contains 30916 members
Mstep: Class 18 contains 11754 members
Mstep: Class 19 contains 58298 members
Mstep: Class 20 contains 70882 members
Mstep: Class 21 contains 10296 members
Mstep: Class 22 contains 9489 members
Mstep: Class 23 contains 20688 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67234176.000000 Penalty: 49657.628906
Iteration 40F: 24 clusters Score -6.723418e+07 nChanged 16966
Entering Unmasked Mstep
Mstep: Class 0 contains 34 members
Mstep: Class 1 contains 1620 members
Mstep: Class 2 contains 63657 members
Mstep: Class 3 contains 24605 members
Mstep: Class 4 contains 108540 members
Mstep: Class 5 contains 405 members
Mstep: Class 6 contains 22757 members
Mstep: Class 7 contains 13684 members
Mstep: Class 8 contains 16842 members
Mstep: Class 9 contains 16061 members
Mstep: Class 10 contains 24276 members
Mstep: Class 11 contains 4161 members
Mstep: Class 12 contains 3184 members
Mstep: Class 13 contains 459 members
Mstep: Class 14 contains 64613 members
Mstep: Class 15 contains 1787 members
Mstep: Class 16 contains 7346 members
Mstep: Class 17 contains 30807 members
Mstep: Class 18 contains 12745 members
Mstep: Class 19 contains 58361 members
Mstep: Class 20 contains 72055 members
Mstep: Class 21 contains 10190 members
Mstep: Class 22 contains 9892 members
Mstep: Class 23 contains 21002 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67241632.000000 Penalty: 49657.628906
Iteration 41Q: 24 clusters Score -6.724163e+07 nChanged 12092
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1529 members
Mstep: Class 2 contains 62258 members
Mstep: Class 3 contains 24940 members
Mstep: Class 4 contains 110149 members
Mstep: Class 5 contains 385 members
Mstep: Class 6 contains 23329 members
Mstep: Class 7 contains 12649 members
Mstep: Class 8 contains 16433 members
Mstep: Class 9 contains 16441 members
Mstep: Class 10 contains 24452 members
Mstep: Class 11 contains 4272 members
Mstep: Class 12 contains 3135 members
Mstep: Class 13 contains 472 members
Mstep: Class 14 contains 62749 members
Mstep: Class 15 contains 1714 members
Mstep: Class 16 contains 7156 members
Mstep: Class 17 contains 30714 members
Mstep: Class 18 contains 13461 members
Mstep: Class 19 contains 58472 members
Mstep: Class 20 contains 73227 members
Mstep: Class 21 contains 10008 members
Mstep: Class 22 contains 10000 members
Mstep: Class 23 contains 21106 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67246968.000000 Penalty: 49657.628906
Iteration 42Q: 24 clusters Score -6.724697e+07 nChanged 10217
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1459 members
Mstep: Class 2 contains 60921 members
Mstep: Class 3 contains 25513 members
Mstep: Class 4 contains 111482 members
Mstep: Class 5 contains 374 members
Mstep: Class 6 contains 23675 members
Mstep: Class 7 contains 11787 members
Mstep: Class 8 contains 16104 members
Mstep: Class 9 contains 16734 members
Mstep: Class 10 contains 24670 members
Mstep: Class 11 contains 4244 members
Mstep: Class 12 contains 3091 members
Mstep: Class 13 contains 476 members
Mstep: Class 14 contains 60917 members
Mstep: Class 15 contains 1682 members
Mstep: Class 16 contains 7015 members
Mstep: Class 17 contains 30639 members
Mstep: Class 18 contains 13980 members
Mstep: Class 19 contains 58605 members
Mstep: Class 20 contains 74580 members
Mstep: Class 21 contains 9897 members
Mstep: Class 22 contains 10036 members
Mstep: Class 23 contains 21170 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67251040.000000 Penalty: 49657.628906
Iteration 43Q: 24 clusters Score -6.725104e+07 nChanged 9293
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1382 members
Mstep: Class 2 contains 59516 members
Mstep: Class 3 contains 26171 members
Mstep: Class 4 contains 112620 members
Mstep: Class 5 contains 369 members
Mstep: Class 6 contains 23910 members
Mstep: Class 7 contains 11104 members
Mstep: Class 8 contains 15788 members
Mstep: Class 9 contains 17049 members
Mstep: Class 10 contains 24888 members
Mstep: Class 11 contains 4121 members
Mstep: Class 12 contains 3048 members
Mstep: Class 13 contains 478 members
Mstep: Class 14 contains 59175 members
Mstep: Class 15 contains 1647 members
Mstep: Class 16 contains 6926 members
Mstep: Class 17 contains 30579 members
Mstep: Class 18 contains 14403 members
Mstep: Class 19 contains 58706 members
Mstep: Class 20 contains 76111 members
Mstep: Class 21 contains 9873 members
Mstep: Class 22 contains 10019 members
Mstep: Class 23 contains 21168 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67255896.000000 Penalty: 49657.628906
Iteration 44Q: 24 clusters Score -6.72559e+07 nChanged 8821
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1330 members
Mstep: Class 2 contains 57973 members
Mstep: Class 3 contains 26803 members
Mstep: Class 4 contains 113558 members
Mstep: Class 5 contains 367 members
Mstep: Class 6 contains 24079 members
Mstep: Class 7 contains 10618 members
Mstep: Class 8 contains 15512 members
Mstep: Class 9 contains 17361 members
Mstep: Class 10 contains 25070 members
Mstep: Class 11 contains 3979 members
Mstep: Class 12 contains 3008 members
Mstep: Class 13 contains 481 members
Mstep: Class 14 contains 57396 members
Mstep: Class 15 contains 1603 members
Mstep: Class 16 contains 6906 members
Mstep: Class 17 contains 30533 members
Mstep: Class 18 contains 14732 members
Mstep: Class 19 contains 58779 members
Mstep: Class 20 contains 77948 members
Mstep: Class 21 contains 9870 members
Mstep: Class 22 contains 9986 members
Mstep: Class 23 contains 21159 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67262048.000000 Penalty: 49657.628906
Iteration 45Q: 24 clusters Score -6.726205e+07 nChanged 8961
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1296 members
Mstep: Class 2 contains 56435 members
Mstep: Class 3 contains 27448 members
Mstep: Class 4 contains 114142 members
Mstep: Class 5 contains 365 members
Mstep: Class 6 contains 24208 members
Mstep: Class 7 contains 10340 members
Mstep: Class 8 contains 15244 members
Mstep: Class 9 contains 17617 members
Mstep: Class 10 contains 25234 members
Mstep: Class 11 contains 3836 members
Mstep: Class 12 contains 2941 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 55624 members
Mstep: Class 15 contains 1575 members
Mstep: Class 16 contains 6899 members
Mstep: Class 17 contains 30469 members
Mstep: Class 18 contains 15011 members
Mstep: Class 19 contains 58823 members
Mstep: Class 20 contains 80098 members
Mstep: Class 21 contains 9873 members
Mstep: Class 22 contains 9956 members
Mstep: Class 23 contains 21134 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67274360.000000 Penalty: 49657.628906
Iteration 46Q: 24 clusters Score -6.727436e+07 nChanged 9164
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1283 members
Mstep: Class 2 contains 56046 members
Mstep: Class 3 contains 28074 members
Mstep: Class 4 contains 114087 members
Mstep: Class 5 contains 362 members
Mstep: Class 6 contains 24338 members
Mstep: Class 7 contains 10211 members
Mstep: Class 8 contains 14955 members
Mstep: Class 9 contains 17833 members
Mstep: Class 10 contains 25396 members
Mstep: Class 11 contains 3715 members
Mstep: Class 12 contains 2818 members
Mstep: Class 13 contains 485 members
Mstep: Class 14 contains 53803 members
Mstep: Class 15 contains 1540 members
Mstep: Class 16 contains 6899 members
Mstep: Class 17 contains 30416 members
Mstep: Class 18 contains 15192 members
Mstep: Class 19 contains 58812 members
Mstep: Class 20 contains 81902 members
Mstep: Class 21 contains 9871 members
Mstep: Class 22 contains 9917 members
Mstep: Class 23 contains 21096 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67289592.000000 Penalty: 49657.628906
Iteration 47Q: 24 clusters Score -6.728959e+07 nChanged 8874
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1278 members
Mstep: Class 2 contains 58327 members
Mstep: Class 3 contains 28697 members
Mstep: Class 4 contains 113095 members
Mstep: Class 5 contains 360 members
Mstep: Class 6 contains 24512 members
Mstep: Class 7 contains 10194 members
Mstep: Class 8 contains 14646 members
Mstep: Class 9 contains 18028 members
Mstep: Class 10 contains 25562 members
Mstep: Class 11 contains 3550 members
Mstep: Class 12 contains 2635 members
Mstep: Class 13 contains 487 members
Mstep: Class 14 contains 52089 members
Mstep: Class 15 contains 1525 members
Mstep: Class 16 contains 6892 members
Mstep: Class 17 contains 30357 members
Mstep: Class 18 contains 15349 members
Mstep: Class 19 contains 58767 members
Mstep: Class 20 contains 81841 members
Mstep: Class 21 contains 9938 members
Mstep: Class 22 contains 9861 members
Mstep: Class 23 contains 21061 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67293184.000000 Penalty: 49657.628906
Iteration 48Q: 24 clusters Score -6.729318e+07 nChanged 7025
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1273 members
Mstep: Class 2 contains 60660 members
Mstep: Class 3 contains 29190 members
Mstep: Class 4 contains 112133 members
Mstep: Class 5 contains 354 members
Mstep: Class 6 contains 24695 members
Mstep: Class 7 contains 10241 members
Mstep: Class 8 contains 14392 members
Mstep: Class 9 contains 18219 members
Mstep: Class 10 contains 25747 members
Mstep: Class 11 contains 3380 members
Mstep: Class 12 contains 2477 members
Mstep: Class 13 contains 488 members
Mstep: Class 14 contains 50610 members
Mstep: Class 15 contains 1511 members
Mstep: Class 16 contains 6865 members
Mstep: Class 17 contains 30297 members
Mstep: Class 18 contains 15492 members
Mstep: Class 19 contains 58762 members
Mstep: Class 20 contains 81334 members
Mstep: Class 21 contains 10077 members
Mstep: Class 22 contains 9818 members
Mstep: Class 23 contains 21036 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67294904.000000 Penalty: 49657.628906
Iteration 49Q: 24 clusters Score -6.72949e+07 nChanged 5625
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1270 members
Mstep: Class 2 contains 62609 members
Mstep: Class 3 contains 29651 members
Mstep: Class 4 contains 111146 members
Mstep: Class 5 contains 350 members
Mstep: Class 6 contains 24858 members
Mstep: Class 7 contains 10317 members
Mstep: Class 8 contains 14219 members
Mstep: Class 9 contains 18452 members
Mstep: Class 10 contains 25911 members
Mstep: Class 11 contains 3196 members
Mstep: Class 12 contains 2346 members
Mstep: Class 13 contains 489 members
Mstep: Class 14 contains 49378 members
Mstep: Class 15 contains 1497 members
Mstep: Class 16 contains 6834 members
Mstep: Class 17 contains 30255 members
Mstep: Class 18 contains 15632 members
Mstep: Class 19 contains 58756 members
Mstep: Class 20 contains 80821 members
Mstep: Class 21 contains 10268 members
Mstep: Class 22 contains 9763 members
Mstep: Class 23 contains 21033 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67295848.000000 Penalty: 49657.628906
Iteration 50Q: 24 clusters Score -6.729585e+07 nChanged 4809
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1265 members
Mstep: Class 2 contains 64222 members
Mstep: Class 3 contains 30064 members
Mstep: Class 4 contains 110199 members
Mstep: Class 5 contains 347 members
Mstep: Class 6 contains 24995 members
Mstep: Class 7 contains 10418 members
Mstep: Class 8 contains 14099 members
Mstep: Class 9 contains 18615 members
Mstep: Class 10 contains 26041 members
Mstep: Class 11 contains 3002 members
Mstep: Class 12 contains 2262 members
Mstep: Class 13 contains 487 members
Mstep: Class 14 contains 48389 members
Mstep: Class 15 contains 1486 members
Mstep: Class 16 contains 6825 members
Mstep: Class 17 contains 30231 members
Mstep: Class 18 contains 15746 members
Mstep: Class 19 contains 58792 members
Mstep: Class 20 contains 80368 members
Mstep: Class 21 contains 10460 members
Mstep: Class 22 contains 9726 members
Mstep: Class 23 contains 21012 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67296808.000000 Penalty: 49657.628906
Iteration 51Q: 24 clusters Score -6.729681e+07 nChanged 4242
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1269 members
Mstep: Class 2 contains 65569 members
Mstep: Class 3 contains 30454 members
Mstep: Class 4 contains 109322 members
Mstep: Class 5 contains 345 members
Mstep: Class 6 contains 25123 members
Mstep: Class 7 contains 10526 members
Mstep: Class 8 contains 13998 members
Mstep: Class 9 contains 18773 members
Mstep: Class 10 contains 26170 members
Mstep: Class 11 contains 2834 members
Mstep: Class 12 contains 2179 members
Mstep: Class 13 contains 488 members
Mstep: Class 14 contains 47616 members
Mstep: Class 15 contains 1473 members
Mstep: Class 16 contains 6806 members
Mstep: Class 17 contains 30206 members
Mstep: Class 18 contains 15856 members
Mstep: Class 19 contains 58817 members
Mstep: Class 20 contains 79923 members
Mstep: Class 21 contains 10630 members
Mstep: Class 22 contains 9675 members
Mstep: Class 23 contains 20999 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67297616.000000 Penalty: 49657.628906
Iteration 52Q: 24 clusters Score -6.729762e+07 nChanged 3794
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1265 members
Mstep: Class 2 contains 66676 members
Mstep: Class 3 contains 30796 members
Mstep: Class 4 contains 108579 members
Mstep: Class 5 contains 345 members
Mstep: Class 6 contains 25244 members
Mstep: Class 7 contains 10650 members
Mstep: Class 8 contains 13907 members
Mstep: Class 9 contains 18942 members
Mstep: Class 10 contains 26295 members
Mstep: Class 11 contains 2685 members
Mstep: Class 12 contains 2109 members
Mstep: Class 13 contains 487 members
Mstep: Class 14 contains 46992 members
Mstep: Class 15 contains 1467 members
Mstep: Class 16 contains 6776 members
Mstep: Class 17 contains 30189 members
Mstep: Class 18 contains 15970 members
Mstep: Class 19 contains 58810 members
Mstep: Class 20 contains 79486 members
Mstep: Class 21 contains 10795 members
Mstep: Class 22 contains 9598 members
Mstep: Class 23 contains 20988 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67298096.000000 Penalty: 49657.628906
Iteration 53Q: 24 clusters Score -6.72981e+07 nChanged 3346
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1260 members
Mstep: Class 2 contains 67601 members
Mstep: Class 3 contains 31102 members
Mstep: Class 4 contains 107909 members
Mstep: Class 5 contains 345 members
Mstep: Class 6 contains 25348 members
Mstep: Class 7 contains 10762 members
Mstep: Class 8 contains 13833 members
Mstep: Class 9 contains 19124 members
Mstep: Class 10 contains 26414 members
Mstep: Class 11 contains 2549 members
Mstep: Class 12 contains 2044 members
Mstep: Class 13 contains 485 members
Mstep: Class 14 contains 46517 members
Mstep: Class 15 contains 1459 members
Mstep: Class 16 contains 6738 members
Mstep: Class 17 contains 30164 members
Mstep: Class 18 contains 16062 members
Mstep: Class 19 contains 58804 members
Mstep: Class 20 contains 79097 members
Mstep: Class 21 contains 10950 members
Mstep: Class 22 contains 9520 members
Mstep: Class 23 contains 20964 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67298608.000000 Penalty: 49657.628906
Iteration 54Q: 24 clusters Score -6.729861e+07 nChanged 2939
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1254 members
Mstep: Class 2 contains 68337 members
Mstep: Class 3 contains 31383 members
Mstep: Class 4 contains 107262 members
Mstep: Class 5 contains 345 members
Mstep: Class 6 contains 25463 members
Mstep: Class 7 contains 10889 members
Mstep: Class 8 contains 13785 members
Mstep: Class 9 contains 19299 members
Mstep: Class 10 contains 26522 members
Mstep: Class 11 contains 2458 members
Mstep: Class 12 contains 1993 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 46168 members
Mstep: Class 15 contains 1450 members
Mstep: Class 16 contains 6706 members
Mstep: Class 17 contains 30155 members
Mstep: Class 18 contains 16132 members
Mstep: Class 19 contains 58779 members
Mstep: Class 20 contains 78714 members
Mstep: Class 21 contains 11095 members
Mstep: Class 22 contains 9441 members
Mstep: Class 23 contains 20937 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67299448.000000 Penalty: 49657.628906
Iteration 55Q: 24 clusters Score -6.729945e+07 nChanged 2503
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1261 members
Mstep: Class 2 contains 68889 members
Mstep: Class 3 contains 31631 members
Mstep: Class 4 contains 106720 members
Mstep: Class 5 contains 345 members
Mstep: Class 6 contains 25572 members
Mstep: Class 7 contains 11025 members
Mstep: Class 8 contains 13748 members
Mstep: Class 9 contains 19450 members
Mstep: Class 10 contains 26605 members
Mstep: Class 11 contains 2387 members
Mstep: Class 12 contains 1949 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 45888 members
Mstep: Class 15 contains 1437 members
Mstep: Class 16 contains 6701 members
Mstep: Class 17 contains 30144 members
Mstep: Class 18 contains 16196 members
Mstep: Class 19 contains 58761 members
Mstep: Class 20 contains 78371 members
Mstep: Class 21 contains 11229 members
Mstep: Class 22 contains 9373 members
Mstep: Class 23 contains 20885 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67299832.000000 Penalty: 49657.628906
Iteration 56Q: 24 clusters Score -6.729983e+07 nChanged 2239
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1259 members
Mstep: Class 2 contains 69352 members
Mstep: Class 3 contains 31843 members
Mstep: Class 4 contains 106251 members
Mstep: Class 5 contains 345 members
Mstep: Class 6 contains 25674 members
Mstep: Class 7 contains 11184 members
Mstep: Class 8 contains 13723 members
Mstep: Class 9 contains 19573 members
Mstep: Class 10 contains 26687 members
Mstep: Class 11 contains 2325 members
Mstep: Class 12 contains 1914 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 45645 members
Mstep: Class 15 contains 1445 members
Mstep: Class 16 contains 6673 members
Mstep: Class 17 contains 30133 members
Mstep: Class 18 contains 16251 members
Mstep: Class 19 contains 58748 members
Mstep: Class 20 contains 78022 members
Mstep: Class 21 contains 11361 members
Mstep: Class 22 contains 9312 members
Mstep: Class 23 contains 20847 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67300320.000000 Penalty: 49657.628906
Iteration 57Q: 24 clusters Score -6.730032e+07 nChanged 2045
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1259 members
Mstep: Class 2 contains 69739 members
Mstep: Class 3 contains 32018 members
Mstep: Class 4 contains 105864 members
Mstep: Class 5 contains 345 members
Mstep: Class 6 contains 25760 members
Mstep: Class 7 contains 11329 members
Mstep: Class 8 contains 13688 members
Mstep: Class 9 contains 19664 members
Mstep: Class 10 contains 26766 members
Mstep: Class 11 contains 2279 members
Mstep: Class 12 contains 1883 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 45464 members
Mstep: Class 15 contains 1494 members
Mstep: Class 16 contains 6642 members
Mstep: Class 17 contains 30120 members
Mstep: Class 18 contains 16311 members
Mstep: Class 19 contains 58717 members
Mstep: Class 20 contains 77691 members
Mstep: Class 21 contains 11480 members
Mstep: Class 22 contains 9243 members
Mstep: Class 23 contains 20811 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67300424.000000 Penalty: 49657.628906
Iteration 58Q: 24 clusters Score -6.730042e+07 nChanged 1887
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1257 members
Mstep: Class 2 contains 70035 members
Mstep: Class 3 contains 32147 members
Mstep: Class 4 contains 105566 members
Mstep: Class 5 contains 344 members
Mstep: Class 6 contains 25834 members
Mstep: Class 7 contains 11471 members
Mstep: Class 8 contains 13653 members
Mstep: Class 9 contains 19760 members
Mstep: Class 10 contains 26835 members
Mstep: Class 11 contains 2255 members
Mstep: Class 12 contains 1860 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 45313 members
Mstep: Class 15 contains 1551 members
Mstep: Class 16 contains 6612 members
Mstep: Class 17 contains 30110 members
Mstep: Class 18 contains 16373 members
Mstep: Class 19 contains 58675 members
Mstep: Class 20 contains 77372 members
Mstep: Class 21 contains 11594 members
Mstep: Class 22 contains 9174 members
Mstep: Class 23 contains 20777 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67300704.000000 Penalty: 49657.628906
Iteration 59Q: 24 clusters Score -6.73007e+07 nChanged 1763
Entering Unmasked Mstep
Mstep: Class 0 contains 32 members
Mstep: Class 1 contains 1253 members
Mstep: Class 2 contains 70278 members
Mstep: Class 3 contains 32289 members
Mstep: Class 4 contains 105289 members
Mstep: Class 5 contains 343 members
Mstep: Class 6 contains 25896 members
Mstep: Class 7 contains 11609 members
Mstep: Class 8 contains 13620 members
Mstep: Class 9 contains 19845 members
Mstep: Class 10 contains 26913 members
Mstep: Class 11 contains 2245 members
Mstep: Class 12 contains 1837 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 45198 members
Mstep: Class 15 contains 1619 members
Mstep: Class 16 contains 6583 members
Mstep: Class 17 contains 30106 members
Mstep: Class 18 contains 16415 members
Mstep: Class 19 contains 58649 members
Mstep: Class 20 contains 77068 members
Mstep: Class 21 contains 11691 members
Mstep: Class 22 contains 9104 members
Mstep: Class 23 contains 20717 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67301160.000000 Penalty: 49657.628906
Iteration 60F: 24 clusters Score -6.730116e+07 nChanged 1618
Entering Unmasked Mstep
Mstep: Class 0 contains 27 members
Mstep: Class 1 contains 1248 members
Mstep: Class 2 contains 70493 members
Mstep: Class 3 contains 32440 members
Mstep: Class 4 contains 105013 members
Mstep: Class 5 contains 332 members
Mstep: Class 6 contains 25961 members
Mstep: Class 7 contains 11738 members
Mstep: Class 8 contains 13587 members
Mstep: Class 9 contains 19966 members
Mstep: Class 10 contains 26997 members
Mstep: Class 11 contains 2227 members
Mstep: Class 12 contains 1816 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 45081 members
Mstep: Class 15 contains 1694 members
Mstep: Class 16 contains 6571 members
Mstep: Class 17 contains 30093 members
Mstep: Class 18 contains 16453 members
Mstep: Class 19 contains 58635 members
Mstep: Class 20 contains 76774 members
Mstep: Class 21 contains 11772 members
Mstep: Class 22 contains 9027 members
Mstep: Class 23 contains 20655 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67301672.000000 Penalty: 49657.628906
Iteration 61Q: 24 clusters Score -6.730167e+07 nChanged 1518
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1234 members
Mstep: Class 2 contains 70668 members
Mstep: Class 3 contains 32582 members
Mstep: Class 4 contains 104747 members
Mstep: Class 5 contains 322 members
Mstep: Class 6 contains 26033 members
Mstep: Class 7 contains 11854 members
Mstep: Class 8 contains 13566 members
Mstep: Class 9 contains 20093 members
Mstep: Class 10 contains 27074 members
Mstep: Class 11 contains 2198 members
Mstep: Class 12 contains 1802 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 44990 members
Mstep: Class 15 contains 1755 members
Mstep: Class 16 contains 6555 members
Mstep: Class 17 contains 30078 members
Mstep: Class 18 contains 16492 members
Mstep: Class 19 contains 58614 members
Mstep: Class 20 contains 76496 members
Mstep: Class 21 contains 11878 members
Mstep: Class 22 contains 8943 members
Mstep: Class 23 contains 20600 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67301776.000000 Penalty: 49657.628906
Iteration 62Q: 24 clusters Score -6.730178e+07 nChanged 1406
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1225 members
Mstep: Class 2 contains 70786 members
Mstep: Class 3 contains 32722 members
Mstep: Class 4 contains 104541 members
Mstep: Class 5 contains 316 members
Mstep: Class 6 contains 26102 members
Mstep: Class 7 contains 11982 members
Mstep: Class 8 contains 13536 members
Mstep: Class 9 contains 20201 members
Mstep: Class 10 contains 27151 members
Mstep: Class 11 contains 2175 members
Mstep: Class 12 contains 1794 members
Mstep: Class 13 contains 485 members
Mstep: Class 14 contains 44913 members
Mstep: Class 15 contains 1841 members
Mstep: Class 16 contains 6524 members
Mstep: Class 17 contains 30064 members
Mstep: Class 18 contains 16535 members
Mstep: Class 19 contains 58579 members
Mstep: Class 20 contains 76198 members
Mstep: Class 21 contains 11972 members
Mstep: Class 22 contains 8872 members
Mstep: Class 23 contains 20544 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67301944.000000 Penalty: 49657.628906
Iteration 63Q: 24 clusters Score -6.730194e+07 nChanged 1277
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1218 members
Mstep: Class 2 contains 70889 members
Mstep: Class 3 contains 32810 members
Mstep: Class 4 contains 104397 members
Mstep: Class 5 contains 314 members
Mstep: Class 6 contains 26163 members
Mstep: Class 7 contains 12131 members
Mstep: Class 8 contains 13514 members
Mstep: Class 9 contains 20293 members
Mstep: Class 10 contains 27227 members
Mstep: Class 11 contains 2150 members
Mstep: Class 12 contains 1787 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 44847 members
Mstep: Class 15 contains 1903 members
Mstep: Class 16 contains 6490 members
Mstep: Class 17 contains 30047 members
Mstep: Class 18 contains 16575 members
Mstep: Class 19 contains 58547 members
Mstep: Class 20 contains 75896 members
Mstep: Class 21 contains 12072 members
Mstep: Class 22 contains 8799 members
Mstep: Class 23 contains 20505 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302096.000000 Penalty: 49657.628906
Iteration 64Q: 24 clusters Score -6.73021e+07 nChanged 1187
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1210 members
Mstep: Class 2 contains 70956 members
Mstep: Class 3 contains 32860 members
Mstep: Class 4 contains 104273 members
Mstep: Class 5 contains 312 members
Mstep: Class 6 contains 26236 members
Mstep: Class 7 contains 12293 members
Mstep: Class 8 contains 13503 members
Mstep: Class 9 contains 20373 members
Mstep: Class 10 contains 27312 members
Mstep: Class 11 contains 2138 members
Mstep: Class 12 contains 1783 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 44808 members
Mstep: Class 15 contains 1944 members
Mstep: Class 16 contains 6468 members
Mstep: Class 17 contains 30042 members
Mstep: Class 18 contains 16611 members
Mstep: Class 19 contains 58517 members
Mstep: Class 20 contains 75559 members
Mstep: Class 21 contains 12177 members
Mstep: Class 22 contains 8725 members
Mstep: Class 23 contains 20474 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302264.000000 Penalty: 49657.628906
Iteration 65Q: 24 clusters Score -6.730226e+07 nChanged 1118
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1216 members
Mstep: Class 2 contains 71006 members
Mstep: Class 3 contains 32902 members
Mstep: Class 4 contains 104172 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26320 members
Mstep: Class 7 contains 12435 members
Mstep: Class 8 contains 13490 members
Mstep: Class 9 contains 20451 members
Mstep: Class 10 contains 27392 members
Mstep: Class 11 contains 2136 members
Mstep: Class 12 contains 1780 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 44772 members
Mstep: Class 15 contains 1973 members
Mstep: Class 16 contains 6455 members
Mstep: Class 17 contains 30029 members
Mstep: Class 18 contains 16655 members
Mstep: Class 19 contains 58485 members
Mstep: Class 20 contains 75215 members
Mstep: Class 21 contains 12271 members
Mstep: Class 22 contains 8662 members
Mstep: Class 23 contains 20448 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302344.000000 Penalty: 49657.628906
Iteration 66Q: 24 clusters Score -6.730234e+07 nChanged 1057
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1221 members
Mstep: Class 2 contains 71050 members
Mstep: Class 3 contains 32916 members
Mstep: Class 4 contains 104088 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26399 members
Mstep: Class 7 contains 12567 members
Mstep: Class 8 contains 13479 members
Mstep: Class 9 contains 20509 members
Mstep: Class 10 contains 27478 members
Mstep: Class 11 contains 2131 members
Mstep: Class 12 contains 1776 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 44743 members
Mstep: Class 15 contains 1993 members
Mstep: Class 16 contains 6444 members
Mstep: Class 17 contains 30011 members
Mstep: Class 18 contains 16692 members
Mstep: Class 19 contains 58476 members
Mstep: Class 20 contains 74892 members
Mstep: Class 21 contains 12376 members
Mstep: Class 22 contains 8603 members
Mstep: Class 23 contains 20421 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302368.000000 Penalty: 49657.628906
Iteration 67Q: 24 clusters Score -6.730237e+07 nChanged 1038
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1220 members
Mstep: Class 2 contains 71093 members
Mstep: Class 3 contains 32925 members
Mstep: Class 4 contains 104013 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26471 members
Mstep: Class 7 contains 12712 members
Mstep: Class 8 contains 13465 members
Mstep: Class 9 contains 20566 members
Mstep: Class 10 contains 27572 members
Mstep: Class 11 contains 2132 members
Mstep: Class 12 contains 1770 members
Mstep: Class 13 contains 484 members
Mstep: Class 14 contains 44723 members
Mstep: Class 15 contains 2008 members
Mstep: Class 16 contains 6424 members
Mstep: Class 17 contains 30001 members
Mstep: Class 18 contains 16726 members
Mstep: Class 19 contains 58466 members
Mstep: Class 20 contains 74564 members
Mstep: Class 21 contains 12468 members
Mstep: Class 22 contains 8551 members
Mstep: Class 23 contains 20395 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302520.000000 Penalty: 49657.628906
Iteration 68Q: 24 clusters Score -6.730252e+07 nChanged 965
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1220 members
Mstep: Class 2 contains 71129 members
Mstep: Class 3 contains 32943 members
Mstep: Class 4 contains 103948 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26541 members
Mstep: Class 7 contains 12865 members
Mstep: Class 8 contains 13458 members
Mstep: Class 9 contains 20605 members
Mstep: Class 10 contains 27673 members
Mstep: Class 11 contains 2136 members
Mstep: Class 12 contains 1765 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44705 members
Mstep: Class 15 contains 2020 members
Mstep: Class 16 contains 6411 members
Mstep: Class 17 contains 29992 members
Mstep: Class 18 contains 16764 members
Mstep: Class 19 contains 58466 members
Mstep: Class 20 contains 74212 members
Mstep: Class 21 contains 12535 members
Mstep: Class 22 contains 8509 members
Mstep: Class 23 contains 20369 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302576.000000 Penalty: 49657.628906
Iteration 69Q: 24 clusters Score -6.730258e+07 nChanged 900
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1211 members
Mstep: Class 2 contains 71161 members
Mstep: Class 3 contains 32977 members
Mstep: Class 4 contains 103863 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26595 members
Mstep: Class 7 contains 13015 members
Mstep: Class 8 contains 13453 members
Mstep: Class 9 contains 20649 members
Mstep: Class 10 contains 27756 members
Mstep: Class 11 contains 2148 members
Mstep: Class 12 contains 1759 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44687 members
Mstep: Class 15 contains 2031 members
Mstep: Class 16 contains 6399 members
Mstep: Class 17 contains 29982 members
Mstep: Class 18 contains 16813 members
Mstep: Class 19 contains 58461 members
Mstep: Class 20 contains 73895 members
Mstep: Class 21 contains 12591 members
Mstep: Class 22 contains 8471 members
Mstep: Class 23 contains 20349 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302520.000000 Penalty: 49657.628906
Iteration 70Q: 24 clusters Score -6.730252e+07 nChanged 844
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1206 members
Mstep: Class 2 contains 71176 members
Mstep: Class 3 contains 33001 members
Mstep: Class 4 contains 103787 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26652 members
Mstep: Class 7 contains 13156 members
Mstep: Class 8 contains 13445 members
Mstep: Class 9 contains 20699 members
Mstep: Class 10 contains 27830 members
Mstep: Class 11 contains 2167 members
Mstep: Class 12 contains 1759 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44672 members
Mstep: Class 15 contains 2039 members
Mstep: Class 16 contains 6397 members
Mstep: Class 17 contains 29968 members
Mstep: Class 18 contains 16862 members
Mstep: Class 19 contains 58469 members
Mstep: Class 20 contains 73591 members
Mstep: Class 21 contains 12633 members
Mstep: Class 22 contains 8430 members
Mstep: Class 23 contains 20327 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302632.000000 Penalty: 49657.628906
Iteration 71Q: 24 clusters Score -6.730263e+07 nChanged 892
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1199 members
Mstep: Class 2 contains 71183 members
Mstep: Class 3 contains 33035 members
Mstep: Class 4 contains 103728 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26703 members
Mstep: Class 7 contains 13316 members
Mstep: Class 8 contains 13434 members
Mstep: Class 9 contains 20749 members
Mstep: Class 10 contains 27905 members
Mstep: Class 11 contains 2193 members
Mstep: Class 12 contains 1760 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44656 members
Mstep: Class 15 contains 2051 members
Mstep: Class 16 contains 6390 members
Mstep: Class 17 contains 29955 members
Mstep: Class 18 contains 16917 members
Mstep: Class 19 contains 58463 members
Mstep: Class 20 contains 73264 members
Mstep: Class 21 contains 12669 members
Mstep: Class 22 contains 8392 members
Mstep: Class 23 contains 20304 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302712.000000 Penalty: 49657.628906
Iteration 72Q: 24 clusters Score -6.730271e+07 nChanged 814
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1181 members
Mstep: Class 2 contains 71194 members
Mstep: Class 3 contains 33076 members
Mstep: Class 4 contains 103659 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26756 members
Mstep: Class 7 contains 13469 members
Mstep: Class 8 contains 13431 members
Mstep: Class 9 contains 20774 members
Mstep: Class 10 contains 27979 members
Mstep: Class 11 contains 2219 members
Mstep: Class 12 contains 1760 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44641 members
Mstep: Class 15 contains 2062 members
Mstep: Class 16 contains 6397 members
Mstep: Class 17 contains 29944 members
Mstep: Class 18 contains 16963 members
Mstep: Class 19 contains 58462 members
Mstep: Class 20 contains 72955 members
Mstep: Class 21 contains 12688 members
Mstep: Class 22 contains 8367 members
Mstep: Class 23 contains 20289 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302872.000000 Penalty: 49657.628906
Iteration 73Q: 24 clusters Score -6.730287e+07 nChanged 861
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1159 members
Mstep: Class 2 contains 71211 members
Mstep: Class 3 contains 33093 members
Mstep: Class 4 contains 103630 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26804 members
Mstep: Class 7 contains 13652 members
Mstep: Class 8 contains 13423 members
Mstep: Class 9 contains 20804 members
Mstep: Class 10 contains 28051 members
Mstep: Class 11 contains 2246 members
Mstep: Class 12 contains 1758 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44615 members
Mstep: Class 15 contains 2067 members
Mstep: Class 16 contains 6389 members
Mstep: Class 17 contains 29936 members
Mstep: Class 18 contains 17008 members
Mstep: Class 19 contains 58461 members
Mstep: Class 20 contains 72632 members
Mstep: Class 21 contains 12714 members
Mstep: Class 22 contains 8340 members
Mstep: Class 23 contains 20273 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67303048.000000 Penalty: 49657.628906
Iteration 74Q: 24 clusters Score -6.730305e+07 nChanged 864
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1142 members
Mstep: Class 2 contains 71232 members
Mstep: Class 3 contains 33113 members
Mstep: Class 4 contains 103593 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26843 members
Mstep: Class 7 contains 13826 members
Mstep: Class 8 contains 13407 members
Mstep: Class 9 contains 20832 members
Mstep: Class 10 contains 28133 members
Mstep: Class 11 contains 2274 members
Mstep: Class 12 contains 1756 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44590 members
Mstep: Class 15 contains 2069 members
Mstep: Class 16 contains 6369 members
Mstep: Class 17 contains 29929 members
Mstep: Class 18 contains 17044 members
Mstep: Class 19 contains 58460 members
Mstep: Class 20 contains 72318 members
Mstep: Class 21 contains 12757 members
Mstep: Class 22 contains 8315 members
Mstep: Class 23 contains 20264 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67302912.000000 Penalty: 49657.628906
Iteration 75Q: 24 clusters Score -6.730291e+07 nChanged 851
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1131 members
Mstep: Class 2 contains 71239 members
Mstep: Class 3 contains 33134 members
Mstep: Class 4 contains 103555 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26885 members
Mstep: Class 7 contains 14008 members
Mstep: Class 8 contains 13400 members
Mstep: Class 9 contains 20852 members
Mstep: Class 10 contains 28223 members
Mstep: Class 11 contains 2305 members
Mstep: Class 12 contains 1754 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44566 members
Mstep: Class 15 contains 2074 members
Mstep: Class 16 contains 6359 members
Mstep: Class 17 contains 29911 members
Mstep: Class 18 contains 17080 members
Mstep: Class 19 contains 58464 members
Mstep: Class 20 contains 71988 members
Mstep: Class 21 contains 12794 members
Mstep: Class 22 contains 8295 members
Mstep: Class 23 contains 20249 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67303088.000000 Penalty: 49657.628906
Iteration 76Q: 24 clusters Score -6.730309e+07 nChanged 782
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1117 members
Mstep: Class 2 contains 71242 members
Mstep: Class 3 contains 33144 members
Mstep: Class 4 contains 103522 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26919 members
Mstep: Class 7 contains 14173 members
Mstep: Class 8 contains 13395 members
Mstep: Class 9 contains 20869 members
Mstep: Class 10 contains 28324 members
Mstep: Class 11 contains 2336 members
Mstep: Class 12 contains 1753 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44550 members
Mstep: Class 15 contains 2081 members
Mstep: Class 16 contains 6356 members
Mstep: Class 17 contains 29899 members
Mstep: Class 18 contains 17112 members
Mstep: Class 19 contains 58467 members
Mstep: Class 20 contains 71680 members
Mstep: Class 21 contains 12818 members
Mstep: Class 22 contains 8275 members
Mstep: Class 23 contains 20234 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67303360.000000 Penalty: 49657.628906
Iteration 77Q: 24 clusters Score -6.730336e+07 nChanged 754
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1109 members
Mstep: Class 2 contains 71238 members
Mstep: Class 3 contains 33161 members
Mstep: Class 4 contains 103505 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26959 members
Mstep: Class 7 contains 14334 members
Mstep: Class 8 contains 13391 members
Mstep: Class 9 contains 20877 members
Mstep: Class 10 contains 28410 members
Mstep: Class 11 contains 2372 members
Mstep: Class 12 contains 1752 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44537 members
Mstep: Class 15 contains 2088 members
Mstep: Class 16 contains 6348 members
Mstep: Class 17 contains 29885 members
Mstep: Class 18 contains 17134 members
Mstep: Class 19 contains 58471 members
Mstep: Class 20 contains 71385 members
Mstep: Class 21 contains 12834 members
Mstep: Class 22 contains 8260 members
Mstep: Class 23 contains 20216 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67303520.000000 Penalty: 49657.628906
Iteration 78Q: 24 clusters Score -6.730352e+07 nChanged 759
Entering ConstructFrom:
Score: -67303520.000000 Penalty: 49657.628906
Entering ConstructFrom:
Trying to split cluster 1 (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: -123102.429688 Penalty: 1139.028931
Iteration 0F: 2 clusters Score -123102.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 560 members
Mstep: Class 2 contains 547 members
Entering Unmasked Estep
Score: -121599.125000 Penalty: 2278.057861
Iteration 0F: 3 clusters Score -121599.1 nChanged 320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 552 members
Mstep: Class 2 contains 555 members
Entering Unmasked Estep
Score: -121898.429688 Penalty: 2278.057861
Iteration 1F: 3 clusters Score -121898.4 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 544 members
Mstep: Class 2 contains 563 members
Entering Unmasked Estep
Score: -122024.523438 Penalty: 2278.057861
Iteration 2F: 3 clusters Score -122024.5 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 552 members
Mstep: Class 2 contains 555 members
Entering Unmasked Estep
Score: -122138.734375 Penalty: 2278.057861
Iteration 3F: 3 clusters Score -122138.7 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 568 members
Mstep: Class 2 contains 539 members
Entering Unmasked Estep
Score: -122222.820312 Penalty: 2278.057861
Iteration 4Q: 3 clusters Score -122222.8 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 593 members
Mstep: Class 2 contains 514 members
Entering Unmasked Estep
Score: -122296.164062 Penalty: 2278.057861
Iteration 5Q: 3 clusters Score -122296.2 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 615 members
Mstep: Class 2 contains 492 members
Entering Unmasked Estep
Score: -122355.531250 Penalty: 2278.057861
Iteration 6Q: 3 clusters Score -122355.5 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 638 members
Mstep: Class 2 contains 469 members
Entering Unmasked Estep
Score: -122392.890625 Penalty: 2278.057861
Iteration 7Q: 3 clusters Score -122392.9 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 656 members
Mstep: Class 2 contains 451 members
Entering Unmasked Estep
Score: -122420.695312 Penalty: 2278.057861
Iteration 8Q: 3 clusters Score -122420.7 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 676 members
Mstep: Class 2 contains 431 members
Entering Unmasked Estep
Score: -122454.281250 Penalty: 2278.057861
Iteration 9Q: 3 clusters Score -122454.3 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 691 members
Mstep: Class 2 contains 416 members
Entering Unmasked Estep
Score: -122473.257812 Penalty: 2278.057861
Iteration 10Q: 3 clusters Score -122473.3 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 698 members
Mstep: Class 2 contains 409 members
Entering Unmasked Estep
Score: -122479.632812 Penalty: 2278.057861
Iteration 11Q: 3 clusters Score -122479.6 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 705 members
Mstep: Class 2 contains 402 members
Entering Unmasked Estep
Score: -122492.148438 Penalty: 2278.057861
Iteration 12Q: 3 clusters Score -122492.1 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 708 members
Mstep: Class 2 contains 399 members
Entering Unmasked Estep
Score: -122502.398438 Penalty: 2278.057861
Iteration 13Q: 3 clusters Score -122502.4 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 711 members
Mstep: Class 2 contains 396 members
Entering Unmasked Estep
Score: -122510.851562 Penalty: 2278.057861
Iteration 14Q: 3 clusters Score -122510.9 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 715 members
Mstep: Class 2 contains 392 members
Entering Unmasked Estep
Score: -122519.757812 Penalty: 2278.057861
Iteration 15Q: 3 clusters Score -122519.8 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 721 members
Mstep: Class 2 contains 386 members
Entering Unmasked Estep
Score: -122527.296875 Penalty: 2278.057861
Iteration 16Q: 3 clusters Score -122527.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 723 members
Mstep: Class 2 contains 384 members
Entering Unmasked Estep
Score: -122532.195312 Penalty: 2278.057861
Iteration 17Q: 3 clusters Score -122532.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 722 members
Mstep: Class 2 contains 385 members
Entering Unmasked Estep
Score: -122535.476562 Penalty: 2278.057861
Iteration 18Q: 3 clusters Score -122535.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 724 members
Mstep: Class 2 contains 383 members
Entering Unmasked Estep
Score: -122536.296875 Penalty: 2278.057861
Iteration 19Q: 3 clusters Score -122536.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 724 members
Mstep: Class 2 contains 383 members
Entering Unmasked Estep
Score: -122536.296875 Penalty: 2278.057861
Iteration 20F: 3 clusters Score -122536.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 2 (71235 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71235 members
Entering Unmasked Estep
Score: -8403044.000000 Penalty: 1815.732666
Iteration 0F: 2 clusters Score -8403044 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35796 members
Mstep: Class 2 contains 35439 members
Entering Unmasked Estep
Score: -8355496.500000 Penalty: 3631.465332
Iteration 0F: 3 clusters Score -8355496 nChanged 33993
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39003 members
Mstep: Class 2 contains 32232 members
Entering Unmasked Estep
Score: -8375732.000000 Penalty: 3631.465332
Iteration 1F: 3 clusters Score -8375732 nChanged 3267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40838 members
Mstep: Class 2 contains 30397 members
Entering Unmasked Estep
Score: -8377081.500000 Penalty: 3631.465332
Iteration 2Q: 3 clusters Score -8377082 nChanged 3803
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43349 members
Mstep: Class 2 contains 27886 members
Entering Unmasked Estep
Score: -8378981.500000 Penalty: 3631.465332
Iteration 3F: 3 clusters Score -8378982 nChanged 4285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46510 members
Mstep: Class 2 contains 24725 members
Entering Unmasked Estep
Score: -8381543.000000 Penalty: 3631.465332
Iteration 4F: 3 clusters Score -8381543 nChanged 4560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50210 members
Mstep: Class 2 contains 21025 members
Entering Unmasked Estep
Score: -8384665.500000 Penalty: 3631.465332
Iteration 5F: 3 clusters Score -8384666 nChanged 4544
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54160 members
Mstep: Class 2 contains 17075 members
Entering Unmasked Estep
Score: -8388148.000000 Penalty: 3631.465332
Iteration 6F: 3 clusters Score -8388148 nChanged 4234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57986 members
Mstep: Class 2 contains 13249 members
Entering Unmasked Estep
Score: -8391622.000000 Penalty: 3631.465332
Iteration 7F: 3 clusters Score -8391622 nChanged 3626
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61298 members
Mstep: Class 2 contains 9937 members
Entering Unmasked Estep
Score: -8394661.000000 Penalty: 3631.465332
Iteration 8F: 3 clusters Score -8394661 nChanged 2711
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63837 members
Mstep: Class 2 contains 7398 members
Entering Unmasked Estep
Score: -8396879.000000 Penalty: 3631.465332
Iteration 9Q: 3 clusters Score -8396879 nChanged 1963
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65688 members
Mstep: Class 2 contains 5547 members
Entering Unmasked Estep
Score: -8398405.000000 Penalty: 3631.465332
Iteration 10Q: 3 clusters Score -8398405 nChanged 1409
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67041 members
Mstep: Class 2 contains 4194 members
Entering Unmasked Estep
Score: -8399461.000000 Penalty: 3631.465332
Iteration 11Q: 3 clusters Score -8399461 nChanged 979
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67970 members
Mstep: Class 2 contains 3265 members
Entering Unmasked Estep
Score: -8400187.000000 Penalty: 3631.465332
Iteration 12Q: 3 clusters Score -8400187 nChanged 673
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68575 members
Mstep: Class 2 contains 2660 members
Entering Unmasked Estep
Score: -8400645.000000 Penalty: 3631.465332
Iteration 13Q: 3 clusters Score -8400645 nChanged 461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68970 members
Mstep: Class 2 contains 2265 members
Entering Unmasked Estep
Score: -8400938.000000 Penalty: 3631.465332
Iteration 14Q: 3 clusters Score -8400938 nChanged 363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69249 members
Mstep: Class 2 contains 1986 members
Entering Unmasked Estep
Score: -8401156.000000 Penalty: 3631.465332
Iteration 15Q: 3 clusters Score -8401156 nChanged 272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69447 members
Mstep: Class 2 contains 1788 members
Entering Unmasked Estep
Score: -8401301.000000 Penalty: 3631.465332
Iteration 16Q: 3 clusters Score -8401301 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69571 members
Mstep: Class 2 contains 1664 members
Entering Unmasked Estep
Score: -8401404.000000 Penalty: 3631.465332
Iteration 17Q: 3 clusters Score -8401404 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69649 members
Mstep: Class 2 contains 1586 members
Entering Unmasked Estep
Score: -8401476.000000 Penalty: 3631.465332
Iteration 18Q: 3 clusters Score -8401476 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69729 members
Mstep: Class 2 contains 1506 members
Entering Unmasked Estep
Score: -8401535.000000 Penalty: 3631.465332
Iteration 19Q: 3 clusters Score -8401535 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69776 members
Mstep: Class 2 contains 1459 members
Entering Unmasked Estep
Score: -8401581.000000 Penalty: 3631.465332
Iteration 20F: 3 clusters Score -8401581 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69816 members
Mstep: Class 2 contains 1419 members
Entering Unmasked Estep
Score: -8401608.000000 Penalty: 3631.465332
Iteration 21Q: 3 clusters Score -8401608 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69857 members
Mstep: Class 2 contains 1378 members
Entering Unmasked Estep
Score: -8401645.000000 Penalty: 3631.465332
Iteration 22Q: 3 clusters Score -8401645 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69894 members
Mstep: Class 2 contains 1341 members
Entering Unmasked Estep
Score: -8401687.000000 Penalty: 3631.465332
Iteration 23Q: 3 clusters Score -8401687 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69920 members
Mstep: Class 2 contains 1315 members
Entering Unmasked Estep
Score: -8401707.000000 Penalty: 3631.465332
Iteration 24Q: 3 clusters Score -8401707 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69943 members
Mstep: Class 2 contains 1292 members
Entering Unmasked Estep
Score: -8401747.000000 Penalty: 3631.465332
Iteration 25Q: 3 clusters Score -8401747 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69973 members
Mstep: Class 2 contains 1262 members
Entering Unmasked Estep
Score: -8401760.000000 Penalty: 3631.465332
Iteration 26Q: 3 clusters Score -8401760 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69996 members
Mstep: Class 2 contains 1239 members
Entering Unmasked Estep
Score: -8401774.000000 Penalty: 3631.465332
Iteration 27Q: 3 clusters Score -8401774 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70018 members
Mstep: Class 2 contains 1217 members
Entering Unmasked Estep
Score: -8401785.000000 Penalty: 3631.465332
Iteration 28Q: 3 clusters Score -8401785 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70030 members
Mstep: Class 2 contains 1205 members
Entering Unmasked Estep
Score: -8401789.000000 Penalty: 3631.465332
Iteration 29Q: 3 clusters Score -8401789 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70035 members
Mstep: Class 2 contains 1200 members
Entering Unmasked Estep
Score: -8401792.000000 Penalty: 3631.465332
Iteration 30Q: 3 clusters Score -8401792 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70045 members
Mstep: Class 2 contains 1190 members
Entering Unmasked Estep
Score: -8401796.000000 Penalty: 3631.465332
Iteration 31Q: 3 clusters Score -8401796 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70049 members
Mstep: Class 2 contains 1186 members
Entering Unmasked Estep
Score: -8401797.000000 Penalty: 3631.465332
Iteration 32Q: 3 clusters Score -8401797 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70052 members
Mstep: Class 2 contains 1183 members
Entering Unmasked Estep
Score: -8401798.000000 Penalty: 3631.465332
Iteration 33Q: 3 clusters Score -8401798 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70055 members
Mstep: Class 2 contains 1180 members
Entering Unmasked Estep
Score: -8401799.000000 Penalty: 3631.465332
Iteration 34Q: 3 clusters Score -8401799 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70067 members
Mstep: Class 2 contains 1168 members
Entering Unmasked Estep
Score: -8401807.000000 Penalty: 3631.465332
Iteration 35Q: 3 clusters Score -8401807 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70068 members
Mstep: Class 2 contains 1167 members
Entering Unmasked Estep
Score: -8401814.000000 Penalty: 3631.465332
Iteration 36Q: 3 clusters Score -8401814 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70073 members
Mstep: Class 2 contains 1162 members
Entering Unmasked Estep
Score: -8401827.000000 Penalty: 3631.465332
Iteration 37Q: 3 clusters Score -8401827 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70079 members
Mstep: Class 2 contains 1156 members
Entering Unmasked Estep
Score: -8401828.000000 Penalty: 3631.465332
Iteration 38Q: 3 clusters Score -8401828 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70073 members
Mstep: Class 2 contains 1162 members
Entering Unmasked Estep
Score: -8401838.000000 Penalty: 3631.465332
Iteration 39Q: 3 clusters Score -8401838 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70076 members
Mstep: Class 2 contains 1159 members
Entering Unmasked Estep
Score: -8401839.000000 Penalty: 3631.465332
Iteration 40F: 3 clusters Score -8401839 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70079 members
Mstep: Class 2 contains 1156 members
Entering Unmasked Estep
Score: -8401835.000000 Penalty: 3631.465332
Iteration 41Q: 3 clusters Score -8401835 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70081 members
Mstep: Class 2 contains 1154 members
Entering Unmasked Estep
Score: -8401834.000000 Penalty: 3631.465332
Iteration 42Q: 3 clusters Score -8401834 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70076 members
Mstep: Class 2 contains 1159 members
Entering Unmasked Estep
Score: -8401840.000000 Penalty: 3631.465332
Iteration 43Q: 3 clusters Score -8401840 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70073 members
Mstep: Class 2 contains 1162 members
Entering Unmasked Estep
Score: -8401838.000000 Penalty: 3631.465332
Iteration 44Q: 3 clusters Score -8401838 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70069 members
Mstep: Class 2 contains 1166 members
Entering Unmasked Estep
Score: -8401840.000000 Penalty: 3631.465332
Iteration 45Q: 3 clusters Score -8401840 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70068 members
Mstep: Class 2 contains 1167 members
Entering Unmasked Estep
Score: -8401834.000000 Penalty: 3631.465332
Iteration 46Q: 3 clusters Score -8401834 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70069 members
Mstep: Class 2 contains 1166 members
Entering Unmasked Estep
Score: -8401847.000000 Penalty: 3631.465332
Iteration 47Q: 3 clusters Score -8401847 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70073 members
Mstep: Class 2 contains 1162 members
Entering Unmasked Estep
Score: -8401845.000000 Penalty: 3631.465332
Iteration 48Q: 3 clusters Score -8401845 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70070 members
Mstep: Class 2 contains 1165 members
Entering Unmasked Estep
Score: -8401846.000000 Penalty: 3631.465332
Iteration 49Q: 3 clusters Score -8401846 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70072 members
Mstep: Class 2 contains 1163 members
Entering Unmasked Estep
Score: -8401848.000000 Penalty: 3631.465332
Iteration 50Q: 3 clusters Score -8401848 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70069 members
Mstep: Class 2 contains 1166 members
Entering Unmasked Estep
Score: -8401861.000000 Penalty: 3631.465332
Iteration 51Q: 3 clusters Score -8401861 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70066 members
Mstep: Class 2 contains 1169 members
Entering Unmasked Estep
Score: -8401858.000000 Penalty: 3631.465332
Iteration 52Q: 3 clusters Score -8401858 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70065 members
Mstep: Class 2 contains 1170 members
Entering Unmasked Estep
Score: -8401871.000000 Penalty: 3631.465332
Iteration 53Q: 3 clusters Score -8401871 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70055 members
Mstep: Class 2 contains 1180 members
Entering Unmasked Estep
Score: -8401859.000000 Penalty: 3631.465332
Iteration 54Q: 3 clusters Score -8401859 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70052 members
Mstep: Class 2 contains 1183 members
Entering Unmasked Estep
Score: -8401863.000000 Penalty: 3631.465332
Iteration 55Q: 3 clusters Score -8401863 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70043 members
Mstep: Class 2 contains 1192 members
Entering Unmasked Estep
Score: -8401877.000000 Penalty: 3631.465332
Iteration 56Q: 3 clusters Score -8401877 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70031 members
Mstep: Class 2 contains 1204 members
Entering Unmasked Estep
Score: -8401880.000000 Penalty: 3631.465332
Iteration 57Q: 3 clusters Score -8401880 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70016 members
Mstep: Class 2 contains 1219 members
Entering Unmasked Estep
Score: -8401889.000000 Penalty: 3631.465332
Iteration 58Q: 3 clusters Score -8401889 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70011 members
Mstep: Class 2 contains 1224 members
Entering Unmasked Estep
Score: -8401900.000000 Penalty: 3631.465332
Iteration 59Q: 3 clusters Score -8401900 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70005 members
Mstep: Class 2 contains 1230 members
Entering Unmasked Estep
Score: -8401911.000000 Penalty: 3631.465332
Iteration 60F: 3 clusters Score -8401911 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69999 members
Mstep: Class 2 contains 1236 members
Entering Unmasked Estep
Score: -8401922.000000 Penalty: 3631.465332
Iteration 61Q: 3 clusters Score -8401922 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69992 members
Mstep: Class 2 contains 1243 members
Entering Unmasked Estep
Score: -8401920.000000 Penalty: 3631.465332
Iteration 62Q: 3 clusters Score -8401920 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69988 members
Mstep: Class 2 contains 1247 members
Entering Unmasked Estep
Score: -8401921.000000 Penalty: 3631.465332
Iteration 63Q: 3 clusters Score -8401921 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69988 members
Mstep: Class 2 contains 1247 members
Entering Unmasked Estep
Score: -8401922.000000 Penalty: 3631.465332
Iteration 64Q: 3 clusters Score -8401922 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69983 members
Mstep: Class 2 contains 1252 members
Entering Unmasked Estep
Score: -8401928.000000 Penalty: 3631.465332
Iteration 65Q: 3 clusters Score -8401928 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69983 members
Mstep: Class 2 contains 1252 members
Entering Unmasked Estep
Score: -8401932.000000 Penalty: 3631.465332
Iteration 66Q: 3 clusters Score -8401932 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69982 members
Mstep: Class 2 contains 1253 members
Entering Unmasked Estep
Score: -8401933.000000 Penalty: 3631.465332
Iteration 67Q: 3 clusters Score -8401933 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69985 members
Mstep: Class 2 contains 1250 members
Entering Unmasked Estep
Score: -8401940.000000 Penalty: 3631.465332
Iteration 68Q: 3 clusters Score -8401940 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69981 members
Mstep: Class 2 contains 1254 members
Entering Unmasked Estep
Score: -8401949.000000 Penalty: 3631.465332
Iteration 69Q: 3 clusters Score -8401949 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69976 members
Mstep: Class 2 contains 1259 members
Entering Unmasked Estep
Score: -8401947.000000 Penalty: 3631.465332
Iteration 70Q: 3 clusters Score -8401947 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69980 members
Mstep: Class 2 contains 1255 members
Entering Unmasked Estep
Score: -8401946.000000 Penalty: 3631.465332
Iteration 71Q: 3 clusters Score -8401946 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69983 members
Mstep: Class 2 contains 1252 members
Entering Unmasked Estep
Score: -8401951.000000 Penalty: 3631.465332
Iteration 72Q: 3 clusters Score -8401951 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69984 members
Mstep: Class 2 contains 1251 members
Entering Unmasked Estep
Score: -8401958.000000 Penalty: 3631.465332
Iteration 73Q: 3 clusters Score -8401958 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69976 members
Mstep: Class 2 contains 1259 members
Entering Unmasked Estep
Score: -8401962.000000 Penalty: 3631.465332
Iteration 74Q: 3 clusters Score -8401962 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69971 members
Mstep: Class 2 contains 1264 members
Entering Unmasked Estep
Score: -8401965.000000 Penalty: 3631.465332
Iteration 75Q: 3 clusters Score -8401965 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69962 members
Mstep: Class 2 contains 1273 members
Entering Unmasked Estep
Score: -8401964.000000 Penalty: 3631.465332
Iteration 76Q: 3 clusters Score -8401964 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69965 members
Mstep: Class 2 contains 1270 members
Entering Unmasked Estep
Score: -8401964.000000 Penalty: 3631.465332
Iteration 77Q: 3 clusters Score -8401964 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69971 members
Mstep: Class 2 contains 1264 members
Entering Unmasked Estep
Score: -8401967.000000 Penalty: 3631.465332
Iteration 78Q: 3 clusters Score -8401967 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69969 members
Mstep: Class 2 contains 1266 members
Entering Unmasked Estep
Score: -8401983.000000 Penalty: 3631.465332
Iteration 79Q: 3 clusters Score -8401983 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69960 members
Mstep: Class 2 contains 1275 members
Entering Unmasked Estep
Score: -8401968.000000 Penalty: 3631.465332
Iteration 80F: 3 clusters Score -8401968 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69959 members
Mstep: Class 2 contains 1276 members
Entering Unmasked Estep
Score: -8401972.000000 Penalty: 3631.465332
Iteration 81Q: 3 clusters Score -8401972 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69957 members
Mstep: Class 2 contains 1278 members
Entering Unmasked Estep
Score: -8401975.000000 Penalty: 3631.465332
Iteration 82Q: 3 clusters Score -8401975 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69950 members
Mstep: Class 2 contains 1285 members
Entering Unmasked Estep
Score: -8401981.000000 Penalty: 3631.465332
Iteration 83Q: 3 clusters Score -8401981 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69946 members
Mstep: Class 2 contains 1289 members
Entering Unmasked Estep
Score: -8401975.000000 Penalty: 3631.465332
Iteration 84Q: 3 clusters Score -8401975 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69942 members
Mstep: Class 2 contains 1293 members
Entering Unmasked Estep
Score: -8401984.000000 Penalty: 3631.465332
Iteration 85Q: 3 clusters Score -8401984 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69938 members
Mstep: Class 2 contains 1297 members
Entering Unmasked Estep
Score: -8401994.000000 Penalty: 3631.465332
Iteration 86Q: 3 clusters Score -8401994 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69935 members
Mstep: Class 2 contains 1300 members
Entering Unmasked Estep
Score: -8401997.000000 Penalty: 3631.465332
Iteration 87Q: 3 clusters Score -8401997 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69931 members
Mstep: Class 2 contains 1304 members
Entering Unmasked Estep
Score: -8401997.000000 Penalty: 3631.465332
Iteration 88Q: 3 clusters Score -8401997 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69930 members
Mstep: Class 2 contains 1305 members
Entering Unmasked Estep
Score: -8401994.000000 Penalty: 3631.465332
Iteration 89Q: 3 clusters Score -8401994 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69931 members
Mstep: Class 2 contains 1304 members
Entering Unmasked Estep
Score: -8401997.000000 Penalty: 3631.465332
Iteration 90Q: 3 clusters Score -8401997 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69932 members
Mstep: Class 2 contains 1303 members
Entering Unmasked Estep
Score: -8401995.000000 Penalty: 3631.465332
Iteration 91Q: 3 clusters Score -8401995 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69929 members
Mstep: Class 2 contains 1306 members
Entering Unmasked Estep
Score: -8402000.000000 Penalty: 3631.465332
Iteration 92Q: 3 clusters Score -8402000 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69928 members
Mstep: Class 2 contains 1307 members
Entering Unmasked Estep
Score: -8401997.000000 Penalty: 3631.465332
Iteration 93Q: 3 clusters Score -8401997 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69927 members
Mstep: Class 2 contains 1308 members
Entering Unmasked Estep
Score: -8401997.000000 Penalty: 3631.465332
Iteration 94Q: 3 clusters Score -8401997 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69926 members
Mstep: Class 2 contains 1309 members
Entering Unmasked Estep
Score: -8401999.000000 Penalty: 3631.465332
Iteration 95Q: 3 clusters Score -8401999 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69925 members
Mstep: Class 2 contains 1310 members
Entering Unmasked Estep
Score: -8401996.000000 Penalty: 3631.465332
Iteration 96Q: 3 clusters Score -8401996 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69923 members
Mstep: Class 2 contains 1312 members
Entering Unmasked Estep
Score: -8401993.000000 Penalty: 3631.465332
Iteration 97Q: 3 clusters Score -8401993 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69922 members
Mstep: Class 2 contains 1313 members
Entering Unmasked Estep
Score: -8401994.000000 Penalty: 3631.465332
Iteration 98Q: 3 clusters Score -8401994 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69920 members
Mstep: Class 2 contains 1315 members
Entering Unmasked Estep
Score: -8401995.000000 Penalty: 3631.465332
Iteration 99Q: 3 clusters Score -8401995 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69918 members
Mstep: Class 2 contains 1317 members
Entering Unmasked Estep
Score: -8401993.000000 Penalty: 3631.465332
Iteration 100F: 3 clusters Score -8401993 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69917 members
Mstep: Class 2 contains 1318 members
Entering Unmasked Estep
Score: -8401995.000000 Penalty: 3631.465332
Iteration 101Q: 3 clusters Score -8401995 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69917 members
Mstep: Class 2 contains 1318 members
Entering Unmasked Estep
Score: -8401995.000000 Penalty: 3631.465332
Iteration 102F: 3 clusters Score -8401995 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (33156 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33156 members
Entering Unmasked Estep
Score: -3738526.500000 Penalty: 1691.459106
Iteration 0F: 2 clusters Score -3738526 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16615 members
Mstep: Class 2 contains 16541 members
Entering Unmasked Estep
Score: -3716239.250000 Penalty: 3382.918213
Iteration 0F: 3 clusters Score -3716239 nChanged 15412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16543 members
Mstep: Class 2 contains 16613 members
Entering Unmasked Estep
Score: -3724699.000000 Penalty: 3382.918213
Iteration 1F: 3 clusters Score -3724699 nChanged 1374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16545 members
Mstep: Class 2 contains 16611 members
Entering Unmasked Estep
Score: -3725089.000000 Penalty: 3382.918213
Iteration 2Q: 3 clusters Score -3725089 nChanged 1348
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16601 members
Mstep: Class 2 contains 16555 members
Entering Unmasked Estep
Score: -3725473.250000 Penalty: 3382.918213
Iteration 3Q: 3 clusters Score -3725473 nChanged 1212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16679 members
Mstep: Class 2 contains 16477 members
Entering Unmasked Estep
Score: -3725818.750000 Penalty: 3382.918213
Iteration 4Q: 3 clusters Score -3725819 nChanged 1170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16785 members
Mstep: Class 2 contains 16371 members
Entering Unmasked Estep
Score: -3726154.500000 Penalty: 3382.918213
Iteration 5Q: 3 clusters Score -3726154 nChanged 1146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16939 members
Mstep: Class 2 contains 16217 members
Entering Unmasked Estep
Score: -3726518.500000 Penalty: 3382.918213
Iteration 6Q: 3 clusters Score -3726518 nChanged 1116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17159 members
Mstep: Class 2 contains 15997 members
Entering Unmasked Estep
Score: -3726874.250000 Penalty: 3382.918213
Iteration 7Q: 3 clusters Score -3726874 nChanged 1179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17422 members
Mstep: Class 2 contains 15734 members
Entering Unmasked Estep
Score: -3727338.000000 Penalty: 3382.918213
Iteration 8Q: 3 clusters Score -3727338 nChanged 1366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17722 members
Mstep: Class 2 contains 15434 members
Entering Unmasked Estep
Score: -3728061.750000 Penalty: 3382.918213
Iteration 9Q: 3 clusters Score -3728062 nChanged 1612
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18116 members
Mstep: Class 2 contains 15040 members
Entering Unmasked Estep
Score: -3729215.250000 Penalty: 3382.918213
Iteration 10Q: 3 clusters Score -3729215 nChanged 1889
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18533 members
Mstep: Class 2 contains 14623 members
Entering Unmasked Estep
Score: -3730685.250000 Penalty: 3382.918213
Iteration 11F: 3 clusters Score -3730685 nChanged 1853
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18876 members
Mstep: Class 2 contains 14280 members
Entering Unmasked Estep
Score: -3731998.750000 Penalty: 3382.918213
Iteration 12F: 3 clusters Score -3731999 nChanged 1623
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19115 members
Mstep: Class 2 contains 14041 members
Entering Unmasked Estep
Score: -3732948.750000 Penalty: 3382.918213
Iteration 13Q: 3 clusters Score -3732949 nChanged 1216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19307 members
Mstep: Class 2 contains 13849 members
Entering Unmasked Estep
Score: -3733466.500000 Penalty: 3382.918213
Iteration 14Q: 3 clusters Score -3733466 nChanged 836
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19391 members
Mstep: Class 2 contains 13765 members
Entering Unmasked Estep
Score: -3733720.750000 Penalty: 3382.918213
Iteration 15Q: 3 clusters Score -3733721 nChanged 629
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19438 members
Mstep: Class 2 contains 13718 members
Entering Unmasked Estep
Score: -3733922.500000 Penalty: 3382.918213
Iteration 16Q: 3 clusters Score -3733922 nChanged 483
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19479 members
Mstep: Class 2 contains 13677 members
Entering Unmasked Estep
Score: -3734073.000000 Penalty: 3382.918213
Iteration 17Q: 3 clusters Score -3734073 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19512 members
Mstep: Class 2 contains 13644 members
Entering Unmasked Estep
Score: -3734207.000000 Penalty: 3382.918213
Iteration 18Q: 3 clusters Score -3734207 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19498 members
Mstep: Class 2 contains 13658 members
Entering Unmasked Estep
Score: -3734325.000000 Penalty: 3382.918213
Iteration 19Q: 3 clusters Score -3734325 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19443 members
Mstep: Class 2 contains 13713 members
Entering Unmasked Estep
Score: -3734418.500000 Penalty: 3382.918213
Iteration 20F: 3 clusters Score -3734418 nChanged 395
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19348 members
Mstep: Class 2 contains 13808 members
Entering Unmasked Estep
Score: -3734526.500000 Penalty: 3382.918213
Iteration 21Q: 3 clusters Score -3734526 nChanged 402
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19234 members
Mstep: Class 2 contains 13922 members
Entering Unmasked Estep
Score: -3734613.750000 Penalty: 3382.918213
Iteration 22Q: 3 clusters Score -3734614 nChanged 403
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19077 members
Mstep: Class 2 contains 14079 members
Entering Unmasked Estep
Score: -3734712.000000 Penalty: 3382.918213
Iteration 23Q: 3 clusters Score -3734712 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18884 members
Mstep: Class 2 contains 14272 members
Entering Unmasked Estep
Score: -3734836.250000 Penalty: 3382.918213
Iteration 24Q: 3 clusters Score -3734836 nChanged 415
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18643 members
Mstep: Class 2 contains 14513 members
Entering Unmasked Estep
Score: -3734960.000000 Penalty: 3382.918213
Iteration 25Q: 3 clusters Score -3734960 nChanged 443
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18350 members
Mstep: Class 2 contains 14806 members
Entering Unmasked Estep
Score: -3735094.000000 Penalty: 3382.918213
Iteration 26Q: 3 clusters Score -3735094 nChanged 486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18064 members
Mstep: Class 2 contains 15092 members
Entering Unmasked Estep
Score: -3735254.000000 Penalty: 3382.918213
Iteration 27Q: 3 clusters Score -3735254 nChanged 506
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17720 members
Mstep: Class 2 contains 15436 members
Entering Unmasked Estep
Score: -3735472.750000 Penalty: 3382.918213
Iteration 28Q: 3 clusters Score -3735473 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17318 members
Mstep: Class 2 contains 15838 members
Entering Unmasked Estep
Score: -3735701.250000 Penalty: 3382.918213
Iteration 29Q: 3 clusters Score -3735701 nChanged 517
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16913 members
Mstep: Class 2 contains 16243 members
Entering Unmasked Estep
Score: -3735962.250000 Penalty: 3382.918213
Iteration 30Q: 3 clusters Score -3735962 nChanged 564
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16463 members
Mstep: Class 2 contains 16693 members
Entering Unmasked Estep
Score: -3736249.500000 Penalty: 3382.918213
Iteration 31Q: 3 clusters Score -3736250 nChanged 520
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16041 members
Mstep: Class 2 contains 17115 members
Entering Unmasked Estep
Score: -3736478.000000 Penalty: 3382.918213
Iteration 32Q: 3 clusters Score -3736478 nChanged 402
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15695 members
Mstep: Class 2 contains 17461 members
Entering Unmasked Estep
Score: -3736625.000000 Penalty: 3382.918213
Iteration 33Q: 3 clusters Score -3736625 nChanged 347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15400 members
Mstep: Class 2 contains 17756 members
Entering Unmasked Estep
Score: -3736721.750000 Penalty: 3382.918213
Iteration 34Q: 3 clusters Score -3736722 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15171 members
Mstep: Class 2 contains 17985 members
Entering Unmasked Estep
Score: -3736791.750000 Penalty: 3382.918213
Iteration 35Q: 3 clusters Score -3736792 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14962 members
Mstep: Class 2 contains 18194 members
Entering Unmasked Estep
Score: -3736841.750000 Penalty: 3382.918213
Iteration 36Q: 3 clusters Score -3736842 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14770 members
Mstep: Class 2 contains 18386 members
Entering Unmasked Estep
Score: -3736872.250000 Penalty: 3382.918213
Iteration 37Q: 3 clusters Score -3736872 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14593 members
Mstep: Class 2 contains 18563 members
Entering Unmasked Estep
Score: -3736904.250000 Penalty: 3382.918213
Iteration 38Q: 3 clusters Score -3736904 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14433 members
Mstep: Class 2 contains 18723 members
Entering Unmasked Estep
Score: -3736930.500000 Penalty: 3382.918213
Iteration 39Q: 3 clusters Score -3736930 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14251 members
Mstep: Class 2 contains 18905 members
Entering Unmasked Estep
Score: -3736981.750000 Penalty: 3382.918213
Iteration 40F: 3 clusters Score -3736982 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14045 members
Mstep: Class 2 contains 19111 members
Entering Unmasked Estep
Score: -3737005.500000 Penalty: 3382.918213
Iteration 41Q: 3 clusters Score -3737006 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13872 members
Mstep: Class 2 contains 19284 members
Entering Unmasked Estep
Score: -3737040.000000 Penalty: 3382.918213
Iteration 42Q: 3 clusters Score -3737040 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13698 members
Mstep: Class 2 contains 19458 members
Entering Unmasked Estep
Score: -3737067.500000 Penalty: 3382.918213
Iteration 43Q: 3 clusters Score -3737068 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13535 members
Mstep: Class 2 contains 19621 members
Entering Unmasked Estep
Score: -3737093.500000 Penalty: 3382.918213
Iteration 44Q: 3 clusters Score -3737094 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13365 members
Mstep: Class 2 contains 19791 members
Entering Unmasked Estep
Score: -3737121.500000 Penalty: 3382.918213
Iteration 45Q: 3 clusters Score -3737122 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13193 members
Mstep: Class 2 contains 19963 members
Entering Unmasked Estep
Score: -3737152.250000 Penalty: 3382.918213
Iteration 46Q: 3 clusters Score -3737152 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13030 members
Mstep: Class 2 contains 20126 members
Entering Unmasked Estep
Score: -3737178.750000 Penalty: 3382.918213
Iteration 47Q: 3 clusters Score -3737179 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12873 members
Mstep: Class 2 contains 20283 members
Entering Unmasked Estep
Score: -3737205.750000 Penalty: 3382.918213
Iteration 48Q: 3 clusters Score -3737206 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12737 members
Mstep: Class 2 contains 20419 members
Entering Unmasked Estep
Score: -3737230.000000 Penalty: 3382.918213
Iteration 49Q: 3 clusters Score -3737230 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12616 members
Mstep: Class 2 contains 20540 members
Entering Unmasked Estep
Score: -3737241.250000 Penalty: 3382.918213
Iteration 50Q: 3 clusters Score -3737241 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12481 members
Mstep: Class 2 contains 20675 members
Entering Unmasked Estep
Score: -3737252.000000 Penalty: 3382.918213
Iteration 51Q: 3 clusters Score -3737252 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12360 members
Mstep: Class 2 contains 20796 members
Entering Unmasked Estep
Score: -3737263.750000 Penalty: 3382.918213
Iteration 52Q: 3 clusters Score -3737264 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12205 members
Mstep: Class 2 contains 20951 members
Entering Unmasked Estep
Score: -3737294.500000 Penalty: 3382.918213
Iteration 53Q: 3 clusters Score -3737294 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12063 members
Mstep: Class 2 contains 21093 members
Entering Unmasked Estep
Score: -3737307.250000 Penalty: 3382.918213
Iteration 54Q: 3 clusters Score -3737307 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11934 members
Mstep: Class 2 contains 21222 members
Entering Unmasked Estep
Score: -3737310.500000 Penalty: 3382.918213
Iteration 55Q: 3 clusters Score -3737310 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11803 members
Mstep: Class 2 contains 21353 members
Entering Unmasked Estep
Score: -3737325.500000 Penalty: 3382.918213
Iteration 56Q: 3 clusters Score -3737326 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11681 members
Mstep: Class 2 contains 21475 members
Entering Unmasked Estep
Score: -3737352.000000 Penalty: 3382.918213
Iteration 57Q: 3 clusters Score -3737352 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11563 members
Mstep: Class 2 contains 21593 members
Entering Unmasked Estep
Score: -3737366.500000 Penalty: 3382.918213
Iteration 58Q: 3 clusters Score -3737366 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11447 members
Mstep: Class 2 contains 21709 members
Entering Unmasked Estep
Score: -3737375.250000 Penalty: 3382.918213
Iteration 59Q: 3 clusters Score -3737375 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11358 members
Mstep: Class 2 contains 21798 members
Entering Unmasked Estep
Score: -3737371.750000 Penalty: 3382.918213
Iteration 60F: 3 clusters Score -3737372 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11286 members
Mstep: Class 2 contains 21870 members
Entering Unmasked Estep
Score: -3737381.750000 Penalty: 3382.918213
Iteration 61Q: 3 clusters Score -3737382 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11225 members
Mstep: Class 2 contains 21931 members
Entering Unmasked Estep
Score: -3737377.750000 Penalty: 3382.918213
Iteration 62Q: 3 clusters Score -3737378 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11175 members
Mstep: Class 2 contains 21981 members
Entering Unmasked Estep
Score: -3737384.000000 Penalty: 3382.918213
Iteration 63Q: 3 clusters Score -3737384 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11129 members
Mstep: Class 2 contains 22027 members
Entering Unmasked Estep
Score: -3737391.500000 Penalty: 3382.918213
Iteration 64Q: 3 clusters Score -3737392 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11075 members
Mstep: Class 2 contains 22081 members
Entering Unmasked Estep
Score: -3737408.750000 Penalty: 3382.918213
Iteration 65Q: 3 clusters Score -3737409 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11018 members
Mstep: Class 2 contains 22138 members
Entering Unmasked Estep
Score: -3737412.750000 Penalty: 3382.918213
Iteration 66Q: 3 clusters Score -3737413 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10956 members
Mstep: Class 2 contains 22200 members
Entering Unmasked Estep
Score: -3737423.000000 Penalty: 3382.918213
Iteration 67Q: 3 clusters Score -3737423 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10893 members
Mstep: Class 2 contains 22263 members
Entering Unmasked Estep
Score: -3737426.000000 Penalty: 3382.918213
Iteration 68Q: 3 clusters Score -3737426 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10830 members
Mstep: Class 2 contains 22326 members
Entering Unmasked Estep
Score: -3737427.250000 Penalty: 3382.918213
Iteration 69Q: 3 clusters Score -3737427 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10768 members
Mstep: Class 2 contains 22388 members
Entering Unmasked Estep
Score: -3737424.000000 Penalty: 3382.918213
Iteration 70Q: 3 clusters Score -3737424 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10714 members
Mstep: Class 2 contains 22442 members
Entering Unmasked Estep
Score: -3737417.250000 Penalty: 3382.918213
Iteration 71Q: 3 clusters Score -3737417 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10664 members
Mstep: Class 2 contains 22492 members
Entering Unmasked Estep
Score: -3737436.250000 Penalty: 3382.918213
Iteration 72Q: 3 clusters Score -3737436 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10622 members
Mstep: Class 2 contains 22534 members
Entering Unmasked Estep
Score: -3737431.750000 Penalty: 3382.918213
Iteration 73Q: 3 clusters Score -3737432 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10584 members
Mstep: Class 2 contains 22572 members
Entering Unmasked Estep
Score: -3737438.500000 Penalty: 3382.918213
Iteration 74Q: 3 clusters Score -3737438 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10552 members
Mstep: Class 2 contains 22604 members
Entering Unmasked Estep
Score: -3737445.750000 Penalty: 3382.918213
Iteration 75Q: 3 clusters Score -3737446 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10509 members
Mstep: Class 2 contains 22647 members
Entering Unmasked Estep
Score: -3737455.500000 Penalty: 3382.918213
Iteration 76Q: 3 clusters Score -3737456 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10463 members
Mstep: Class 2 contains 22693 members
Entering Unmasked Estep
Score: -3737455.250000 Penalty: 3382.918213
Iteration 77Q: 3 clusters Score -3737455 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10419 members
Mstep: Class 2 contains 22737 members
Entering Unmasked Estep
Score: -3737466.000000 Penalty: 3382.918213
Iteration 78Q: 3 clusters Score -3737466 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10380 members
Mstep: Class 2 contains 22776 members
Entering Unmasked Estep
Score: -3737467.250000 Penalty: 3382.918213
Iteration 79Q: 3 clusters Score -3737467 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10350 members
Mstep: Class 2 contains 22806 members
Entering Unmasked Estep
Score: -3737470.000000 Penalty: 3382.918213
Iteration 80F: 3 clusters Score -3737470 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10323 members
Mstep: Class 2 contains 22833 members
Entering Unmasked Estep
Score: -3737480.000000 Penalty: 3382.918213
Iteration 81Q: 3 clusters Score -3737480 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10285 members
Mstep: Class 2 contains 22871 members
Entering Unmasked Estep
Score: -3737476.250000 Penalty: 3382.918213
Iteration 82Q: 3 clusters Score -3737476 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10253 members
Mstep: Class 2 contains 22903 members
Entering Unmasked Estep
Score: -3737470.750000 Penalty: 3382.918213
Iteration 83Q: 3 clusters Score -3737471 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10222 members
Mstep: Class 2 contains 22934 members
Entering Unmasked Estep
Score: -3737484.000000 Penalty: 3382.918213
Iteration 84Q: 3 clusters Score -3737484 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10201 members
Mstep: Class 2 contains 22955 members
Entering Unmasked Estep
Score: -3737480.250000 Penalty: 3382.918213
Iteration 85Q: 3 clusters Score -3737480 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10181 members
Mstep: Class 2 contains 22975 members
Entering Unmasked Estep
Score: -3737474.500000 Penalty: 3382.918213
Iteration 86Q: 3 clusters Score -3737474 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10160 members
Mstep: Class 2 contains 22996 members
Entering Unmasked Estep
Score: -3737472.750000 Penalty: 3382.918213
Iteration 87Q: 3 clusters Score -3737473 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10147 members
Mstep: Class 2 contains 23009 members
Entering Unmasked Estep
Score: -3737474.750000 Penalty: 3382.918213
Iteration 88Q: 3 clusters Score -3737475 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10138 members
Mstep: Class 2 contains 23018 members
Entering Unmasked Estep
Score: -3737476.750000 Penalty: 3382.918213
Iteration 89Q: 3 clusters Score -3737477 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10125 members
Mstep: Class 2 contains 23031 members
Entering Unmasked Estep
Score: -3737475.500000 Penalty: 3382.918213
Iteration 90Q: 3 clusters Score -3737476 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10109 members
Mstep: Class 2 contains 23047 members
Entering Unmasked Estep
Score: -3737469.250000 Penalty: 3382.918213
Iteration 91Q: 3 clusters Score -3737469 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10095 members
Mstep: Class 2 contains 23061 members
Entering Unmasked Estep
Score: -3737465.000000 Penalty: 3382.918213
Iteration 92Q: 3 clusters Score -3737465 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10078 members
Mstep: Class 2 contains 23078 members
Entering Unmasked Estep
Score: -3737467.500000 Penalty: 3382.918213
Iteration 93Q: 3 clusters Score -3737468 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10063 members
Mstep: Class 2 contains 23093 members
Entering Unmasked Estep
Score: -3737471.000000 Penalty: 3382.918213
Iteration 94Q: 3 clusters Score -3737471 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10050 members
Mstep: Class 2 contains 23106 members
Entering Unmasked Estep
Score: -3737475.750000 Penalty: 3382.918213
Iteration 95Q: 3 clusters Score -3737476 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10038 members
Mstep: Class 2 contains 23118 members
Entering Unmasked Estep
Score: -3737477.750000 Penalty: 3382.918213
Iteration 96Q: 3 clusters Score -3737478 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10028 members
Mstep: Class 2 contains 23128 members
Entering Unmasked Estep
Score: -3737480.000000 Penalty: 3382.918213
Iteration 97Q: 3 clusters Score -3737480 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10021 members
Mstep: Class 2 contains 23135 members
Entering Unmasked Estep
Score: -3737487.250000 Penalty: 3382.918213
Iteration 98Q: 3 clusters Score -3737487 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10014 members
Mstep: Class 2 contains 23142 members
Entering Unmasked Estep
Score: -3737490.500000 Penalty: 3382.918213
Iteration 99Q: 3 clusters Score -3737490 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10010 members
Mstep: Class 2 contains 23146 members
Entering Unmasked Estep
Score: -3737488.000000 Penalty: 3382.918213
Iteration 100F: 3 clusters Score -3737488 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10002 members
Mstep: Class 2 contains 23154 members
Entering Unmasked Estep
Score: -3737488.750000 Penalty: 3382.918213
Iteration 101Q: 3 clusters Score -3737489 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9989 members
Mstep: Class 2 contains 23167 members
Entering Unmasked Estep
Score: -3737483.250000 Penalty: 3382.918213
Iteration 102Q: 3 clusters Score -3737483 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9976 members
Mstep: Class 2 contains 23180 members
Entering Unmasked Estep
Score: -3737488.750000 Penalty: 3382.918213
Iteration 103Q: 3 clusters Score -3737489 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9965 members
Mstep: Class 2 contains 23191 members
Entering Unmasked Estep
Score: -3737485.500000 Penalty: 3382.918213
Iteration 104Q: 3 clusters Score -3737486 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9950 members
Mstep: Class 2 contains 23206 members
Entering Unmasked Estep
Score: -3737485.500000 Penalty: 3382.918213
Iteration 105Q: 3 clusters Score -3737486 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9934 members
Mstep: Class 2 contains 23222 members
Entering Unmasked Estep
Score: -3737483.250000 Penalty: 3382.918213
Iteration 106Q: 3 clusters Score -3737483 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9922 members
Mstep: Class 2 contains 23234 members
Entering Unmasked Estep
Score: -3737481.250000 Penalty: 3382.918213
Iteration 107Q: 3 clusters Score -3737481 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9908 members
Mstep: Class 2 contains 23248 members
Entering Unmasked Estep
Score: -3737487.250000 Penalty: 3382.918213
Iteration 108Q: 3 clusters Score -3737487 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9894 members
Mstep: Class 2 contains 23262 members
Entering Unmasked Estep
Score: -3737484.250000 Penalty: 3382.918213
Iteration 109Q: 3 clusters Score -3737484 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9878 members
Mstep: Class 2 contains 23278 members
Entering Unmasked Estep
Score: -3737474.500000 Penalty: 3382.918213
Iteration 110Q: 3 clusters Score -3737474 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9867 members
Mstep: Class 2 contains 23289 members
Entering Unmasked Estep
Score: -3737474.500000 Penalty: 3382.918213
Iteration 111Q: 3 clusters Score -3737474 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9855 members
Mstep: Class 2 contains 23301 members
Entering Unmasked Estep
Score: -3737475.500000 Penalty: 3382.918213
Iteration 112Q: 3 clusters Score -3737476 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9848 members
Mstep: Class 2 contains 23308 members
Entering Unmasked Estep
Score: -3737472.750000 Penalty: 3382.918213
Iteration 113Q: 3 clusters Score -3737473 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9839 members
Mstep: Class 2 contains 23317 members
Entering Unmasked Estep
Score: -3737481.500000 Penalty: 3382.918213
Iteration 114Q: 3 clusters Score -3737482 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9829 members
Mstep: Class 2 contains 23327 members
Entering Unmasked Estep
Score: -3737481.500000 Penalty: 3382.918213
Iteration 115Q: 3 clusters Score -3737482 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9823 members
Mstep: Class 2 contains 23333 members
Entering Unmasked Estep
Score: -3737483.250000 Penalty: 3382.918213
Iteration 116Q: 3 clusters Score -3737483 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9819 members
Mstep: Class 2 contains 23337 members
Entering Unmasked Estep
Score: -3737486.000000 Penalty: 3382.918213
Iteration 117Q: 3 clusters Score -3737486 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9817 members
Mstep: Class 2 contains 23339 members
Entering Unmasked Estep
Score: -3737488.000000 Penalty: 3382.918213
Iteration 118Q: 3 clusters Score -3737488 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9817 members
Mstep: Class 2 contains 23339 members
Entering Unmasked Estep
Score: -3737488.000000 Penalty: 3382.918213
Iteration 119F: 3 clusters Score -3737488 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (103485 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103485 members
Entering Unmasked Estep
Score: -11922021.000000 Penalty: 1876.417114
Iteration 0F: 2 clusters Score -1.192202e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51928 members
Mstep: Class 2 contains 51557 members
Entering Unmasked Estep
Score: -11852996.000000 Penalty: 3752.834229
Iteration 0F: 3 clusters Score -1.1853e+07 nChanged 49559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54453 members
Mstep: Class 2 contains 49032 members
Entering Unmasked Estep
Score: -11881738.000000 Penalty: 3752.834229
Iteration 1F: 3 clusters Score -1.188174e+07 nChanged 3340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55913 members
Mstep: Class 2 contains 47572 members
Entering Unmasked Estep
Score: -11882531.000000 Penalty: 3752.834229
Iteration 2Q: 3 clusters Score -1.188253e+07 nChanged 3673
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58192 members
Mstep: Class 2 contains 45293 members
Entering Unmasked Estep
Score: -11883743.000000 Penalty: 3752.834229
Iteration 3Q: 3 clusters Score -1.188374e+07 nChanged 4383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61633 members
Mstep: Class 2 contains 41852 members
Entering Unmasked Estep
Score: -11885631.000000 Penalty: 3752.834229
Iteration 4Q: 3 clusters Score -1.188563e+07 nChanged 5551
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66672 members
Mstep: Class 2 contains 36813 members
Entering Unmasked Estep
Score: -11888663.000000 Penalty: 3752.834229
Iteration 5F: 3 clusters Score -1.188866e+07 nChanged 6975
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73441 members
Mstep: Class 2 contains 30044 members
Entering Unmasked Estep
Score: -11893762.000000 Penalty: 3752.834229
Iteration 6F: 3 clusters Score -1.189376e+07 nChanged 8088
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81443 members
Mstep: Class 2 contains 22042 members
Entering Unmasked Estep
Score: -11900703.000000 Penalty: 3752.834229
Iteration 7F: 3 clusters Score -1.19007e+07 nChanged 7840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89251 members
Mstep: Class 2 contains 14234 members
Entering Unmasked Estep
Score: -11908001.000000 Penalty: 3752.834229
Iteration 8F: 3 clusters Score -1.1908e+07 nChanged 6084
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95311 members
Mstep: Class 2 contains 8174 members
Entering Unmasked Estep
Score: -11913587.000000 Penalty: 3752.834229
Iteration 9F: 3 clusters Score -1.191359e+07 nChanged 3877
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99184 members
Mstep: Class 2 contains 4301 members
Entering Unmasked Estep
Score: -11917200.000000 Penalty: 3752.834229
Iteration 10Q: 3 clusters Score -1.19172e+07 nChanged 2142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101320 members
Mstep: Class 2 contains 2165 members
Entering Unmasked Estep
Score: -11918966.000000 Penalty: 3752.834229
Iteration 11Q: 3 clusters Score -1.191897e+07 nChanged 981
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102291 members
Mstep: Class 2 contains 1194 members
Entering Unmasked Estep
Score: -11919703.000000 Penalty: 3752.834229
Iteration 12Q: 3 clusters Score -1.19197e+07 nChanged 462
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102737 members
Mstep: Class 2 contains 748 members
Entering Unmasked Estep
Score: -11920077.000000 Penalty: 3752.834229
Iteration 13Q: 3 clusters Score -1.192008e+07 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102922 members
Mstep: Class 2 contains 563 members
Entering Unmasked Estep
Score: -11920261.000000 Penalty: 3752.834229
Iteration 14Q: 3 clusters Score -1.192026e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103011 members
Mstep: Class 2 contains 474 members
Entering Unmasked Estep
Score: -11920331.000000 Penalty: 3752.834229
Iteration 15Q: 3 clusters Score -1.192033e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103057 members
Mstep: Class 2 contains 428 members
Entering Unmasked Estep
Score: -11920367.000000 Penalty: 3752.834229
Iteration 16Q: 3 clusters Score -1.192037e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103075 members
Mstep: Class 2 contains 410 members
Entering Unmasked Estep
Score: -11920409.000000 Penalty: 3752.834229
Iteration 17Q: 3 clusters Score -1.192041e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103088 members
Mstep: Class 2 contains 397 members
Entering Unmasked Estep
Score: -11920422.000000 Penalty: 3752.834229
Iteration 18Q: 3 clusters Score -1.192042e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103100 members
Mstep: Class 2 contains 385 members
Entering Unmasked Estep
Score: -11920435.000000 Penalty: 3752.834229
Iteration 19Q: 3 clusters Score -1.192044e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103113 members
Mstep: Class 2 contains 372 members
Entering Unmasked Estep
Score: -11920436.000000 Penalty: 3752.834229
Iteration 20F: 3 clusters Score -1.192044e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103123 members
Mstep: Class 2 contains 362 members
Entering Unmasked Estep
Score: -11920451.000000 Penalty: 3752.834229
Iteration 21Q: 3 clusters Score -1.192045e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103124 members
Mstep: Class 2 contains 361 members
Entering Unmasked Estep
Score: -11920471.000000 Penalty: 3752.834229
Iteration 22Q: 3 clusters Score -1.192047e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103127 members
Mstep: Class 2 contains 358 members
Entering Unmasked Estep
Score: -11920472.000000 Penalty: 3752.834229
Iteration 23Q: 3 clusters Score -1.192047e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103132 members
Mstep: Class 2 contains 353 members
Entering Unmasked Estep
Score: -11920478.000000 Penalty: 3752.834229
Iteration 24Q: 3 clusters Score -1.192048e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103136 members
Mstep: Class 2 contains 349 members
Entering Unmasked Estep
Score: -11920492.000000 Penalty: 3752.834229
Iteration 25Q: 3 clusters Score -1.192049e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103135 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -11920490.000000 Penalty: 3752.834229
Iteration 26Q: 3 clusters Score -1.192049e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103135 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -11920491.000000 Penalty: 3752.834229
Iteration 27Q: 3 clusters Score -1.192049e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103135 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -11920500.000000 Penalty: 3752.834229
Iteration 28Q: 3 clusters Score -1.19205e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103135 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -11920492.000000 Penalty: 3752.834229
Iteration 29Q: 3 clusters Score -1.192049e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103135 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -11920492.000000 Penalty: 3752.834229
Iteration 30F: 3 clusters Score -1.192049e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 5 (309 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 309 members
Entering Unmasked Estep
Score: -23272.027344 Penalty: 931.667969
Iteration 0F: 2 clusters Score -23272.03 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158 members
Mstep: Class 2 contains 151 members
Entering Unmasked Estep
Score: -22587.964844 Penalty: 1863.335938
Iteration 0F: 3 clusters Score -22587.96 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140 members
Mstep: Class 2 contains 169 members
Entering Unmasked Estep
Score: -22859.412109 Penalty: 1863.335938
Iteration 1F: 3 clusters Score -22859.41 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129 members
Mstep: Class 2 contains 180 members
Entering Unmasked Estep
Score: -23000.423828 Penalty: 1863.335938
Iteration 2F: 3 clusters Score -23000.42 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125 members
Mstep: Class 2 contains 184 members
Entering Unmasked Estep
Score: -23105.496094 Penalty: 1863.335938
Iteration 3Q: 3 clusters Score -23105.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125 members
Mstep: Class 2 contains 184 members
Entering Unmasked Estep
Score: -23116.298828 Penalty: 1863.335938
Iteration 4Q: 3 clusters Score -23116.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124 members
Mstep: Class 2 contains 185 members
Entering Unmasked Estep
Score: -23128.949219 Penalty: 1863.335938
Iteration 5Q: 3 clusters Score -23128.95 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124 members
Mstep: Class 2 contains 185 members
Entering Unmasked Estep
Score: -23128.949219 Penalty: 1863.335938
Iteration 6F: 3 clusters Score -23128.95 nChanged 0
Entering ConstructFrom:
Trying to split cluster 6 (26997 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26997 members
Entering Unmasked Estep
Score: -3223733.250000 Penalty: 1658.065674
Iteration 0F: 2 clusters Score -3223733 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13431 members
Mstep: Class 2 contains 13566 members
Entering Unmasked Estep
Score: -3205446.000000 Penalty: 3316.131348
Iteration 0F: 3 clusters Score -3205446 nChanged 12437
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13312 members
Mstep: Class 2 contains 13685 members
Entering Unmasked Estep
Score: -3212379.250000 Penalty: 3316.131348
Iteration 1F: 3 clusters Score -3212379 nChanged 1170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13222 members
Mstep: Class 2 contains 13775 members
Entering Unmasked Estep
Score: -3212753.000000 Penalty: 3316.131348
Iteration 2Q: 3 clusters Score -3212753 nChanged 1126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13108 members
Mstep: Class 2 contains 13889 members
Entering Unmasked Estep
Score: -3213121.000000 Penalty: 3316.131348
Iteration 3Q: 3 clusters Score -3213121 nChanged 1048
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12974 members
Mstep: Class 2 contains 14023 members
Entering Unmasked Estep
Score: -3213444.750000 Penalty: 3316.131348
Iteration 4Q: 3 clusters Score -3213445 nChanged 968
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12824 members
Mstep: Class 2 contains 14173 members
Entering Unmasked Estep
Score: -3213784.250000 Penalty: 3316.131348
Iteration 5Q: 3 clusters Score -3213784 nChanged 1050
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12616 members
Mstep: Class 2 contains 14381 members
Entering Unmasked Estep
Score: -3214207.750000 Penalty: 3316.131348
Iteration 6Q: 3 clusters Score -3214208 nChanged 1113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12353 members
Mstep: Class 2 contains 14644 members
Entering Unmasked Estep
Score: -3214716.000000 Penalty: 3316.131348
Iteration 7Q: 3 clusters Score -3214716 nChanged 1199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12032 members
Mstep: Class 2 contains 14965 members
Entering Unmasked Estep
Score: -3215375.500000 Penalty: 3316.131348
Iteration 8Q: 3 clusters Score -3215376 nChanged 1286
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11680 members
Mstep: Class 2 contains 15317 members
Entering Unmasked Estep
Score: -3216142.500000 Penalty: 3316.131348
Iteration 9Q: 3 clusters Score -3216142 nChanged 1322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11364 members
Mstep: Class 2 contains 15633 members
Entering Unmasked Estep
Score: -3216925.250000 Penalty: 3316.131348
Iteration 10Q: 3 clusters Score -3216925 nChanged 1265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11051 members
Mstep: Class 2 contains 15946 members
Entering Unmasked Estep
Score: -3217678.500000 Penalty: 3316.131348
Iteration 11Q: 3 clusters Score -3217678 nChanged 1148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10837 members
Mstep: Class 2 contains 16160 members
Entering Unmasked Estep
Score: -3218273.750000 Penalty: 3316.131348
Iteration 12Q: 3 clusters Score -3218274 nChanged 958
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10685 members
Mstep: Class 2 contains 16312 members
Entering Unmasked Estep
Score: -3218764.250000 Penalty: 3316.131348
Iteration 13Q: 3 clusters Score -3218764 nChanged 814
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10559 members
Mstep: Class 2 contains 16438 members
Entering Unmasked Estep
Score: -3219153.000000 Penalty: 3316.131348
Iteration 14Q: 3 clusters Score -3219153 nChanged 723
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10472 members
Mstep: Class 2 contains 16525 members
Entering Unmasked Estep
Score: -3219488.000000 Penalty: 3316.131348
Iteration 15Q: 3 clusters Score -3219488 nChanged 655
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10397 members
Mstep: Class 2 contains 16600 members
Entering Unmasked Estep
Score: -3219782.750000 Penalty: 3316.131348
Iteration 16Q: 3 clusters Score -3219783 nChanged 586
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10379 members
Mstep: Class 2 contains 16618 members
Entering Unmasked Estep
Score: -3220030.750000 Penalty: 3316.131348
Iteration 17Q: 3 clusters Score -3220031 nChanged 498
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10389 members
Mstep: Class 2 contains 16608 members
Entering Unmasked Estep
Score: -3220220.500000 Penalty: 3316.131348
Iteration 18Q: 3 clusters Score -3220220 nChanged 483
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10402 members
Mstep: Class 2 contains 16595 members
Entering Unmasked Estep
Score: -3220401.000000 Penalty: 3316.131348
Iteration 19Q: 3 clusters Score -3220401 nChanged 430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10422 members
Mstep: Class 2 contains 16575 members
Entering Unmasked Estep
Score: -3220542.250000 Penalty: 3316.131348
Iteration 20F: 3 clusters Score -3220542 nChanged 382
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10438 members
Mstep: Class 2 contains 16559 members
Entering Unmasked Estep
Score: -3220677.750000 Penalty: 3316.131348
Iteration 21Q: 3 clusters Score -3220678 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10472 members
Mstep: Class 2 contains 16525 members
Entering Unmasked Estep
Score: -3220766.500000 Penalty: 3316.131348
Iteration 22Q: 3 clusters Score -3220766 nChanged 315
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10515 members
Mstep: Class 2 contains 16482 members
Entering Unmasked Estep
Score: -3220845.500000 Penalty: 3316.131348
Iteration 23Q: 3 clusters Score -3220846 nChanged 250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10563 members
Mstep: Class 2 contains 16434 members
Entering Unmasked Estep
Score: -3220883.750000 Penalty: 3316.131348
Iteration 24Q: 3 clusters Score -3220884 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10599 members
Mstep: Class 2 contains 16398 members
Entering Unmasked Estep
Score: -3220920.000000 Penalty: 3316.131348
Iteration 25Q: 3 clusters Score -3220920 nChanged 158
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10647 members
Mstep: Class 2 contains 16350 members
Entering Unmasked Estep
Score: -3220942.500000 Penalty: 3316.131348
Iteration 26Q: 3 clusters Score -3220942 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10690 members
Mstep: Class 2 contains 16307 members
Entering Unmasked Estep
Score: -3220968.500000 Penalty: 3316.131348
Iteration 27Q: 3 clusters Score -3220968 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10739 members
Mstep: Class 2 contains 16258 members
Entering Unmasked Estep
Score: -3220981.750000 Penalty: 3316.131348
Iteration 28Q: 3 clusters Score -3220982 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10799 members
Mstep: Class 2 contains 16198 members
Entering Unmasked Estep
Score: -3220988.750000 Penalty: 3316.131348
Iteration 29Q: 3 clusters Score -3220989 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10850 members
Mstep: Class 2 contains 16147 members
Entering Unmasked Estep
Score: -3220995.750000 Penalty: 3316.131348
Iteration 30Q: 3 clusters Score -3220996 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10892 members
Mstep: Class 2 contains 16105 members
Entering Unmasked Estep
Score: -3220994.750000 Penalty: 3316.131348
Iteration 31Q: 3 clusters Score -3220995 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10918 members
Mstep: Class 2 contains 16079 members
Entering Unmasked Estep
Score: -3220988.750000 Penalty: 3316.131348
Iteration 32Q: 3 clusters Score -3220989 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10939 members
Mstep: Class 2 contains 16058 members
Entering Unmasked Estep
Score: -3220990.500000 Penalty: 3316.131348
Iteration 33Q: 3 clusters Score -3220990 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10965 members
Mstep: Class 2 contains 16032 members
Entering Unmasked Estep
Score: -3220988.250000 Penalty: 3316.131348
Iteration 34Q: 3 clusters Score -3220988 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10975 members
Mstep: Class 2 contains 16022 members
Entering Unmasked Estep
Score: -3220989.500000 Penalty: 3316.131348
Iteration 35Q: 3 clusters Score -3220990 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10986 members
Mstep: Class 2 contains 16011 members
Entering Unmasked Estep
Score: -3220996.000000 Penalty: 3316.131348
Iteration 36Q: 3 clusters Score -3220996 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10998 members
Mstep: Class 2 contains 15999 members
Entering Unmasked Estep
Score: -3220999.500000 Penalty: 3316.131348
Iteration 37Q: 3 clusters Score -3221000 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11004 members
Mstep: Class 2 contains 15993 members
Entering Unmasked Estep
Score: -3220999.250000 Penalty: 3316.131348
Iteration 38Q: 3 clusters Score -3220999 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11011 members
Mstep: Class 2 contains 15986 members
Entering Unmasked Estep
Score: -3221002.750000 Penalty: 3316.131348
Iteration 39Q: 3 clusters Score -3221003 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11018 members
Mstep: Class 2 contains 15979 members
Entering Unmasked Estep
Score: -3221000.000000 Penalty: 3316.131348
Iteration 40F: 3 clusters Score -3221000 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11023 members
Mstep: Class 2 contains 15974 members
Entering Unmasked Estep
Score: -3221000.500000 Penalty: 3316.131348
Iteration 41Q: 3 clusters Score -3221000 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11029 members
Mstep: Class 2 contains 15968 members
Entering Unmasked Estep
Score: -3221002.750000 Penalty: 3316.131348
Iteration 42Q: 3 clusters Score -3221003 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11030 members
Mstep: Class 2 contains 15967 members
Entering Unmasked Estep
Score: -3221002.750000 Penalty: 3316.131348
Iteration 43Q: 3 clusters Score -3221003 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11031 members
Mstep: Class 2 contains 15966 members
Entering Unmasked Estep
Score: -3221001.500000 Penalty: 3316.131348
Iteration 44Q: 3 clusters Score -3221002 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11032 members
Mstep: Class 2 contains 15965 members
Entering Unmasked Estep
Score: -3221003.250000 Penalty: 3316.131348
Iteration 45Q: 3 clusters Score -3221003 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11032 members
Mstep: Class 2 contains 15965 members
Entering Unmasked Estep
Score: -3221003.250000 Penalty: 3316.131348
Iteration 46F: 3 clusters Score -3221003 nChanged 0
Entering ConstructFrom:
Trying to split cluster 7 (14468 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14468 members
Entering Unmasked Estep
Score: -1633226.625000 Penalty: 1556.700439
Iteration 0F: 2 clusters Score -1633227 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7398 members
Mstep: Class 2 contains 7070 members
Entering Unmasked Estep
Score: -1623163.250000 Penalty: 3113.400879
Iteration 0F: 3 clusters Score -1623163 nChanged 6387
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8355 members
Mstep: Class 2 contains 6113 members
Entering Unmasked Estep
Score: -1626831.500000 Penalty: 3113.400879
Iteration 1F: 3 clusters Score -1626832 nChanged 1054
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8911 members
Mstep: Class 2 contains 5557 members
Entering Unmasked Estep
Score: -1627627.500000 Penalty: 3113.400879
Iteration 2F: 3 clusters Score -1627628 nChanged 1261
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9652 members
Mstep: Class 2 contains 4816 members
Entering Unmasked Estep
Score: -1628829.875000 Penalty: 3113.400879
Iteration 3F: 3 clusters Score -1628830 nChanged 1323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10521 members
Mstep: Class 2 contains 3947 members
Entering Unmasked Estep
Score: -1630124.500000 Penalty: 3113.400879
Iteration 4F: 3 clusters Score -1630124 nChanged 1130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11295 members
Mstep: Class 2 contains 3173 members
Entering Unmasked Estep
Score: -1631213.750000 Penalty: 3113.400879
Iteration 5F: 3 clusters Score -1631214 nChanged 819
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11812 members
Mstep: Class 2 contains 2656 members
Entering Unmasked Estep
Score: -1631976.375000 Penalty: 3113.400879
Iteration 6F: 3 clusters Score -1631976 nChanged 523
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12143 members
Mstep: Class 2 contains 2325 members
Entering Unmasked Estep
Score: -1632432.875000 Penalty: 3113.400879
Iteration 7Q: 3 clusters Score -1632433 nChanged 301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12340 members
Mstep: Class 2 contains 2128 members
Entering Unmasked Estep
Score: -1632657.375000 Penalty: 3113.400879
Iteration 8Q: 3 clusters Score -1632657 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12502 members
Mstep: Class 2 contains 1966 members
Entering Unmasked Estep
Score: -1632808.125000 Penalty: 3113.400879
Iteration 9Q: 3 clusters Score -1632808 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12625 members
Mstep: Class 2 contains 1843 members
Entering Unmasked Estep
Score: -1632923.375000 Penalty: 3113.400879
Iteration 10Q: 3 clusters Score -1632923 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12713 members
Mstep: Class 2 contains 1755 members
Entering Unmasked Estep
Score: -1632981.625000 Penalty: 3113.400879
Iteration 11Q: 3 clusters Score -1632982 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12780 members
Mstep: Class 2 contains 1688 members
Entering Unmasked Estep
Score: -1633017.375000 Penalty: 3113.400879
Iteration 12Q: 3 clusters Score -1633017 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12834 members
Mstep: Class 2 contains 1634 members
Entering Unmasked Estep
Score: -1633034.125000 Penalty: 3113.400879
Iteration 13Q: 3 clusters Score -1633034 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12872 members
Mstep: Class 2 contains 1596 members
Entering Unmasked Estep
Score: -1633047.500000 Penalty: 3113.400879
Iteration 14Q: 3 clusters Score -1633048 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12899 members
Mstep: Class 2 contains 1569 members
Entering Unmasked Estep
Score: -1633055.125000 Penalty: 3113.400879
Iteration 15Q: 3 clusters Score -1633055 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12910 members
Mstep: Class 2 contains 1558 members
Entering Unmasked Estep
Score: -1633055.625000 Penalty: 3113.400879
Iteration 16Q: 3 clusters Score -1633056 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12919 members
Mstep: Class 2 contains 1549 members
Entering Unmasked Estep
Score: -1633060.250000 Penalty: 3113.400879
Iteration 17Q: 3 clusters Score -1633060 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12928 members
Mstep: Class 2 contains 1540 members
Entering Unmasked Estep
Score: -1633066.250000 Penalty: 3113.400879
Iteration 18Q: 3 clusters Score -1633066 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12931 members
Mstep: Class 2 contains 1537 members
Entering Unmasked Estep
Score: -1633065.875000 Penalty: 3113.400879
Iteration 19Q: 3 clusters Score -1633066 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12937 members
Mstep: Class 2 contains 1531 members
Entering Unmasked Estep
Score: -1633065.750000 Penalty: 3113.400879
Iteration 20F: 3 clusters Score -1633066 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12943 members
Mstep: Class 2 contains 1525 members
Entering Unmasked Estep
Score: -1633069.125000 Penalty: 3113.400879
Iteration 21Q: 3 clusters Score -1633069 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12945 members
Mstep: Class 2 contains 1523 members
Entering Unmasked Estep
Score: -1633070.375000 Penalty: 3113.400879
Iteration 22Q: 3 clusters Score -1633070 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12947 members
Mstep: Class 2 contains 1521 members
Entering Unmasked Estep
Score: -1633070.250000 Penalty: 3113.400879
Iteration 23Q: 3 clusters Score -1633070 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12947 members
Mstep: Class 2 contains 1521 members
Entering Unmasked Estep
Score: -1633070.250000 Penalty: 3113.400879
Iteration 24F: 3 clusters Score -1633070 nChanged 0
Entering ConstructFrom:
Trying to split cluster 8 (13387 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13387 members
Entering Unmasked Estep
Score: -1577617.875000 Penalty: 1544.081299
Iteration 0F: 2 clusters Score -1577618 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6650 members
Mstep: Class 2 contains 6737 members
Entering Unmasked Estep
Score: -1568328.375000 Penalty: 3088.162598
Iteration 0F: 3 clusters Score -1568328 nChanged 5924
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6424 members
Mstep: Class 2 contains 6963 members
Entering Unmasked Estep
Score: -1571615.375000 Penalty: 3088.162598
Iteration 1F: 3 clusters Score -1571615 nChanged 871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6199 members
Mstep: Class 2 contains 7188 members
Entering Unmasked Estep
Score: -1572062.875000 Penalty: 3088.162598
Iteration 2F: 3 clusters Score -1572063 nChanged 883
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5864 members
Mstep: Class 2 contains 7523 members
Entering Unmasked Estep
Score: -1572604.750000 Penalty: 3088.162598
Iteration 3F: 3 clusters Score -1572605 nChanged 881
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5439 members
Mstep: Class 2 contains 7948 members
Entering Unmasked Estep
Score: -1573198.625000 Penalty: 3088.162598
Iteration 4F: 3 clusters Score -1573199 nChanged 870
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4981 members
Mstep: Class 2 contains 8406 members
Entering Unmasked Estep
Score: -1573824.250000 Penalty: 3088.162598
Iteration 5F: 3 clusters Score -1573824 nChanged 849
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4538 members
Mstep: Class 2 contains 8849 members
Entering Unmasked Estep
Score: -1574464.500000 Penalty: 3088.162598
Iteration 6F: 3 clusters Score -1574464 nChanged 694
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4136 members
Mstep: Class 2 contains 9251 members
Entering Unmasked Estep
Score: -1574994.875000 Penalty: 3088.162598
Iteration 7F: 3 clusters Score -1574995 nChanged 519
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3845 members
Mstep: Class 2 contains 9542 members
Entering Unmasked Estep
Score: -1575331.375000 Penalty: 3088.162598
Iteration 8Q: 3 clusters Score -1575331 nChanged 398
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3595 members
Mstep: Class 2 contains 9792 members
Entering Unmasked Estep
Score: -1575562.500000 Penalty: 3088.162598
Iteration 9Q: 3 clusters Score -1575562 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3373 members
Mstep: Class 2 contains 10014 members
Entering Unmasked Estep
Score: -1575701.875000 Penalty: 3088.162598
Iteration 10Q: 3 clusters Score -1575702 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3216 members
Mstep: Class 2 contains 10171 members
Entering Unmasked Estep
Score: -1575783.750000 Penalty: 3088.162598
Iteration 11Q: 3 clusters Score -1575784 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3094 members
Mstep: Class 2 contains 10293 members
Entering Unmasked Estep
Score: -1575839.500000 Penalty: 3088.162598
Iteration 12Q: 3 clusters Score -1575840 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2975 members
Mstep: Class 2 contains 10412 members
Entering Unmasked Estep
Score: -1575882.125000 Penalty: 3088.162598
Iteration 13Q: 3 clusters Score -1575882 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2866 members
Mstep: Class 2 contains 10521 members
Entering Unmasked Estep
Score: -1575914.000000 Penalty: 3088.162598
Iteration 14Q: 3 clusters Score -1575914 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2767 members
Mstep: Class 2 contains 10620 members
Entering Unmasked Estep
Score: -1575946.125000 Penalty: 3088.162598
Iteration 15Q: 3 clusters Score -1575946 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2682 members
Mstep: Class 2 contains 10705 members
Entering Unmasked Estep
Score: -1575968.875000 Penalty: 3088.162598
Iteration 16Q: 3 clusters Score -1575969 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2605 members
Mstep: Class 2 contains 10782 members
Entering Unmasked Estep
Score: -1575994.250000 Penalty: 3088.162598
Iteration 17Q: 3 clusters Score -1575994 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2532 members
Mstep: Class 2 contains 10855 members
Entering Unmasked Estep
Score: -1576007.500000 Penalty: 3088.162598
Iteration 18Q: 3 clusters Score -1576008 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2460 members
Mstep: Class 2 contains 10927 members
Entering Unmasked Estep
Score: -1576033.375000 Penalty: 3088.162598
Iteration 19Q: 3 clusters Score -1576033 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2391 members
Mstep: Class 2 contains 10996 members
Entering Unmasked Estep
Score: -1576057.125000 Penalty: 3088.162598
Iteration 20F: 3 clusters Score -1576057 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2332 members
Mstep: Class 2 contains 11055 members
Entering Unmasked Estep
Score: -1576067.125000 Penalty: 3088.162598
Iteration 21Q: 3 clusters Score -1576067 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2264 members
Mstep: Class 2 contains 11123 members
Entering Unmasked Estep
Score: -1576081.625000 Penalty: 3088.162598
Iteration 22Q: 3 clusters Score -1576082 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2188 members
Mstep: Class 2 contains 11199 members
Entering Unmasked Estep
Score: -1576098.250000 Penalty: 3088.162598
Iteration 23Q: 3 clusters Score -1576098 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2128 members
Mstep: Class 2 contains 11259 members
Entering Unmasked Estep
Score: -1576116.750000 Penalty: 3088.162598
Iteration 24Q: 3 clusters Score -1576117 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2073 members
Mstep: Class 2 contains 11314 members
Entering Unmasked Estep
Score: -1576127.500000 Penalty: 3088.162598
Iteration 25Q: 3 clusters Score -1576128 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2017 members
Mstep: Class 2 contains 11370 members
Entering Unmasked Estep
Score: -1576141.625000 Penalty: 3088.162598
Iteration 26Q: 3 clusters Score -1576142 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1964 members
Mstep: Class 2 contains 11423 members
Entering Unmasked Estep
Score: -1576154.000000 Penalty: 3088.162598
Iteration 27Q: 3 clusters Score -1576154 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1912 members
Mstep: Class 2 contains 11475 members
Entering Unmasked Estep
Score: -1576166.875000 Penalty: 3088.162598
Iteration 28Q: 3 clusters Score -1576167 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1855 members
Mstep: Class 2 contains 11532 members
Entering Unmasked Estep
Score: -1576181.750000 Penalty: 3088.162598
Iteration 29Q: 3 clusters Score -1576182 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1798 members
Mstep: Class 2 contains 11589 members
Entering Unmasked Estep
Score: -1576197.000000 Penalty: 3088.162598
Iteration 30Q: 3 clusters Score -1576197 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1748 members
Mstep: Class 2 contains 11639 members
Entering Unmasked Estep
Score: -1576208.875000 Penalty: 3088.162598
Iteration 31Q: 3 clusters Score -1576209 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1679 members
Mstep: Class 2 contains 11708 members
Entering Unmasked Estep
Score: -1576225.625000 Penalty: 3088.162598
Iteration 32Q: 3 clusters Score -1576226 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1633 members
Mstep: Class 2 contains 11754 members
Entering Unmasked Estep
Score: -1576238.875000 Penalty: 3088.162598
Iteration 33Q: 3 clusters Score -1576239 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1589 members
Mstep: Class 2 contains 11798 members
Entering Unmasked Estep
Score: -1576249.125000 Penalty: 3088.162598
Iteration 34Q: 3 clusters Score -1576249 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1548 members
Mstep: Class 2 contains 11839 members
Entering Unmasked Estep
Score: -1576259.125000 Penalty: 3088.162598
Iteration 35Q: 3 clusters Score -1576259 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1514 members
Mstep: Class 2 contains 11873 members
Entering Unmasked Estep
Score: -1576265.625000 Penalty: 3088.162598
Iteration 36Q: 3 clusters Score -1576266 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1490 members
Mstep: Class 2 contains 11897 members
Entering Unmasked Estep
Score: -1576271.125000 Penalty: 3088.162598
Iteration 37Q: 3 clusters Score -1576271 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1475 members
Mstep: Class 2 contains 11912 members
Entering Unmasked Estep
Score: -1576274.000000 Penalty: 3088.162598
Iteration 38Q: 3 clusters Score -1576274 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1456 members
Mstep: Class 2 contains 11931 members
Entering Unmasked Estep
Score: -1576277.375000 Penalty: 3088.162598
Iteration 39Q: 3 clusters Score -1576277 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1439 members
Mstep: Class 2 contains 11948 members
Entering Unmasked Estep
Score: -1576284.250000 Penalty: 3088.162598
Iteration 40F: 3 clusters Score -1576284 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1425 members
Mstep: Class 2 contains 11962 members
Entering Unmasked Estep
Score: -1576286.875000 Penalty: 3088.162598
Iteration 41Q: 3 clusters Score -1576287 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1413 members
Mstep: Class 2 contains 11974 members
Entering Unmasked Estep
Score: -1576287.375000 Penalty: 3088.162598
Iteration 42Q: 3 clusters Score -1576287 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1403 members
Mstep: Class 2 contains 11984 members
Entering Unmasked Estep
Score: -1576290.125000 Penalty: 3088.162598
Iteration 43Q: 3 clusters Score -1576290 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1384 members
Mstep: Class 2 contains 12003 members
Entering Unmasked Estep
Score: -1576297.250000 Penalty: 3088.162598
Iteration 44Q: 3 clusters Score -1576297 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1362 members
Mstep: Class 2 contains 12025 members
Entering Unmasked Estep
Score: -1576297.750000 Penalty: 3088.162598
Iteration 45Q: 3 clusters Score -1576298 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1339 members
Mstep: Class 2 contains 12048 members
Entering Unmasked Estep
Score: -1576305.750000 Penalty: 3088.162598
Iteration 46Q: 3 clusters Score -1576306 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1314 members
Mstep: Class 2 contains 12073 members
Entering Unmasked Estep
Score: -1576315.000000 Penalty: 3088.162598
Iteration 47Q: 3 clusters Score -1576315 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1292 members
Mstep: Class 2 contains 12095 members
Entering Unmasked Estep
Score: -1576321.000000 Penalty: 3088.162598
Iteration 48Q: 3 clusters Score -1576321 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1271 members
Mstep: Class 2 contains 12116 members
Entering Unmasked Estep
Score: -1576325.250000 Penalty: 3088.162598
Iteration 49Q: 3 clusters Score -1576325 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1258 members
Mstep: Class 2 contains 12129 members
Entering Unmasked Estep
Score: -1576331.500000 Penalty: 3088.162598
Iteration 50Q: 3 clusters Score -1576332 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1249 members
Mstep: Class 2 contains 12138 members
Entering Unmasked Estep
Score: -1576335.625000 Penalty: 3088.162598
Iteration 51Q: 3 clusters Score -1576336 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1240 members
Mstep: Class 2 contains 12147 members
Entering Unmasked Estep
Score: -1576339.000000 Penalty: 3088.162598
Iteration 52Q: 3 clusters Score -1576339 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1233 members
Mstep: Class 2 contains 12154 members
Entering Unmasked Estep
Score: -1576338.750000 Penalty: 3088.162598
Iteration 53Q: 3 clusters Score -1576339 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1226 members
Mstep: Class 2 contains 12161 members
Entering Unmasked Estep
Score: -1576342.000000 Penalty: 3088.162598
Iteration 54Q: 3 clusters Score -1576342 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1219 members
Mstep: Class 2 contains 12168 members
Entering Unmasked Estep
Score: -1576343.375000 Penalty: 3088.162598
Iteration 55Q: 3 clusters Score -1576343 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1212 members
Mstep: Class 2 contains 12175 members
Entering Unmasked Estep
Score: -1576345.250000 Penalty: 3088.162598
Iteration 56Q: 3 clusters Score -1576345 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1204 members
Mstep: Class 2 contains 12183 members
Entering Unmasked Estep
Score: -1576346.250000 Penalty: 3088.162598
Iteration 57Q: 3 clusters Score -1576346 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1198 members
Mstep: Class 2 contains 12189 members
Entering Unmasked Estep
Score: -1576346.375000 Penalty: 3088.162598
Iteration 58Q: 3 clusters Score -1576346 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1193 members
Mstep: Class 2 contains 12194 members
Entering Unmasked Estep
Score: -1576347.000000 Penalty: 3088.162598
Iteration 59Q: 3 clusters Score -1576347 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1190 members
Mstep: Class 2 contains 12197 members
Entering Unmasked Estep
Score: -1576347.875000 Penalty: 3088.162598
Iteration 60F: 3 clusters Score -1576348 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1184 members
Mstep: Class 2 contains 12203 members
Entering Unmasked Estep
Score: -1576353.000000 Penalty: 3088.162598
Iteration 61Q: 3 clusters Score -1576353 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1179 members
Mstep: Class 2 contains 12208 members
Entering Unmasked Estep
Score: -1576353.750000 Penalty: 3088.162598
Iteration 62Q: 3 clusters Score -1576354 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1173 members
Mstep: Class 2 contains 12214 members
Entering Unmasked Estep
Score: -1576350.250000 Penalty: 3088.162598
Iteration 63Q: 3 clusters Score -1576350 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1165 members
Mstep: Class 2 contains 12222 members
Entering Unmasked Estep
Score: -1576354.000000 Penalty: 3088.162598
Iteration 64Q: 3 clusters Score -1576354 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1157 members
Mstep: Class 2 contains 12230 members
Entering Unmasked Estep
Score: -1576356.750000 Penalty: 3088.162598
Iteration 65Q: 3 clusters Score -1576357 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1150 members
Mstep: Class 2 contains 12237 members
Entering Unmasked Estep
Score: -1576354.375000 Penalty: 3088.162598
Iteration 66Q: 3 clusters Score -1576354 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1143 members
Mstep: Class 2 contains 12244 members
Entering Unmasked Estep
Score: -1576356.125000 Penalty: 3088.162598
Iteration 67Q: 3 clusters Score -1576356 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1135 members
Mstep: Class 2 contains 12252 members
Entering Unmasked Estep
Score: -1576357.875000 Penalty: 3088.162598
Iteration 68Q: 3 clusters Score -1576358 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1126 members
Mstep: Class 2 contains 12261 members
Entering Unmasked Estep
Score: -1576363.375000 Penalty: 3088.162598
Iteration 69Q: 3 clusters Score -1576363 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1115 members
Mstep: Class 2 contains 12272 members
Entering Unmasked Estep
Score: -1576362.500000 Penalty: 3088.162598
Iteration 70Q: 3 clusters Score -1576362 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1107 members
Mstep: Class 2 contains 12280 members
Entering Unmasked Estep
Score: -1576363.875000 Penalty: 3088.162598
Iteration 71Q: 3 clusters Score -1576364 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1095 members
Mstep: Class 2 contains 12292 members
Entering Unmasked Estep
Score: -1576368.125000 Penalty: 3088.162598
Iteration 72Q: 3 clusters Score -1576368 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1088 members
Mstep: Class 2 contains 12299 members
Entering Unmasked Estep
Score: -1576369.750000 Penalty: 3088.162598
Iteration 73Q: 3 clusters Score -1576370 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 12306 members
Entering Unmasked Estep
Score: -1576373.000000 Penalty: 3088.162598
Iteration 74Q: 3 clusters Score -1576373 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1074 members
Mstep: Class 2 contains 12313 members
Entering Unmasked Estep
Score: -1576373.375000 Penalty: 3088.162598
Iteration 75Q: 3 clusters Score -1576373 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1068 members
Mstep: Class 2 contains 12319 members
Entering Unmasked Estep
Score: -1576373.375000 Penalty: 3088.162598
Iteration 76Q: 3 clusters Score -1576373 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1064 members
Mstep: Class 2 contains 12323 members
Entering Unmasked Estep
Score: -1576376.000000 Penalty: 3088.162598
Iteration 77Q: 3 clusters Score -1576376 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1060 members
Mstep: Class 2 contains 12327 members
Entering Unmasked Estep
Score: -1576381.750000 Penalty: 3088.162598
Iteration 78Q: 3 clusters Score -1576382 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1054 members
Mstep: Class 2 contains 12333 members
Entering Unmasked Estep
Score: -1576382.250000 Penalty: 3088.162598
Iteration 79Q: 3 clusters Score -1576382 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1045 members
Mstep: Class 2 contains 12342 members
Entering Unmasked Estep
Score: -1576384.375000 Penalty: 3088.162598
Iteration 80F: 3 clusters Score -1576384 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1038 members
Mstep: Class 2 contains 12349 members
Entering Unmasked Estep
Score: -1576386.875000 Penalty: 3088.162598
Iteration 81Q: 3 clusters Score -1576387 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1033 members
Mstep: Class 2 contains 12354 members
Entering Unmasked Estep
Score: -1576386.125000 Penalty: 3088.162598
Iteration 82Q: 3 clusters Score -1576386 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1028 members
Mstep: Class 2 contains 12359 members
Entering Unmasked Estep
Score: -1576387.125000 Penalty: 3088.162598
Iteration 83Q: 3 clusters Score -1576387 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1024 members
Mstep: Class 2 contains 12363 members
Entering Unmasked Estep
Score: -1576390.500000 Penalty: 3088.162598
Iteration 84Q: 3 clusters Score -1576390 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1024 members
Mstep: Class 2 contains 12363 members
Entering Unmasked Estep
Score: -1576391.875000 Penalty: 3088.162598
Iteration 85Q: 3 clusters Score -1576392 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1024 members
Mstep: Class 2 contains 12363 members
Entering Unmasked Estep
Score: -1576391.875000 Penalty: 3088.162598
Iteration 86F: 3 clusters Score -1576392 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (20887 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20887 members
Entering Unmasked Estep
Score: -2485299.750000 Penalty: 1616.368408
Iteration 0F: 2 clusters Score -2485300 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10428 members
Mstep: Class 2 contains 10459 members
Entering Unmasked Estep
Score: -2471121.000000 Penalty: 3232.736816
Iteration 0F: 3 clusters Score -2471121 nChanged 9421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10357 members
Mstep: Class 2 contains 10530 members
Entering Unmasked Estep
Score: -2476078.000000 Penalty: 3232.736816
Iteration 1F: 3 clusters Score -2476078 nChanged 903
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10334 members
Mstep: Class 2 contains 10553 members
Entering Unmasked Estep
Score: -2476362.000000 Penalty: 3232.736816
Iteration 2Q: 3 clusters Score -2476362 nChanged 877
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10303 members
Mstep: Class 2 contains 10584 members
Entering Unmasked Estep
Score: -2476633.500000 Penalty: 3232.736816
Iteration 3Q: 3 clusters Score -2476634 nChanged 794
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10309 members
Mstep: Class 2 contains 10578 members
Entering Unmasked Estep
Score: -2476877.750000 Penalty: 3232.736816
Iteration 4Q: 3 clusters Score -2476878 nChanged 745
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10300 members
Mstep: Class 2 contains 10587 members
Entering Unmasked Estep
Score: -2477119.250000 Penalty: 3232.736816
Iteration 5Q: 3 clusters Score -2477119 nChanged 772
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10280 members
Mstep: Class 2 contains 10607 members
Entering Unmasked Estep
Score: -2477383.750000 Penalty: 3232.736816
Iteration 6Q: 3 clusters Score -2477384 nChanged 790
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10278 members
Mstep: Class 2 contains 10609 members
Entering Unmasked Estep
Score: -2477701.250000 Penalty: 3232.736816
Iteration 7Q: 3 clusters Score -2477701 nChanged 872
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10272 members
Mstep: Class 2 contains 10615 members
Entering Unmasked Estep
Score: -2478172.750000 Penalty: 3232.736816
Iteration 8Q: 3 clusters Score -2478173 nChanged 1021
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10309 members
Mstep: Class 2 contains 10578 members
Entering Unmasked Estep
Score: -2478815.500000 Penalty: 3232.736816
Iteration 9Q: 3 clusters Score -2478816 nChanged 1065
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10330 members
Mstep: Class 2 contains 10557 members
Entering Unmasked Estep
Score: -2479519.000000 Penalty: 3232.736816
Iteration 10F: 3 clusters Score -2479519 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10342 members
Mstep: Class 2 contains 10545 members
Entering Unmasked Estep
Score: -2480197.000000 Penalty: 3232.736816
Iteration 11F: 3 clusters Score -2480197 nChanged 887
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10323 members
Mstep: Class 2 contains 10564 members
Entering Unmasked Estep
Score: -2480561.000000 Penalty: 3232.736816
Iteration 12Q: 3 clusters Score -2480561 nChanged 556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10313 members
Mstep: Class 2 contains 10574 members
Entering Unmasked Estep
Score: -2480704.250000 Penalty: 3232.736816
Iteration 13Q: 3 clusters Score -2480704 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10290 members
Mstep: Class 2 contains 10597 members
Entering Unmasked Estep
Score: -2480769.000000 Penalty: 3232.736816
Iteration 14Q: 3 clusters Score -2480769 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10250 members
Mstep: Class 2 contains 10637 members
Entering Unmasked Estep
Score: -2480818.750000 Penalty: 3232.736816
Iteration 15Q: 3 clusters Score -2480819 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10231 members
Mstep: Class 2 contains 10656 members
Entering Unmasked Estep
Score: -2480843.000000 Penalty: 3232.736816
Iteration 16Q: 3 clusters Score -2480843 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10238 members
Mstep: Class 2 contains 10649 members
Entering Unmasked Estep
Score: -2480864.250000 Penalty: 3232.736816
Iteration 17Q: 3 clusters Score -2480864 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10252 members
Mstep: Class 2 contains 10635 members
Entering Unmasked Estep
Score: -2480887.000000 Penalty: 3232.736816
Iteration 18Q: 3 clusters Score -2480887 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10238 members
Mstep: Class 2 contains 10649 members
Entering Unmasked Estep
Score: -2480898.750000 Penalty: 3232.736816
Iteration 19Q: 3 clusters Score -2480899 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10236 members
Mstep: Class 2 contains 10651 members
Entering Unmasked Estep
Score: -2480907.500000 Penalty: 3232.736816
Iteration 20F: 3 clusters Score -2480908 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10241 members
Mstep: Class 2 contains 10646 members
Entering Unmasked Estep
Score: -2480925.750000 Penalty: 3232.736816
Iteration 21Q: 3 clusters Score -2480926 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10249 members
Mstep: Class 2 contains 10638 members
Entering Unmasked Estep
Score: -2480928.750000 Penalty: 3232.736816
Iteration 22Q: 3 clusters Score -2480929 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10259 members
Mstep: Class 2 contains 10628 members
Entering Unmasked Estep
Score: -2480952.500000 Penalty: 3232.736816
Iteration 23Q: 3 clusters Score -2480952 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10261 members
Mstep: Class 2 contains 10626 members
Entering Unmasked Estep
Score: -2480971.000000 Penalty: 3232.736816
Iteration 24Q: 3 clusters Score -2480971 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10249 members
Mstep: Class 2 contains 10638 members
Entering Unmasked Estep
Score: -2480980.750000 Penalty: 3232.736816
Iteration 25Q: 3 clusters Score -2480981 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10241 members
Mstep: Class 2 contains 10646 members
Entering Unmasked Estep
Score: -2480993.750000 Penalty: 3232.736816
Iteration 26Q: 3 clusters Score -2480994 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10228 members
Mstep: Class 2 contains 10659 members
Entering Unmasked Estep
Score: -2481007.250000 Penalty: 3232.736816
Iteration 27Q: 3 clusters Score -2481007 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10228 members
Mstep: Class 2 contains 10659 members
Entering Unmasked Estep
Score: -2481008.500000 Penalty: 3232.736816
Iteration 28Q: 3 clusters Score -2481008 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10227 members
Mstep: Class 2 contains 10660 members
Entering Unmasked Estep
Score: -2481009.000000 Penalty: 3232.736816
Iteration 29Q: 3 clusters Score -2481009 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10243 members
Mstep: Class 2 contains 10644 members
Entering Unmasked Estep
Score: -2481014.500000 Penalty: 3232.736816
Iteration 30Q: 3 clusters Score -2481014 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10260 members
Mstep: Class 2 contains 10627 members
Entering Unmasked Estep
Score: -2481007.000000 Penalty: 3232.736816
Iteration 31Q: 3 clusters Score -2481007 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10275 members
Mstep: Class 2 contains 10612 members
Entering Unmasked Estep
Score: -2481014.500000 Penalty: 3232.736816
Iteration 32Q: 3 clusters Score -2481014 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10290 members
Mstep: Class 2 contains 10597 members
Entering Unmasked Estep
Score: -2481016.250000 Penalty: 3232.736816
Iteration 33Q: 3 clusters Score -2481016 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10307 members
Mstep: Class 2 contains 10580 members
Entering Unmasked Estep
Score: -2481022.750000 Penalty: 3232.736816
Iteration 34Q: 3 clusters Score -2481023 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10332 members
Mstep: Class 2 contains 10555 members
Entering Unmasked Estep
Score: -2481023.750000 Penalty: 3232.736816
Iteration 35Q: 3 clusters Score -2481024 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10351 members
Mstep: Class 2 contains 10536 members
Entering Unmasked Estep
Score: -2481032.250000 Penalty: 3232.736816
Iteration 36Q: 3 clusters Score -2481032 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10368 members
Mstep: Class 2 contains 10519 members
Entering Unmasked Estep
Score: -2481031.750000 Penalty: 3232.736816
Iteration 37Q: 3 clusters Score -2481032 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10393 members
Mstep: Class 2 contains 10494 members
Entering Unmasked Estep
Score: -2481028.750000 Penalty: 3232.736816
Iteration 38Q: 3 clusters Score -2481029 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10417 members
Mstep: Class 2 contains 10470 members
Entering Unmasked Estep
Score: -2481042.750000 Penalty: 3232.736816
Iteration 39Q: 3 clusters Score -2481043 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10449 members
Mstep: Class 2 contains 10438 members
Entering Unmasked Estep
Score: -2481043.250000 Penalty: 3232.736816
Iteration 40F: 3 clusters Score -2481043 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10470 members
Mstep: Class 2 contains 10417 members
Entering Unmasked Estep
Score: -2481044.500000 Penalty: 3232.736816
Iteration 41Q: 3 clusters Score -2481044 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10483 members
Mstep: Class 2 contains 10404 members
Entering Unmasked Estep
Score: -2481049.250000 Penalty: 3232.736816
Iteration 42Q: 3 clusters Score -2481049 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10491 members
Mstep: Class 2 contains 10396 members
Entering Unmasked Estep
Score: -2481051.750000 Penalty: 3232.736816
Iteration 43Q: 3 clusters Score -2481052 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10497 members
Mstep: Class 2 contains 10390 members
Entering Unmasked Estep
Score: -2481057.250000 Penalty: 3232.736816
Iteration 44Q: 3 clusters Score -2481057 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10510 members
Mstep: Class 2 contains 10377 members
Entering Unmasked Estep
Score: -2481054.000000 Penalty: 3232.736816
Iteration 45Q: 3 clusters Score -2481054 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10526 members
Mstep: Class 2 contains 10361 members
Entering Unmasked Estep
Score: -2481059.250000 Penalty: 3232.736816
Iteration 46Q: 3 clusters Score -2481059 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10539 members
Mstep: Class 2 contains 10348 members
Entering Unmasked Estep
Score: -2481067.250000 Penalty: 3232.736816
Iteration 47Q: 3 clusters Score -2481067 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10554 members
Mstep: Class 2 contains 10333 members
Entering Unmasked Estep
Score: -2481069.000000 Penalty: 3232.736816
Iteration 48Q: 3 clusters Score -2481069 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10571 members
Mstep: Class 2 contains 10316 members
Entering Unmasked Estep
Score: -2481074.500000 Penalty: 3232.736816
Iteration 49Q: 3 clusters Score -2481074 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10599 members
Mstep: Class 2 contains 10288 members
Entering Unmasked Estep
Score: -2481076.750000 Penalty: 3232.736816
Iteration 50Q: 3 clusters Score -2481077 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10620 members
Mstep: Class 2 contains 10267 members
Entering Unmasked Estep
Score: -2481081.750000 Penalty: 3232.736816
Iteration 51Q: 3 clusters Score -2481082 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10634 members
Mstep: Class 2 contains 10253 members
Entering Unmasked Estep
Score: -2481089.250000 Penalty: 3232.736816
Iteration 52Q: 3 clusters Score -2481089 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10644 members
Mstep: Class 2 contains 10243 members
Entering Unmasked Estep
Score: -2481089.000000 Penalty: 3232.736816
Iteration 53Q: 3 clusters Score -2481089 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10658 members
Mstep: Class 2 contains 10229 members
Entering Unmasked Estep
Score: -2481097.500000 Penalty: 3232.736816
Iteration 54Q: 3 clusters Score -2481098 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10667 members
Mstep: Class 2 contains 10220 members
Entering Unmasked Estep
Score: -2481096.750000 Penalty: 3232.736816
Iteration 55Q: 3 clusters Score -2481097 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10674 members
Mstep: Class 2 contains 10213 members
Entering Unmasked Estep
Score: -2481098.750000 Penalty: 3232.736816
Iteration 56Q: 3 clusters Score -2481099 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10682 members
Mstep: Class 2 contains 10205 members
Entering Unmasked Estep
Score: -2481097.250000 Penalty: 3232.736816
Iteration 57Q: 3 clusters Score -2481097 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10690 members
Mstep: Class 2 contains 10197 members
Entering Unmasked Estep
Score: -2481099.500000 Penalty: 3232.736816
Iteration 58Q: 3 clusters Score -2481100 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10706 members
Mstep: Class 2 contains 10181 members
Entering Unmasked Estep
Score: -2481101.250000 Penalty: 3232.736816
Iteration 59Q: 3 clusters Score -2481101 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10718 members
Mstep: Class 2 contains 10169 members
Entering Unmasked Estep
Score: -2481099.500000 Penalty: 3232.736816
Iteration 60F: 3 clusters Score -2481100 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10738 members
Mstep: Class 2 contains 10149 members
Entering Unmasked Estep
Score: -2481097.500000 Penalty: 3232.736816
Iteration 61Q: 3 clusters Score -2481098 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10758 members
Mstep: Class 2 contains 10129 members
Entering Unmasked Estep
Score: -2481099.250000 Penalty: 3232.736816
Iteration 62Q: 3 clusters Score -2481099 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10778 members
Mstep: Class 2 contains 10109 members
Entering Unmasked Estep
Score: -2481103.000000 Penalty: 3232.736816
Iteration 63Q: 3 clusters Score -2481103 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10792 members
Mstep: Class 2 contains 10095 members
Entering Unmasked Estep
Score: -2481109.000000 Penalty: 3232.736816
Iteration 64Q: 3 clusters Score -2481109 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10804 members
Mstep: Class 2 contains 10083 members
Entering Unmasked Estep
Score: -2481106.750000 Penalty: 3232.736816
Iteration 65Q: 3 clusters Score -2481107 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10815 members
Mstep: Class 2 contains 10072 members
Entering Unmasked Estep
Score: -2481109.250000 Penalty: 3232.736816
Iteration 66Q: 3 clusters Score -2481109 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10827 members
Mstep: Class 2 contains 10060 members
Entering Unmasked Estep
Score: -2481108.250000 Penalty: 3232.736816
Iteration 67Q: 3 clusters Score -2481108 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10836 members
Mstep: Class 2 contains 10051 members
Entering Unmasked Estep
Score: -2481111.250000 Penalty: 3232.736816
Iteration 68Q: 3 clusters Score -2481111 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10848 members
Mstep: Class 2 contains 10039 members
Entering Unmasked Estep
Score: -2481113.750000 Penalty: 3232.736816
Iteration 69Q: 3 clusters Score -2481114 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10864 members
Mstep: Class 2 contains 10023 members
Entering Unmasked Estep
Score: -2481116.750000 Penalty: 3232.736816
Iteration 70Q: 3 clusters Score -2481117 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10883 members
Mstep: Class 2 contains 10004 members
Entering Unmasked Estep
Score: -2481118.250000 Penalty: 3232.736816
Iteration 71Q: 3 clusters Score -2481118 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10897 members
Mstep: Class 2 contains 9990 members
Entering Unmasked Estep
Score: -2481120.500000 Penalty: 3232.736816
Iteration 72Q: 3 clusters Score -2481120 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10907 members
Mstep: Class 2 contains 9980 members
Entering Unmasked Estep
Score: -2481124.750000 Penalty: 3232.736816
Iteration 73Q: 3 clusters Score -2481125 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10919 members
Mstep: Class 2 contains 9968 members
Entering Unmasked Estep
Score: -2481117.750000 Penalty: 3232.736816
Iteration 74Q: 3 clusters Score -2481118 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10934 members
Mstep: Class 2 contains 9953 members
Entering Unmasked Estep
Score: -2481115.500000 Penalty: 3232.736816
Iteration 75Q: 3 clusters Score -2481116 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10944 members
Mstep: Class 2 contains 9943 members
Entering Unmasked Estep
Score: -2481113.000000 Penalty: 3232.736816
Iteration 76Q: 3 clusters Score -2481113 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10956 members
Mstep: Class 2 contains 9931 members
Entering Unmasked Estep
Score: -2481116.250000 Penalty: 3232.736816
Iteration 77Q: 3 clusters Score -2481116 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10971 members
Mstep: Class 2 contains 9916 members
Entering Unmasked Estep
Score: -2481118.500000 Penalty: 3232.736816
Iteration 78Q: 3 clusters Score -2481118 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10981 members
Mstep: Class 2 contains 9906 members
Entering Unmasked Estep
Score: -2481119.250000 Penalty: 3232.736816
Iteration 79Q: 3 clusters Score -2481119 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10983 members
Mstep: Class 2 contains 9904 members
Entering Unmasked Estep
Score: -2481124.750000 Penalty: 3232.736816
Iteration 80F: 3 clusters Score -2481125 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10990 members
Mstep: Class 2 contains 9897 members
Entering Unmasked Estep
Score: -2481125.750000 Penalty: 3232.736816
Iteration 81Q: 3 clusters Score -2481126 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10998 members
Mstep: Class 2 contains 9889 members
Entering Unmasked Estep
Score: -2481128.250000 Penalty: 3232.736816
Iteration 82Q: 3 clusters Score -2481128 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11006 members
Mstep: Class 2 contains 9881 members
Entering Unmasked Estep
Score: -2481126.500000 Penalty: 3232.736816
Iteration 83Q: 3 clusters Score -2481126 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11006 members
Mstep: Class 2 contains 9881 members
Entering Unmasked Estep
Score: -2481128.000000 Penalty: 3232.736816
Iteration 84Q: 3 clusters Score -2481128 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11007 members
Mstep: Class 2 contains 9880 members
Entering Unmasked Estep
Score: -2481135.000000 Penalty: 3232.736816
Iteration 85Q: 3 clusters Score -2481135 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11013 members
Mstep: Class 2 contains 9874 members
Entering Unmasked Estep
Score: -2481123.250000 Penalty: 3232.736816
Iteration 86Q: 3 clusters Score -2481123 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11022 members
Mstep: Class 2 contains 9865 members
Entering Unmasked Estep
Score: -2481129.250000 Penalty: 3232.736816
Iteration 87Q: 3 clusters Score -2481129 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11027 members
Mstep: Class 2 contains 9860 members
Entering Unmasked Estep
Score: -2481129.500000 Penalty: 3232.736816
Iteration 88Q: 3 clusters Score -2481130 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11031 members
Mstep: Class 2 contains 9856 members
Entering Unmasked Estep
Score: -2481128.750000 Penalty: 3232.736816
Iteration 89Q: 3 clusters Score -2481129 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11032 members
Mstep: Class 2 contains 9855 members
Entering Unmasked Estep
Score: -2481125.500000 Penalty: 3232.736816
Iteration 90Q: 3 clusters Score -2481126 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11034 members
Mstep: Class 2 contains 9853 members
Entering Unmasked Estep
Score: -2481125.000000 Penalty: 3232.736816
Iteration 91Q: 3 clusters Score -2481125 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11036 members
Mstep: Class 2 contains 9851 members
Entering Unmasked Estep
Score: -2481128.500000 Penalty: 3232.736816
Iteration 92Q: 3 clusters Score -2481128 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11040 members
Mstep: Class 2 contains 9847 members
Entering Unmasked Estep
Score: -2481127.750000 Penalty: 3232.736816
Iteration 93Q: 3 clusters Score -2481128 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11042 members
Mstep: Class 2 contains 9845 members
Entering Unmasked Estep
Score: -2481129.750000 Penalty: 3232.736816
Iteration 94Q: 3 clusters Score -2481130 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11045 members
Mstep: Class 2 contains 9842 members
Entering Unmasked Estep
Score: -2481127.500000 Penalty: 3232.736816
Iteration 95Q: 3 clusters Score -2481128 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11047 members
Mstep: Class 2 contains 9840 members
Entering Unmasked Estep
Score: -2481126.000000 Penalty: 3232.736816
Iteration 96Q: 3 clusters Score -2481126 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11047 members
Mstep: Class 2 contains 9840 members
Entering Unmasked Estep
Score: -2481127.000000 Penalty: 3232.736816
Iteration 97Q: 3 clusters Score -2481127 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11045 members
Mstep: Class 2 contains 9842 members
Entering Unmasked Estep
Score: -2481127.000000 Penalty: 3232.736816
Iteration 98Q: 3 clusters Score -2481127 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11043 members
Mstep: Class 2 contains 9844 members
Entering Unmasked Estep
Score: -2481128.500000 Penalty: 3232.736816
Iteration 99Q: 3 clusters Score -2481128 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11044 members
Mstep: Class 2 contains 9843 members
Entering Unmasked Estep
Score: -2481127.000000 Penalty: 3232.736816
Iteration 100F: 3 clusters Score -2481127 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11046 members
Mstep: Class 2 contains 9841 members
Entering Unmasked Estep
Score: -2481123.250000 Penalty: 3232.736816
Iteration 101Q: 3 clusters Score -2481123 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11046 members
Mstep: Class 2 contains 9841 members
Entering Unmasked Estep
Score: -2481127.250000 Penalty: 3232.736816
Iteration 102Q: 3 clusters Score -2481127 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11051 members
Mstep: Class 2 contains 9836 members
Entering Unmasked Estep
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Iteration 103Q: 3 clusters Score -2481130 nChanged 7
Entering Unmasked Mstep
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Mstep: Class 1 contains 11056 members
Mstep: Class 2 contains 9831 members
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Score: -2481134.000000 Penalty: 3232.736816
Iteration 104Q: 3 clusters Score -2481134 nChanged 3
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Mstep: Class 1 contains 11057 members
Mstep: Class 2 contains 9830 members
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Score: -2481135.250000 Penalty: 3232.736816
Iteration 105Q: 3 clusters Score -2481135 nChanged 3
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Mstep: Class 1 contains 11060 members
Mstep: Class 2 contains 9827 members
Entering Unmasked Estep
Score: -2481127.000000 Penalty: 3232.736816
Iteration 106Q: 3 clusters Score -2481127 nChanged 2
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Mstep: Class 1 contains 11062 members
Mstep: Class 2 contains 9825 members
Entering Unmasked Estep
Score: -2481123.250000 Penalty: 3232.736816
Iteration 107Q: 3 clusters Score -2481123 nChanged 4
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Mstep: Class 1 contains 11062 members
Mstep: Class 2 contains 9825 members
Entering Unmasked Estep
Score: -2481121.500000 Penalty: 3232.736816
Iteration 108Q: 3 clusters Score -2481122 nChanged 7
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Mstep: Class 1 contains 11061 members
Mstep: Class 2 contains 9826 members
Entering Unmasked Estep
Score: -2481121.000000 Penalty: 3232.736816
Iteration 109Q: 3 clusters Score -2481121 nChanged 8
Entering Unmasked Mstep
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Mstep: Class 1 contains 11063 members
Mstep: Class 2 contains 9824 members
Entering Unmasked Estep
Score: -2481123.250000 Penalty: 3232.736816
Iteration 110Q: 3 clusters Score -2481123 nChanged 10
Entering Unmasked Mstep
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Mstep: Class 1 contains 11069 members
Mstep: Class 2 contains 9818 members
Entering Unmasked Estep
Score: -2481129.000000 Penalty: 3232.736816
Iteration 111Q: 3 clusters Score -2481129 nChanged 12
Entering Unmasked Mstep
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Mstep: Class 1 contains 11079 members
Mstep: Class 2 contains 9808 members
Entering Unmasked Estep
Score: -2481129.250000 Penalty: 3232.736816
Iteration 112Q: 3 clusters Score -2481129 nChanged 9
Entering Unmasked Mstep
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Mstep: Class 1 contains 11086 members
Mstep: Class 2 contains 9801 members
Entering Unmasked Estep
Score: -2481128.750000 Penalty: 3232.736816
Iteration 113Q: 3 clusters Score -2481129 nChanged 6
Entering Unmasked Mstep
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Mstep: Class 1 contains 11092 members
Mstep: Class 2 contains 9795 members
Entering Unmasked Estep
Score: -2481125.000000 Penalty: 3232.736816
Iteration 114Q: 3 clusters Score -2481125 nChanged 12
Entering Unmasked Mstep
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Mstep: Class 1 contains 11104 members
Mstep: Class 2 contains 9783 members
Entering Unmasked Estep
Score: -2481128.750000 Penalty: 3232.736816
Iteration 115Q: 3 clusters Score -2481129 nChanged 14
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Mstep: Class 1 contains 11112 members
Mstep: Class 2 contains 9775 members
Entering Unmasked Estep
Score: -2481131.250000 Penalty: 3232.736816
Iteration 116Q: 3 clusters Score -2481131 nChanged 17
Entering Unmasked Mstep
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Mstep: Class 1 contains 11125 members
Mstep: Class 2 contains 9762 members
Entering Unmasked Estep
Score: -2481132.000000 Penalty: 3232.736816
Iteration 117Q: 3 clusters Score -2481132 nChanged 20
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Mstep: Class 1 contains 11135 members
Mstep: Class 2 contains 9752 members
Entering Unmasked Estep
Score: -2481136.000000 Penalty: 3232.736816
Iteration 118Q: 3 clusters Score -2481136 nChanged 28
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Mstep: Class 1 contains 11151 members
Mstep: Class 2 contains 9736 members
Entering Unmasked Estep
Score: -2481141.750000 Penalty: 3232.736816
Iteration 119Q: 3 clusters Score -2481142 nChanged 21
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Mstep: Class 1 contains 11164 members
Mstep: Class 2 contains 9723 members
Entering Unmasked Estep
Score: -2481140.750000 Penalty: 3232.736816
Iteration 120F: 3 clusters Score -2481141 nChanged 26
Entering Unmasked Mstep
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Mstep: Class 1 contains 11178 members
Mstep: Class 2 contains 9709 members
Entering Unmasked Estep
Score: -2481146.250000 Penalty: 3232.736816
Iteration 121Q: 3 clusters Score -2481146 nChanged 23
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Mstep: Class 1 contains 11193 members
Mstep: Class 2 contains 9694 members
Entering Unmasked Estep
Score: -2481141.500000 Penalty: 3232.736816
Iteration 122Q: 3 clusters Score -2481142 nChanged 27
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Mstep: Class 1 contains 11212 members
Mstep: Class 2 contains 9675 members
Entering Unmasked Estep
Score: -2481143.750000 Penalty: 3232.736816
Iteration 123Q: 3 clusters Score -2481144 nChanged 25
Entering Unmasked Mstep
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Mstep: Class 1 contains 11227 members
Mstep: Class 2 contains 9660 members
Entering Unmasked Estep
Score: -2481142.250000 Penalty: 3232.736816
Iteration 124Q: 3 clusters Score -2481142 nChanged 17
Entering Unmasked Mstep
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Mstep: Class 1 contains 11238 members
Mstep: Class 2 contains 9649 members
Entering Unmasked Estep
Score: -2481148.250000 Penalty: 3232.736816
Iteration 125Q: 3 clusters Score -2481148 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 11255 members
Mstep: Class 2 contains 9632 members
Entering Unmasked Estep
Score: -2481154.000000 Penalty: 3232.736816
Iteration 126Q: 3 clusters Score -2481154 nChanged 18
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Mstep: Class 1 contains 11267 members
Mstep: Class 2 contains 9620 members
Entering Unmasked Estep
Score: -2481157.500000 Penalty: 3232.736816
Iteration 127Q: 3 clusters Score -2481158 nChanged 26
Entering Unmasked Mstep
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Mstep: Class 1 contains 11293 members
Mstep: Class 2 contains 9594 members
Entering Unmasked Estep
Score: -2481159.250000 Penalty: 3232.736816
Iteration 128Q: 3 clusters Score -2481159 nChanged 28
Entering Unmasked Mstep
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Mstep: Class 1 contains 11319 members
Mstep: Class 2 contains 9568 members
Entering Unmasked Estep
Score: -2481161.250000 Penalty: 3232.736816
Iteration 129Q: 3 clusters Score -2481161 nChanged 31
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Mstep: Class 1 contains 11346 members
Mstep: Class 2 contains 9541 members
Entering Unmasked Estep
Score: -2481168.250000 Penalty: 3232.736816
Iteration 130Q: 3 clusters Score -2481168 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 1 contains 11376 members
Mstep: Class 2 contains 9511 members
Entering Unmasked Estep
Score: -2481168.750000 Penalty: 3232.736816
Iteration 131Q: 3 clusters Score -2481169 nChanged 36
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Mstep: Class 1 contains 11408 members
Mstep: Class 2 contains 9479 members
Entering Unmasked Estep
Score: -2481166.750000 Penalty: 3232.736816
Iteration 132Q: 3 clusters Score -2481167 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 1 contains 11436 members
Mstep: Class 2 contains 9451 members
Entering Unmasked Estep
Score: -2481167.500000 Penalty: 3232.736816
Iteration 133Q: 3 clusters Score -2481168 nChanged 35
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Mstep: Class 1 contains 11461 members
Mstep: Class 2 contains 9426 members
Entering Unmasked Estep
Score: -2481170.250000 Penalty: 3232.736816
Iteration 134Q: 3 clusters Score -2481170 nChanged 32
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Mstep: Class 1 contains 11485 members
Mstep: Class 2 contains 9402 members
Entering Unmasked Estep
Score: -2481158.500000 Penalty: 3232.736816
Iteration 135Q: 3 clusters Score -2481158 nChanged 35
Entering Unmasked Mstep
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Mstep: Class 1 contains 11516 members
Mstep: Class 2 contains 9371 members
Entering Unmasked Estep
Score: -2481164.250000 Penalty: 3232.736816
Iteration 136Q: 3 clusters Score -2481164 nChanged 45
Entering Unmasked Mstep
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Mstep: Class 1 contains 11559 members
Mstep: Class 2 contains 9328 members
Entering Unmasked Estep
Score: -2481170.750000 Penalty: 3232.736816
Iteration 137Q: 3 clusters Score -2481171 nChanged 55
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Mstep: Class 1 contains 11600 members
Mstep: Class 2 contains 9287 members
Entering Unmasked Estep
Score: -2481178.500000 Penalty: 3232.736816
Iteration 138Q: 3 clusters Score -2481178 nChanged 55
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Mstep: Class 1 contains 11647 members
Mstep: Class 2 contains 9240 members
Entering Unmasked Estep
Score: -2481192.750000 Penalty: 3232.736816
Iteration 139Q: 3 clusters Score -2481193 nChanged 61
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Mstep: Class 1 contains 11698 members
Mstep: Class 2 contains 9189 members
Entering Unmasked Estep
Score: -2481190.250000 Penalty: 3232.736816
Iteration 140F: 3 clusters Score -2481190 nChanged 61
Entering Unmasked Mstep
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Mstep: Class 1 contains 11749 members
Mstep: Class 2 contains 9138 members
Entering Unmasked Estep
Score: -2481202.250000 Penalty: 3232.736816
Iteration 141Q: 3 clusters Score -2481202 nChanged 79
Entering Unmasked Mstep
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Mstep: Class 1 contains 11812 members
Mstep: Class 2 contains 9075 members
Entering Unmasked Estep
Score: -2481214.000000 Penalty: 3232.736816
Iteration 142Q: 3 clusters Score -2481214 nChanged 91
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Mstep: Class 1 contains 11879 members
Mstep: Class 2 contains 9008 members
Entering Unmasked Estep
Score: -2481221.750000 Penalty: 3232.736816
Iteration 143Q: 3 clusters Score -2481222 nChanged 83
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Mstep: Class 1 contains 11940 members
Mstep: Class 2 contains 8947 members
Entering Unmasked Estep
Score: -2481234.500000 Penalty: 3232.736816
Iteration 144Q: 3 clusters Score -2481234 nChanged 69
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Mstep: Class 1 contains 11997 members
Mstep: Class 2 contains 8890 members
Entering Unmasked Estep
Score: -2481247.500000 Penalty: 3232.736816
Iteration 145Q: 3 clusters Score -2481248 nChanged 70
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Mstep: Class 1 contains 12057 members
Mstep: Class 2 contains 8830 members
Entering Unmasked Estep
Score: -2481256.000000 Penalty: 3232.736816
Iteration 146Q: 3 clusters Score -2481256 nChanged 79
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Mstep: Class 1 contains 12128 members
Mstep: Class 2 contains 8759 members
Entering Unmasked Estep
Score: -2481260.000000 Penalty: 3232.736816
Iteration 147Q: 3 clusters Score -2481260 nChanged 71
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Mstep: Class 1 contains 12189 members
Mstep: Class 2 contains 8698 members
Entering Unmasked Estep
Score: -2481265.500000 Penalty: 3232.736816
Iteration 148Q: 3 clusters Score -2481266 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12252 members
Mstep: Class 2 contains 8635 members
Entering Unmasked Estep
Score: -2481274.250000 Penalty: 3232.736816
Iteration 149Q: 3 clusters Score -2481274 nChanged 67
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Mstep: Class 1 contains 12311 members
Mstep: Class 2 contains 8576 members
Entering Unmasked Estep
Score: -2481281.000000 Penalty: 3232.736816
Iteration 150Q: 3 clusters Score -2481281 nChanged 62
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Mstep: Class 1 contains 12367 members
Mstep: Class 2 contains 8520 members
Entering Unmasked Estep
Score: -2481282.000000 Penalty: 3232.736816
Iteration 151Q: 3 clusters Score -2481282 nChanged 65
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Mstep: Class 1 contains 12428 members
Mstep: Class 2 contains 8459 members
Entering Unmasked Estep
Score: -2481294.500000 Penalty: 3232.736816
Iteration 152Q: 3 clusters Score -2481294 nChanged 70
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12492 members
Mstep: Class 2 contains 8395 members
Entering Unmasked Estep
Score: -2481302.250000 Penalty: 3232.736816
Iteration 153Q: 3 clusters Score -2481302 nChanged 68
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Mstep: Class 1 contains 12556 members
Mstep: Class 2 contains 8331 members
Entering Unmasked Estep
Score: -2481313.250000 Penalty: 3232.736816
Iteration 154Q: 3 clusters Score -2481313 nChanged 78
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Mstep: Class 1 contains 12630 members
Mstep: Class 2 contains 8257 members
Entering Unmasked Estep
Score: -2481327.250000 Penalty: 3232.736816
Iteration 155Q: 3 clusters Score -2481327 nChanged 78
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Mstep: Class 1 contains 12706 members
Mstep: Class 2 contains 8181 members
Entering Unmasked Estep
Score: -2481337.750000 Penalty: 3232.736816
Iteration 156Q: 3 clusters Score -2481338 nChanged 88
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Mstep: Class 1 contains 12790 members
Mstep: Class 2 contains 8097 members
Entering Unmasked Estep
Score: -2481345.000000 Penalty: 3232.736816
Iteration 157Q: 3 clusters Score -2481345 nChanged 87
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Mstep: Class 1 contains 12867 members
Mstep: Class 2 contains 8020 members
Entering Unmasked Estep
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Iteration 158Q: 3 clusters Score -2481355 nChanged 87
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Mstep: Class 1 contains 12952 members
Mstep: Class 2 contains 7935 members
Entering Unmasked Estep
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Iteration 159Q: 3 clusters Score -2481359 nChanged 118
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Mstep: Class 1 contains 13066 members
Mstep: Class 2 contains 7821 members
Entering Unmasked Estep
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Iteration 160F: 3 clusters Score -2481381 nChanged 140
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Mstep: Class 1 contains 13190 members
Mstep: Class 2 contains 7697 members
Entering Unmasked Estep
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Iteration 161Q: 3 clusters Score -2481400 nChanged 152
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Mstep: Class 1 contains 13336 members
Mstep: Class 2 contains 7551 members
Entering Unmasked Estep
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Iteration 162Q: 3 clusters Score -2481444 nChanged 175
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Mstep: Class 1 contains 13507 members
Mstep: Class 2 contains 7380 members
Entering Unmasked Estep
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Iteration 163Q: 3 clusters Score -2481485 nChanged 194
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Mstep: Class 1 contains 13685 members
Mstep: Class 2 contains 7202 members
Entering Unmasked Estep
Score: -2481526.250000 Penalty: 3232.736816
Iteration 164Q: 3 clusters Score -2481526 nChanged 172
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Mstep: Class 1 contains 13855 members
Mstep: Class 2 contains 7032 members
Entering Unmasked Estep
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Iteration 165Q: 3 clusters Score -2481568 nChanged 170
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Mstep: Class 1 contains 14017 members
Mstep: Class 2 contains 6870 members
Entering Unmasked Estep
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Iteration 166Q: 3 clusters Score -2481586 nChanged 172
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Mstep: Class 1 contains 14181 members
Mstep: Class 2 contains 6706 members
Entering Unmasked Estep
Score: -2481624.750000 Penalty: 3232.736816
Iteration 167Q: 3 clusters Score -2481625 nChanged 168
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Mstep: Class 1 contains 14341 members
Mstep: Class 2 contains 6546 members
Entering Unmasked Estep
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Iteration 168Q: 3 clusters Score -2481665 nChanged 172
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Mstep: Class 1 contains 14511 members
Mstep: Class 2 contains 6376 members
Entering Unmasked Estep
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Iteration 169Q: 3 clusters Score -2481695 nChanged 211
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Mstep: Class 1 contains 14720 members
Mstep: Class 2 contains 6167 members
Entering Unmasked Estep
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Iteration 170Q: 3 clusters Score -2481749 nChanged 226
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Mstep: Class 1 contains 14940 members
Mstep: Class 2 contains 5947 members
Entering Unmasked Estep
Score: -2481802.750000 Penalty: 3232.736816
Iteration 171Q: 3 clusters Score -2481803 nChanged 223
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Mstep: Class 1 contains 15163 members
Mstep: Class 2 contains 5724 members
Entering Unmasked Estep
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Iteration 172Q: 3 clusters Score -2481846 nChanged 201
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Mstep: Class 1 contains 15364 members
Mstep: Class 2 contains 5523 members
Entering Unmasked Estep
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Iteration 173Q: 3 clusters Score -2481900 nChanged 222
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Mstep: Class 1 contains 15586 members
Mstep: Class 2 contains 5301 members
Entering Unmasked Estep
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Iteration 174Q: 3 clusters Score -2481968 nChanged 249
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Mstep: Class 1 contains 15835 members
Mstep: Class 2 contains 5052 members
Entering Unmasked Estep
Score: -2482055.000000 Penalty: 3232.736816
Iteration 175Q: 3 clusters Score -2482055 nChanged 268
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Mstep: Class 1 contains 16099 members
Mstep: Class 2 contains 4788 members
Entering Unmasked Estep
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Iteration 176Q: 3 clusters Score -2482142 nChanged 256
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Mstep: Class 1 contains 16355 members
Mstep: Class 2 contains 4532 members
Entering Unmasked Estep
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Iteration 177Q: 3 clusters Score -2482227 nChanged 259
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Mstep: Class 1 contains 16614 members
Mstep: Class 2 contains 4273 members
Entering Unmasked Estep
Score: -2482318.000000 Penalty: 3232.736816
Iteration 178Q: 3 clusters Score -2482318 nChanged 264
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Mstep: Class 1 contains 16878 members
Mstep: Class 2 contains 4009 members
Entering Unmasked Estep
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Iteration 179Q: 3 clusters Score -2482414 nChanged 265
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Mstep: Class 1 contains 17139 members
Mstep: Class 2 contains 3748 members
Entering Unmasked Estep
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Iteration 180F: 3 clusters Score -2482518 nChanged 279
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Mstep: Class 1 contains 17414 members
Mstep: Class 2 contains 3473 members
Entering Unmasked Estep
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Iteration 181Q: 3 clusters Score -2482660 nChanged 266
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Mstep: Class 1 contains 17680 members
Mstep: Class 2 contains 3207 members
Entering Unmasked Estep
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Iteration 182Q: 3 clusters Score -2482766 nChanged 246
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Mstep: Class 1 contains 17926 members
Mstep: Class 2 contains 2961 members
Entering Unmasked Estep
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Iteration 183Q: 3 clusters Score -2482885 nChanged 227
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Mstep: Class 1 contains 18149 members
Mstep: Class 2 contains 2738 members
Entering Unmasked Estep
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Iteration 184Q: 3 clusters Score -2483000 nChanged 238
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Mstep: Class 1 contains 18381 members
Mstep: Class 2 contains 2506 members
Entering Unmasked Estep
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Iteration 185Q: 3 clusters Score -2483123 nChanged 219
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Mstep: Class 1 contains 18596 members
Mstep: Class 2 contains 2291 members
Entering Unmasked Estep
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Iteration 186Q: 3 clusters Score -2483240 nChanged 191
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Mstep: Class 1 contains 18781 members
Mstep: Class 2 contains 2106 members
Entering Unmasked Estep
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Iteration 187Q: 3 clusters Score -2483332 nChanged 175
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Mstep: Class 1 contains 18950 members
Mstep: Class 2 contains 1937 members
Entering Unmasked Estep
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Iteration 188Q: 3 clusters Score -2483435 nChanged 141
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Mstep: Class 1 contains 19091 members
Mstep: Class 2 contains 1796 members
Entering Unmasked Estep
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Iteration 189Q: 3 clusters Score -2483498 nChanged 137
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Mstep: Class 1 contains 19228 members
Mstep: Class 2 contains 1659 members
Entering Unmasked Estep
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Iteration 190Q: 3 clusters Score -2483574 nChanged 136
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Mstep: Class 1 contains 19360 members
Mstep: Class 2 contains 1527 members
Entering Unmasked Estep
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Iteration 191Q: 3 clusters Score -2483631 nChanged 110
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Mstep: Class 1 contains 19470 members
Mstep: Class 2 contains 1417 members
Entering Unmasked Estep
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Iteration 192Q: 3 clusters Score -2483688 nChanged 96
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Mstep: Class 1 contains 19562 members
Mstep: Class 2 contains 1325 members
Entering Unmasked Estep
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Iteration 193Q: 3 clusters Score -2483737 nChanged 85
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Mstep: Class 1 contains 19645 members
Mstep: Class 2 contains 1242 members
Entering Unmasked Estep
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Iteration 194Q: 3 clusters Score -2483768 nChanged 74
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Mstep: Class 1 contains 19717 members
Mstep: Class 2 contains 1170 members
Entering Unmasked Estep
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Iteration 195Q: 3 clusters Score -2483802 nChanged 53
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Mstep: Class 1 contains 19768 members
Mstep: Class 2 contains 1119 members
Entering Unmasked Estep
Score: -2483829.000000 Penalty: 3232.736816
Iteration 196Q: 3 clusters Score -2483829 nChanged 49
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Mstep: Class 1 contains 19815 members
Mstep: Class 2 contains 1072 members
Entering Unmasked Estep
Score: -2483844.750000 Penalty: 3232.736816
Iteration 197Q: 3 clusters Score -2483845 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19864 members
Mstep: Class 2 contains 1023 members
Entering Unmasked Estep
Score: -2483868.250000 Penalty: 3232.736816
Iteration 198Q: 3 clusters Score -2483868 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19910 members
Mstep: Class 2 contains 977 members
Entering Unmasked Estep
Score: -2483878.500000 Penalty: 3232.736816
Iteration 199Q: 3 clusters Score -2483878 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19946 members
Mstep: Class 2 contains 941 members
Entering Unmasked Estep
Score: -2483892.250000 Penalty: 3232.736816
Iteration 200F: 3 clusters Score -2483892 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19985 members
Mstep: Class 2 contains 902 members
Entering Unmasked Estep
Score: -2483917.500000 Penalty: 3232.736816
Iteration 201Q: 3 clusters Score -2483918 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20024 members
Mstep: Class 2 contains 863 members
Entering Unmasked Estep
Score: -2483934.750000 Penalty: 3232.736816
Iteration 202Q: 3 clusters Score -2483935 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20057 members
Mstep: Class 2 contains 830 members
Entering Unmasked Estep
Score: -2483947.750000 Penalty: 3232.736816
Iteration 203Q: 3 clusters Score -2483948 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20086 members
Mstep: Class 2 contains 801 members
Entering Unmasked Estep
Score: -2483961.500000 Penalty: 3232.736816
Iteration 204Q: 3 clusters Score -2483962 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20103 members
Mstep: Class 2 contains 784 members
Entering Unmasked Estep
Score: -2483972.250000 Penalty: 3232.736816
Iteration 205Q: 3 clusters Score -2483972 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20126 members
Mstep: Class 2 contains 761 members
Entering Unmasked Estep
Score: -2483983.250000 Penalty: 3232.736816
Iteration 206Q: 3 clusters Score -2483983 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20143 members
Mstep: Class 2 contains 744 members
Entering Unmasked Estep
Score: -2483990.250000 Penalty: 3232.736816
Iteration 207Q: 3 clusters Score -2483990 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20155 members
Mstep: Class 2 contains 732 members
Entering Unmasked Estep
Score: -2483994.750000 Penalty: 3232.736816
Iteration 208Q: 3 clusters Score -2483995 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20161 members
Mstep: Class 2 contains 726 members
Entering Unmasked Estep
Score: -2483997.250000 Penalty: 3232.736816
Iteration 209Q: 3 clusters Score -2483997 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20168 members
Mstep: Class 2 contains 719 members
Entering Unmasked Estep
Score: -2483996.500000 Penalty: 3232.736816
Iteration 210Q: 3 clusters Score -2483996 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20175 members
Mstep: Class 2 contains 712 members
Entering Unmasked Estep
Score: -2484000.750000 Penalty: 3232.736816
Iteration 211Q: 3 clusters Score -2484001 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20177 members
Mstep: Class 2 contains 710 members
Entering Unmasked Estep
Score: -2484002.250000 Penalty: 3232.736816
Iteration 212Q: 3 clusters Score -2484002 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20178 members
Mstep: Class 2 contains 709 members
Entering Unmasked Estep
Score: -2484003.000000 Penalty: 3232.736816
Iteration 213Q: 3 clusters Score -2484003 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20180 members
Mstep: Class 2 contains 707 members
Entering Unmasked Estep
Score: -2484003.000000 Penalty: 3232.736816
Iteration 214Q: 3 clusters Score -2484003 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20182 members
Mstep: Class 2 contains 705 members
Entering Unmasked Estep
Score: -2484002.750000 Penalty: 3232.736816
Iteration 215Q: 3 clusters Score -2484003 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20185 members
Mstep: Class 2 contains 702 members
Entering Unmasked Estep
Score: -2484005.250000 Penalty: 3232.736816
Iteration 216Q: 3 clusters Score -2484005 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20190 members
Mstep: Class 2 contains 697 members
Entering Unmasked Estep
Score: -2484007.500000 Penalty: 3232.736816
Iteration 217Q: 3 clusters Score -2484008 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20199 members
Mstep: Class 2 contains 688 members
Entering Unmasked Estep
Score: -2484012.500000 Penalty: 3232.736816
Iteration 218Q: 3 clusters Score -2484012 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20209 members
Mstep: Class 2 contains 678 members
Entering Unmasked Estep
Score: -2484016.500000 Penalty: 3232.736816
Iteration 219Q: 3 clusters Score -2484016 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20218 members
Mstep: Class 2 contains 669 members
Entering Unmasked Estep
Score: -2484024.000000 Penalty: 3232.736816
Iteration 220F: 3 clusters Score -2484024 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20226 members
Mstep: Class 2 contains 661 members
Entering Unmasked Estep
Score: -2484026.250000 Penalty: 3232.736816
Iteration 221Q: 3 clusters Score -2484026 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20232 members
Mstep: Class 2 contains 655 members
Entering Unmasked Estep
Score: -2484027.000000 Penalty: 3232.736816
Iteration 222Q: 3 clusters Score -2484027 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20239 members
Mstep: Class 2 contains 648 members
Entering Unmasked Estep
Score: -2484033.250000 Penalty: 3232.736816
Iteration 223Q: 3 clusters Score -2484033 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20247 members
Mstep: Class 2 contains 640 members
Entering Unmasked Estep
Score: -2484035.500000 Penalty: 3232.736816
Iteration 224Q: 3 clusters Score -2484036 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20252 members
Mstep: Class 2 contains 635 members
Entering Unmasked Estep
Score: -2484034.250000 Penalty: 3232.736816
Iteration 225Q: 3 clusters Score -2484034 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20256 members
Mstep: Class 2 contains 631 members
Entering Unmasked Estep
Score: -2484034.000000 Penalty: 3232.736816
Iteration 226Q: 3 clusters Score -2484034 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20260 members
Mstep: Class 2 contains 627 members
Entering Unmasked Estep
Score: -2484039.250000 Penalty: 3232.736816
Iteration 227Q: 3 clusters Score -2484039 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20263 members
Mstep: Class 2 contains 624 members
Entering Unmasked Estep
Score: -2484038.000000 Penalty: 3232.736816
Iteration 228Q: 3 clusters Score -2484038 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20265 members
Mstep: Class 2 contains 622 members
Entering Unmasked Estep
Score: -2484037.000000 Penalty: 3232.736816
Iteration 229Q: 3 clusters Score -2484037 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20266 members
Mstep: Class 2 contains 621 members
Entering Unmasked Estep
Score: -2484038.250000 Penalty: 3232.736816
Iteration 230Q: 3 clusters Score -2484038 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20267 members
Mstep: Class 2 contains 620 members
Entering Unmasked Estep
Score: -2484039.500000 Penalty: 3232.736816
Iteration 231Q: 3 clusters Score -2484040 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20267 members
Mstep: Class 2 contains 620 members
Entering Unmasked Estep
Score: -2484039.500000 Penalty: 3232.736816
Iteration 232F: 3 clusters Score -2484040 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (28484 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28484 members
Entering Unmasked Estep
Score: -3395831.000000 Penalty: 1666.778442
Iteration 0F: 2 clusters Score -3395831 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14320 members
Mstep: Class 2 contains 14164 members
Entering Unmasked Estep
Score: -3376650.500000 Penalty: 3333.556885
Iteration 0F: 3 clusters Score -3376650 nChanged 13151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14955 members
Mstep: Class 2 contains 13529 members
Entering Unmasked Estep
Score: -3383761.750000 Penalty: 3333.556885
Iteration 1F: 3 clusters Score -3383762 nChanged 1330
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15435 members
Mstep: Class 2 contains 13049 members
Entering Unmasked Estep
Score: -3384228.500000 Penalty: 3333.556885
Iteration 2Q: 3 clusters Score -3384228 nChanged 1339
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16116 members
Mstep: Class 2 contains 12368 members
Entering Unmasked Estep
Score: -3384734.250000 Penalty: 3333.556885
Iteration 3Q: 3 clusters Score -3384734 nChanged 1422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17062 members
Mstep: Class 2 contains 11422 members
Entering Unmasked Estep
Score: -3385379.500000 Penalty: 3333.556885
Iteration 4Q: 3 clusters Score -3385380 nChanged 1568
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18282 members
Mstep: Class 2 contains 10202 members
Entering Unmasked Estep
Score: -3386233.250000 Penalty: 3333.556885
Iteration 5F: 3 clusters Score -3386233 nChanged 1730
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19810 members
Mstep: Class 2 contains 8674 members
Entering Unmasked Estep
Score: -3387359.750000 Penalty: 3333.556885
Iteration 6F: 3 clusters Score -3387360 nChanged 1876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21552 members
Mstep: Class 2 contains 6932 members
Entering Unmasked Estep
Score: -3388733.750000 Penalty: 3333.556885
Iteration 7F: 3 clusters Score -3388734 nChanged 1787
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23251 members
Mstep: Class 2 contains 5233 members
Entering Unmasked Estep
Score: -3390115.000000 Penalty: 3333.556885
Iteration 8F: 3 clusters Score -3390115 nChanged 1579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24788 members
Mstep: Class 2 contains 3696 members
Entering Unmasked Estep
Score: -3391422.750000 Penalty: 3333.556885
Iteration 9F: 3 clusters Score -3391423 nChanged 1205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25987 members
Mstep: Class 2 contains 2497 members
Entering Unmasked Estep
Score: -3392468.500000 Penalty: 3333.556885
Iteration 10Q: 3 clusters Score -3392468 nChanged 840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26817 members
Mstep: Class 2 contains 1667 members
Entering Unmasked Estep
Score: -3393188.500000 Penalty: 3333.556885
Iteration 11Q: 3 clusters Score -3393188 nChanged 567
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27378 members
Mstep: Class 2 contains 1106 members
Entering Unmasked Estep
Score: -3393643.000000 Penalty: 3333.556885
Iteration 12Q: 3 clusters Score -3393643 nChanged 334
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27706 members
Mstep: Class 2 contains 778 members
Entering Unmasked Estep
Score: -3393908.750000 Penalty: 3333.556885
Iteration 13Q: 3 clusters Score -3393909 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27895 members
Mstep: Class 2 contains 589 members
Entering Unmasked Estep
Score: -3394051.500000 Penalty: 3333.556885
Iteration 14Q: 3 clusters Score -3394052 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28014 members
Mstep: Class 2 contains 470 members
Entering Unmasked Estep
Score: -3394162.000000 Penalty: 3333.556885
Iteration 15Q: 3 clusters Score -3394162 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28086 members
Mstep: Class 2 contains 398 members
Entering Unmasked Estep
Score: -3394236.250000 Penalty: 3333.556885
Iteration 16Q: 3 clusters Score -3394236 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28134 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -3394286.000000 Penalty: 3333.556885
Iteration 17Q: 3 clusters Score -3394286 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28163 members
Mstep: Class 2 contains 321 members
Entering Unmasked Estep
Score: -3394319.000000 Penalty: 3333.556885
Iteration 18Q: 3 clusters Score -3394319 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28184 members
Mstep: Class 2 contains 300 members
Entering Unmasked Estep
Score: -3394334.750000 Penalty: 3333.556885
Iteration 19Q: 3 clusters Score -3394335 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28196 members
Mstep: Class 2 contains 288 members
Entering Unmasked Estep
Score: -3394348.250000 Penalty: 3333.556885
Iteration 20F: 3 clusters Score -3394348 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28208 members
Mstep: Class 2 contains 276 members
Entering Unmasked Estep
Score: -3394370.250000 Penalty: 3333.556885
Iteration 21Q: 3 clusters Score -3394370 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28216 members
Mstep: Class 2 contains 268 members
Entering Unmasked Estep
Score: -3394378.750000 Penalty: 3333.556885
Iteration 22Q: 3 clusters Score -3394379 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28223 members
Mstep: Class 2 contains 261 members
Entering Unmasked Estep
Score: -3394390.750000 Penalty: 3333.556885
Iteration 23Q: 3 clusters Score -3394391 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28227 members
Mstep: Class 2 contains 257 members
Entering Unmasked Estep
Score: -3394399.250000 Penalty: 3333.556885
Iteration 24Q: 3 clusters Score -3394399 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28229 members
Mstep: Class 2 contains 255 members
Entering Unmasked Estep
Score: -3394398.250000 Penalty: 3333.556885
Iteration 25Q: 3 clusters Score -3394398 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28228 members
Mstep: Class 2 contains 256 members
Entering Unmasked Estep
Score: -3394398.250000 Penalty: 3333.556885
Iteration 26Q: 3 clusters Score -3394398 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28228 members
Mstep: Class 2 contains 256 members
Entering Unmasked Estep
Score: -3394398.250000 Penalty: 3333.556885
Iteration 27F: 3 clusters Score -3394398 nChanged 0
Entering ConstructFrom:
Trying to split cluster 11 (2413 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2413 members
Entering Unmasked Estep
Score: -249940.828125 Penalty: 1265.651733
Iteration 0F: 2 clusters Score -249940.8 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1165 members
Mstep: Class 2 contains 1248 members
Entering Unmasked Estep
Score: -247607.875000 Penalty: 2531.303467
Iteration 0F: 3 clusters Score -247607.9 nChanged 900
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1115 members
Mstep: Class 2 contains 1298 members
Entering Unmasked Estep
Score: -248241.328125 Penalty: 2531.303467
Iteration 1F: 3 clusters Score -248241.3 nChanged 225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1106 members
Mstep: Class 2 contains 1307 members
Entering Unmasked Estep
Score: -248478.593750 Penalty: 2531.303467
Iteration 2F: 3 clusters Score -248478.6 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1116 members
Mstep: Class 2 contains 1297 members
Entering Unmasked Estep
Score: -248667.031250 Penalty: 2531.303467
Iteration 3F: 3 clusters Score -248667 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1150 members
Mstep: Class 2 contains 1263 members
Entering Unmasked Estep
Score: -248809.843750 Penalty: 2531.303467
Iteration 4F: 3 clusters Score -248809.8 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1198 members
Mstep: Class 2 contains 1215 members
Entering Unmasked Estep
Score: -248906.984375 Penalty: 2531.303467
Iteration 5Q: 3 clusters Score -248907 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1258 members
Mstep: Class 2 contains 1155 members
Entering Unmasked Estep
Score: -249010.328125 Penalty: 2531.303467
Iteration 6Q: 3 clusters Score -249010.3 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1313 members
Mstep: Class 2 contains 1100 members
Entering Unmasked Estep
Score: -249104.656250 Penalty: 2531.303467
Iteration 7Q: 3 clusters Score -249104.7 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1380 members
Mstep: Class 2 contains 1033 members
Entering Unmasked Estep
Score: -249196.015625 Penalty: 2531.303467
Iteration 8Q: 3 clusters Score -249196 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1438 members
Mstep: Class 2 contains 975 members
Entering Unmasked Estep
Score: -249277.906250 Penalty: 2531.303467
Iteration 9Q: 3 clusters Score -249277.9 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1505 members
Mstep: Class 2 contains 908 members
Entering Unmasked Estep
Score: -249344.187500 Penalty: 2531.303467
Iteration 10Q: 3 clusters Score -249344.2 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1557 members
Mstep: Class 2 contains 856 members
Entering Unmasked Estep
Score: -249396.125000 Penalty: 2531.303467
Iteration 11Q: 3 clusters Score -249396.1 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1608 members
Mstep: Class 2 contains 805 members
Entering Unmasked Estep
Score: -249449.250000 Penalty: 2531.303467
Iteration 12Q: 3 clusters Score -249449.2 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1646 members
Mstep: Class 2 contains 767 members
Entering Unmasked Estep
Score: -249491.015625 Penalty: 2531.303467
Iteration 13Q: 3 clusters Score -249491 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1682 members
Mstep: Class 2 contains 731 members
Entering Unmasked Estep
Score: -249525.468750 Penalty: 2531.303467
Iteration 14Q: 3 clusters Score -249525.5 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1713 members
Mstep: Class 2 contains 700 members
Entering Unmasked Estep
Score: -249565.812500 Penalty: 2531.303467
Iteration 15Q: 3 clusters Score -249565.8 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1743 members
Mstep: Class 2 contains 670 members
Entering Unmasked Estep
Score: -249607.656250 Penalty: 2531.303467
Iteration 16Q: 3 clusters Score -249607.7 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1773 members
Mstep: Class 2 contains 640 members
Entering Unmasked Estep
Score: -249646.484375 Penalty: 2531.303467
Iteration 17Q: 3 clusters Score -249646.5 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1796 members
Mstep: Class 2 contains 617 members
Entering Unmasked Estep
Score: -249671.281250 Penalty: 2531.303467
Iteration 18Q: 3 clusters Score -249671.3 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1811 members
Mstep: Class 2 contains 602 members
Entering Unmasked Estep
Score: -249687.343750 Penalty: 2531.303467
Iteration 19Q: 3 clusters Score -249687.3 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1827 members
Mstep: Class 2 contains 586 members
Entering Unmasked Estep
Score: -249702.937500 Penalty: 2531.303467
Iteration 20F: 3 clusters Score -249702.9 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1843 members
Mstep: Class 2 contains 570 members
Entering Unmasked Estep
Score: -249720.781250 Penalty: 2531.303467
Iteration 21Q: 3 clusters Score -249720.8 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1853 members
Mstep: Class 2 contains 560 members
Entering Unmasked Estep
Score: -249732.968750 Penalty: 2531.303467
Iteration 22Q: 3 clusters Score -249733 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1858 members
Mstep: Class 2 contains 555 members
Entering Unmasked Estep
Score: -249741.859375 Penalty: 2531.303467
Iteration 23Q: 3 clusters Score -249741.9 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1866 members
Mstep: Class 2 contains 547 members
Entering Unmasked Estep
Score: -249752.078125 Penalty: 2531.303467
Iteration 24Q: 3 clusters Score -249752.1 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1876 members
Mstep: Class 2 contains 537 members
Entering Unmasked Estep
Score: -249761.578125 Penalty: 2531.303467
Iteration 25Q: 3 clusters Score -249761.6 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1882 members
Mstep: Class 2 contains 531 members
Entering Unmasked Estep
Score: -249770.453125 Penalty: 2531.303467
Iteration 26Q: 3 clusters Score -249770.5 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1887 members
Mstep: Class 2 contains 526 members
Entering Unmasked Estep
Score: -249779.671875 Penalty: 2531.303467
Iteration 27Q: 3 clusters Score -249779.7 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1898 members
Mstep: Class 2 contains 515 members
Entering Unmasked Estep
Score: -249796.140625 Penalty: 2531.303467
Iteration 28Q: 3 clusters Score -249796.1 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1906 members
Mstep: Class 2 contains 507 members
Entering Unmasked Estep
Score: -249810.859375 Penalty: 2531.303467
Iteration 29Q: 3 clusters Score -249810.9 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1912 members
Mstep: Class 2 contains 501 members
Entering Unmasked Estep
Score: -249823.109375 Penalty: 2531.303467
Iteration 30Q: 3 clusters Score -249823.1 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1908 members
Mstep: Class 2 contains 505 members
Entering Unmasked Estep
Score: -249828.359375 Penalty: 2531.303467
Iteration 31Q: 3 clusters Score -249828.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1907 members
Mstep: Class 2 contains 506 members
Entering Unmasked Estep
Score: -249835.984375 Penalty: 2531.303467
Iteration 32Q: 3 clusters Score -249836 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1908 members
Mstep: Class 2 contains 505 members
Entering Unmasked Estep
Score: -249839.062500 Penalty: 2531.303467
Iteration 33Q: 3 clusters Score -249839.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1906 members
Mstep: Class 2 contains 507 members
Entering Unmasked Estep
Score: -249840.343750 Penalty: 2531.303467
Iteration 34Q: 3 clusters Score -249840.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1906 members
Mstep: Class 2 contains 507 members
Entering Unmasked Estep
Score: -249840.343750 Penalty: 2531.303467
Iteration 35F: 3 clusters Score -249840.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 12 (1753 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1753 members
Entering Unmasked Estep
Score: -201650.156250 Penalty: 1213.726074
Iteration 0F: 2 clusters Score -201650.2 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 850 members
Entering Unmasked Estep
Score: -199761.234375 Penalty: 2427.452148
Iteration 0F: 3 clusters Score -199761.2 nChanged 597
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 962 members
Mstep: Class 2 contains 791 members
Entering Unmasked Estep
Score: -200159.328125 Penalty: 2427.452148
Iteration 1F: 3 clusters Score -200159.3 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1002 members
Mstep: Class 2 contains 751 members
Entering Unmasked Estep
Score: -200257.406250 Penalty: 2427.452148
Iteration 2F: 3 clusters Score -200257.4 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1041 members
Mstep: Class 2 contains 712 members
Entering Unmasked Estep
Score: -200327.750000 Penalty: 2427.452148
Iteration 3Q: 3 clusters Score -200327.8 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1068 members
Mstep: Class 2 contains 685 members
Entering Unmasked Estep
Score: -200375.468750 Penalty: 2427.452148
Iteration 4Q: 3 clusters Score -200375.5 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1089 members
Mstep: Class 2 contains 664 members
Entering Unmasked Estep
Score: -200431.671875 Penalty: 2427.452148
Iteration 5Q: 3 clusters Score -200431.7 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1112 members
Mstep: Class 2 contains 641 members
Entering Unmasked Estep
Score: -200464.687500 Penalty: 2427.452148
Iteration 6Q: 3 clusters Score -200464.7 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1136 members
Mstep: Class 2 contains 617 members
Entering Unmasked Estep
Score: -200483.937500 Penalty: 2427.452148
Iteration 7Q: 3 clusters Score -200483.9 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1155 members
Mstep: Class 2 contains 598 members
Entering Unmasked Estep
Score: -200505.125000 Penalty: 2427.452148
Iteration 8Q: 3 clusters Score -200505.1 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1173 members
Mstep: Class 2 contains 580 members
Entering Unmasked Estep
Score: -200527.625000 Penalty: 2427.452148
Iteration 9Q: 3 clusters Score -200527.6 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1195 members
Mstep: Class 2 contains 558 members
Entering Unmasked Estep
Score: -200551.281250 Penalty: 2427.452148
Iteration 10Q: 3 clusters Score -200551.3 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1214 members
Mstep: Class 2 contains 539 members
Entering Unmasked Estep
Score: -200585.187500 Penalty: 2427.452148
Iteration 11Q: 3 clusters Score -200585.2 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1236 members
Mstep: Class 2 contains 517 members
Entering Unmasked Estep
Score: -200615.281250 Penalty: 2427.452148
Iteration 12Q: 3 clusters Score -200615.3 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1255 members
Mstep: Class 2 contains 498 members
Entering Unmasked Estep
Score: -200654.953125 Penalty: 2427.452148
Iteration 13Q: 3 clusters Score -200655 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1273 members
Mstep: Class 2 contains 480 members
Entering Unmasked Estep
Score: -200702.046875 Penalty: 2427.452148
Iteration 14Q: 3 clusters Score -200702 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1278 members
Mstep: Class 2 contains 475 members
Entering Unmasked Estep
Score: -200754.734375 Penalty: 2427.452148
Iteration 15Q: 3 clusters Score -200754.7 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1285 members
Mstep: Class 2 contains 468 members
Entering Unmasked Estep
Score: -200814.062500 Penalty: 2427.452148
Iteration 16Q: 3 clusters Score -200814.1 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1294 members
Mstep: Class 2 contains 459 members
Entering Unmasked Estep
Score: -200894.515625 Penalty: 2427.452148
Iteration 17Q: 3 clusters Score -200894.5 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1321 members
Mstep: Class 2 contains 432 members
Entering Unmasked Estep
Score: -200977.531250 Penalty: 2427.452148
Iteration 18Q: 3 clusters Score -200977.5 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1341 members
Mstep: Class 2 contains 412 members
Entering Unmasked Estep
Score: -201054.078125 Penalty: 2427.452148
Iteration 19Q: 3 clusters Score -201054.1 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1360 members
Mstep: Class 2 contains 393 members
Entering Unmasked Estep
Score: -201102.734375 Penalty: 2427.452148
Iteration 20F: 3 clusters Score -201102.7 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1382 members
Mstep: Class 2 contains 371 members
Entering Unmasked Estep
Score: -201144.343750 Penalty: 2427.452148
Iteration 21Q: 3 clusters Score -201144.3 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1399 members
Mstep: Class 2 contains 354 members
Entering Unmasked Estep
Score: -201177.500000 Penalty: 2427.452148
Iteration 22Q: 3 clusters Score -201177.5 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1411 members
Mstep: Class 2 contains 342 members
Entering Unmasked Estep
Score: -201205.812500 Penalty: 2427.452148
Iteration 23Q: 3 clusters Score -201205.8 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1419 members
Mstep: Class 2 contains 334 members
Entering Unmasked Estep
Score: -201240.375000 Penalty: 2427.452148
Iteration 24Q: 3 clusters Score -201240.4 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1432 members
Mstep: Class 2 contains 321 members
Entering Unmasked Estep
Score: -201270.718750 Penalty: 2427.452148
Iteration 25Q: 3 clusters Score -201270.7 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1445 members
Mstep: Class 2 contains 308 members
Entering Unmasked Estep
Score: -201295.437500 Penalty: 2427.452148
Iteration 26Q: 3 clusters Score -201295.4 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1461 members
Mstep: Class 2 contains 292 members
Entering Unmasked Estep
Score: -201338.046875 Penalty: 2427.452148
Iteration 27Q: 3 clusters Score -201338 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1473 members
Mstep: Class 2 contains 280 members
Entering Unmasked Estep
Score: -201364.984375 Penalty: 2427.452148
Iteration 28Q: 3 clusters Score -201365 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1480 members
Mstep: Class 2 contains 273 members
Entering Unmasked Estep
Score: -201377.687500 Penalty: 2427.452148
Iteration 29Q: 3 clusters Score -201377.7 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1486 members
Mstep: Class 2 contains 267 members
Entering Unmasked Estep
Score: -201387.953125 Penalty: 2427.452148
Iteration 30Q: 3 clusters Score -201388 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1489 members
Mstep: Class 2 contains 264 members
Entering Unmasked Estep
Score: -201393.234375 Penalty: 2427.452148
Iteration 31Q: 3 clusters Score -201393.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1491 members
Mstep: Class 2 contains 262 members
Entering Unmasked Estep
Score: -201399.109375 Penalty: 2427.452148
Iteration 32Q: 3 clusters Score -201399.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1495 members
Mstep: Class 2 contains 258 members
Entering Unmasked Estep
Score: -201405.640625 Penalty: 2427.452148
Iteration 33Q: 3 clusters Score -201405.6 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1500 members
Mstep: Class 2 contains 253 members
Entering Unmasked Estep
Score: -201422.328125 Penalty: 2427.452148
Iteration 34Q: 3 clusters Score -201422.3 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1508 members
Mstep: Class 2 contains 245 members
Entering Unmasked Estep
Score: -201441.812500 Penalty: 2427.452148
Iteration 35Q: 3 clusters Score -201441.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1511 members
Mstep: Class 2 contains 242 members
Entering Unmasked Estep
Score: -201448.250000 Penalty: 2427.452148
Iteration 36Q: 3 clusters Score -201448.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1511 members
Mstep: Class 2 contains 242 members
Entering Unmasked Estep
Score: -201448.250000 Penalty: 2427.452148
Iteration 37F: 3 clusters Score -201448.2 nChanged 0
Entering ConstructFrom:
Trying to split cluster 13 (483 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 483 members
Entering Unmasked Estep
Score: -50301.121094 Penalty: 1004.252686
Iteration 0F: 2 clusters Score -50301.12 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 233 members
Mstep: Class 2 contains 250 members
Entering Unmasked Estep
Score: -49264.703125 Penalty: 2008.505371
Iteration 0F: 3 clusters Score -49264.7 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 231 members
Mstep: Class 2 contains 252 members
Entering Unmasked Estep
Score: -49459.785156 Penalty: 2008.505371
Iteration 1F: 3 clusters Score -49459.79 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 226 members
Mstep: Class 2 contains 257 members
Entering Unmasked Estep
Score: -49534.148438 Penalty: 2008.505371
Iteration 2F: 3 clusters Score -49534.15 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 215 members
Mstep: Class 2 contains 268 members
Entering Unmasked Estep
Score: -49581.617188 Penalty: 2008.505371
Iteration 3Q: 3 clusters Score -49581.62 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 208 members
Mstep: Class 2 contains 275 members
Entering Unmasked Estep
Score: -49625.238281 Penalty: 2008.505371
Iteration 4Q: 3 clusters Score -49625.24 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 197 members
Mstep: Class 2 contains 286 members
Entering Unmasked Estep
Score: -49655.316406 Penalty: 2008.505371
Iteration 5Q: 3 clusters Score -49655.32 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 191 members
Mstep: Class 2 contains 292 members
Entering Unmasked Estep
Score: -49699.839844 Penalty: 2008.505371
Iteration 6Q: 3 clusters Score -49699.84 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 186 members
Mstep: Class 2 contains 297 members
Entering Unmasked Estep
Score: -49768.468750 Penalty: 2008.505371
Iteration 7Q: 3 clusters Score -49768.47 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 180 members
Mstep: Class 2 contains 303 members
Entering Unmasked Estep
Score: -49808.253906 Penalty: 2008.505371
Iteration 8Q: 3 clusters Score -49808.25 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 178 members
Mstep: Class 2 contains 305 members
Entering Unmasked Estep
Score: -49882.589844 Penalty: 2008.505371
Iteration 9Q: 3 clusters Score -49882.59 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176 members
Mstep: Class 2 contains 307 members
Entering Unmasked Estep
Score: -49975.363281 Penalty: 2008.505371
Iteration 10Q: 3 clusters Score -49975.36 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 170 members
Mstep: Class 2 contains 313 members
Entering Unmasked Estep
Score: -50032.871094 Penalty: 2008.505371
Iteration 11Q: 3 clusters Score -50032.87 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166 members
Mstep: Class 2 contains 317 members
Entering Unmasked Estep
Score: -50075.570312 Penalty: 2008.505371
Iteration 12Q: 3 clusters Score -50075.57 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 159 members
Mstep: Class 2 contains 324 members
Entering Unmasked Estep
Score: -50142.160156 Penalty: 2008.505371
Iteration 13Q: 3 clusters Score -50142.16 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158 members
Mstep: Class 2 contains 325 members
Entering Unmasked Estep
Score: -50166.195312 Penalty: 2008.505371
Iteration 14Q: 3 clusters Score -50166.2 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 156 members
Mstep: Class 2 contains 327 members
Entering Unmasked Estep
Score: -50189.480469 Penalty: 2008.505371
Iteration 15Q: 3 clusters Score -50189.48 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152 members
Mstep: Class 2 contains 331 members
Entering Unmasked Estep
Score: -50221.183594 Penalty: 2008.505371
Iteration 16Q: 3 clusters Score -50221.18 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151 members
Mstep: Class 2 contains 332 members
Entering Unmasked Estep
Score: -50224.488281 Penalty: 2008.505371
Iteration 17Q: 3 clusters Score -50224.49 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149 members
Mstep: Class 2 contains 334 members
Entering Unmasked Estep
Score: -50230.078125 Penalty: 2008.505371
Iteration 18Q: 3 clusters Score -50230.08 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149 members
Mstep: Class 2 contains 334 members
Entering Unmasked Estep
Score: -50232.960938 Penalty: 2008.505371
Iteration 19Q: 3 clusters Score -50232.96 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149 members
Mstep: Class 2 contains 334 members
Entering Unmasked Estep
Score: -50232.960938 Penalty: 2008.505371
Iteration 20F: 3 clusters Score -50232.96 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (44525 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44525 members
Entering Unmasked Estep
Score: -5280832.500000 Penalty: 1739.368408
Iteration 0F: 2 clusters Score -5280832 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22347 members
Mstep: Class 2 contains 22178 members
Entering Unmasked Estep
Score: -5251013.000000 Penalty: 3478.736816
Iteration 0F: 3 clusters Score -5251013 nChanged 20830
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22751 members
Mstep: Class 2 contains 21774 members
Entering Unmasked Estep
Score: -5262552.000000 Penalty: 3478.736816
Iteration 1F: 3 clusters Score -5262552 nChanged 1581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22938 members
Mstep: Class 2 contains 21587 members
Entering Unmasked Estep
Score: -5262916.500000 Penalty: 3478.736816
Iteration 2Q: 3 clusters Score -5262916 nChanged 1460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23234 members
Mstep: Class 2 contains 21291 members
Entering Unmasked Estep
Score: -5263295.000000 Penalty: 3478.736816
Iteration 3Q: 3 clusters Score -5263295 nChanged 1533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23699 members
Mstep: Class 2 contains 20826 members
Entering Unmasked Estep
Score: -5263698.500000 Penalty: 3478.736816
Iteration 4Q: 3 clusters Score -5263698 nChanged 1616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24393 members
Mstep: Class 2 contains 20132 members
Entering Unmasked Estep
Score: -5264250.500000 Penalty: 3478.736816
Iteration 5Q: 3 clusters Score -5264250 nChanged 1786
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25411 members
Mstep: Class 2 contains 19114 members
Entering Unmasked Estep
Score: -5265001.500000 Penalty: 3478.736816
Iteration 6Q: 3 clusters Score -5265002 nChanged 2043
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26850 members
Mstep: Class 2 contains 17675 members
Entering Unmasked Estep
Score: -5266011.000000 Penalty: 3478.736816
Iteration 7Q: 3 clusters Score -5266011 nChanged 2423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28801 members
Mstep: Class 2 contains 15724 members
Entering Unmasked Estep
Score: -5267441.000000 Penalty: 3478.736816
Iteration 8F: 3 clusters Score -5267441 nChanged 2630
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31137 members
Mstep: Class 2 contains 13388 members
Entering Unmasked Estep
Score: -5269255.500000 Penalty: 3478.736816
Iteration 9F: 3 clusters Score -5269256 nChanged 2769
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33676 members
Mstep: Class 2 contains 10849 members
Entering Unmasked Estep
Score: -5271355.500000 Penalty: 3478.736816
Iteration 10F: 3 clusters Score -5271356 nChanged 2616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36168 members
Mstep: Class 2 contains 8357 members
Entering Unmasked Estep
Score: -5273454.000000 Penalty: 3478.736816
Iteration 11F: 3 clusters Score -5273454 nChanged 2205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38309 members
Mstep: Class 2 contains 6216 members
Entering Unmasked Estep
Score: -5275166.000000 Penalty: 3478.736816
Iteration 12Q: 3 clusters Score -5275166 nChanged 1702
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39989 members
Mstep: Class 2 contains 4536 members
Entering Unmasked Estep
Score: -5276448.500000 Penalty: 3478.736816
Iteration 13Q: 3 clusters Score -5276448 nChanged 1209
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41186 members
Mstep: Class 2 contains 3339 members
Entering Unmasked Estep
Score: -5277317.500000 Penalty: 3478.736816
Iteration 14Q: 3 clusters Score -5277318 nChanged 876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42056 members
Mstep: Class 2 contains 2469 members
Entering Unmasked Estep
Score: -5277905.000000 Penalty: 3478.736816
Iteration 15Q: 3 clusters Score -5277905 nChanged 662
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42712 members
Mstep: Class 2 contains 1813 members
Entering Unmasked Estep
Score: -5278352.000000 Penalty: 3478.736816
Iteration 16Q: 3 clusters Score -5278352 nChanged 466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43174 members
Mstep: Class 2 contains 1351 members
Entering Unmasked Estep
Score: -5278710.000000 Penalty: 3478.736816
Iteration 17Q: 3 clusters Score -5278710 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43507 members
Mstep: Class 2 contains 1018 members
Entering Unmasked Estep
Score: -5278986.000000 Penalty: 3478.736816
Iteration 18Q: 3 clusters Score -5278986 nChanged 228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43717 members
Mstep: Class 2 contains 808 members
Entering Unmasked Estep
Score: -5279182.000000 Penalty: 3478.736816
Iteration 19Q: 3 clusters Score -5279182 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43864 members
Mstep: Class 2 contains 661 members
Entering Unmasked Estep
Score: -5279311.000000 Penalty: 3478.736816
Iteration 20F: 3 clusters Score -5279311 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43962 members
Mstep: Class 2 contains 563 members
Entering Unmasked Estep
Score: -5279387.000000 Penalty: 3478.736816
Iteration 21Q: 3 clusters Score -5279387 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44009 members
Mstep: Class 2 contains 516 members
Entering Unmasked Estep
Score: -5279442.500000 Penalty: 3478.736816
Iteration 22Q: 3 clusters Score -5279442 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44036 members
Mstep: Class 2 contains 489 members
Entering Unmasked Estep
Score: -5279471.000000 Penalty: 3478.736816
Iteration 23Q: 3 clusters Score -5279471 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44058 members
Mstep: Class 2 contains 467 members
Entering Unmasked Estep
Score: -5279483.500000 Penalty: 3478.736816
Iteration 24Q: 3 clusters Score -5279484 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44071 members
Mstep: Class 2 contains 454 members
Entering Unmasked Estep
Score: -5279512.000000 Penalty: 3478.736816
Iteration 25Q: 3 clusters Score -5279512 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44081 members
Mstep: Class 2 contains 444 members
Entering Unmasked Estep
Score: -5279525.000000 Penalty: 3478.736816
Iteration 26Q: 3 clusters Score -5279525 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44087 members
Mstep: Class 2 contains 438 members
Entering Unmasked Estep
Score: -5279539.500000 Penalty: 3478.736816
Iteration 27Q: 3 clusters Score -5279540 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44095 members
Mstep: Class 2 contains 430 members
Entering Unmasked Estep
Score: -5279548.000000 Penalty: 3478.736816
Iteration 28Q: 3 clusters Score -5279548 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44102 members
Mstep: Class 2 contains 423 members
Entering Unmasked Estep
Score: -5279545.000000 Penalty: 3478.736816
Iteration 29Q: 3 clusters Score -5279545 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44107 members
Mstep: Class 2 contains 418 members
Entering Unmasked Estep
Score: -5279555.500000 Penalty: 3478.736816
Iteration 30Q: 3 clusters Score -5279556 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44106 members
Mstep: Class 2 contains 419 members
Entering Unmasked Estep
Score: -5279558.000000 Penalty: 3478.736816
Iteration 31Q: 3 clusters Score -5279558 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44106 members
Mstep: Class 2 contains 419 members
Entering Unmasked Estep
Score: -5279556.000000 Penalty: 3478.736816
Iteration 32Q: 3 clusters Score -5279556 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44108 members
Mstep: Class 2 contains 417 members
Entering Unmasked Estep
Score: -5279560.500000 Penalty: 3478.736816
Iteration 33Q: 3 clusters Score -5279560 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44111 members
Mstep: Class 2 contains 414 members
Entering Unmasked Estep
Score: -5279566.500000 Penalty: 3478.736816
Iteration 34Q: 3 clusters Score -5279566 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44114 members
Mstep: Class 2 contains 411 members
Entering Unmasked Estep
Score: -5279562.000000 Penalty: 3478.736816
Iteration 35Q: 3 clusters Score -5279562 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44113 members
Mstep: Class 2 contains 412 members
Entering Unmasked Estep
Score: -5279565.000000 Penalty: 3478.736816
Iteration 36Q: 3 clusters Score -5279565 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44114 members
Mstep: Class 2 contains 411 members
Entering Unmasked Estep
Score: -5279569.000000 Penalty: 3478.736816
Iteration 37Q: 3 clusters Score -5279569 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44114 members
Mstep: Class 2 contains 411 members
Entering Unmasked Estep
Score: -5279572.500000 Penalty: 3478.736816
Iteration 38Q: 3 clusters Score -5279572 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44116 members
Mstep: Class 2 contains 409 members
Entering Unmasked Estep
Score: -5279574.000000 Penalty: 3478.736816
Iteration 39Q: 3 clusters Score -5279574 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44120 members
Mstep: Class 2 contains 405 members
Entering Unmasked Estep
Score: -5279580.500000 Penalty: 3478.736816
Iteration 40F: 3 clusters Score -5279580 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44123 members
Mstep: Class 2 contains 402 members
Entering Unmasked Estep
Score: -5279581.500000 Penalty: 3478.736816
Iteration 41Q: 3 clusters Score -5279582 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44125 members
Mstep: Class 2 contains 400 members
Entering Unmasked Estep
Score: -5279584.000000 Penalty: 3478.736816
Iteration 42Q: 3 clusters Score -5279584 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44127 members
Mstep: Class 2 contains 398 members
Entering Unmasked Estep
Score: -5279586.500000 Penalty: 3478.736816
Iteration 43Q: 3 clusters Score -5279586 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44127 members
Mstep: Class 2 contains 398 members
Entering Unmasked Estep
Score: -5279586.500000 Penalty: 3478.736816
Iteration 44F: 3 clusters Score -5279586 nChanged 0
Entering ConstructFrom:
Trying to split cluster 15 (2088 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2088 members
Entering Unmasked Estep
Score: -237275.828125 Penalty: 1242.143799
Iteration 0F: 2 clusters Score -237275.8 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1060 members
Mstep: Class 2 contains 1028 members
Entering Unmasked Estep
Score: -235099.734375 Penalty: 2484.287598
Iteration 0F: 3 clusters Score -235099.7 nChanged 763
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1101 members
Mstep: Class 2 contains 987 members
Entering Unmasked Estep
Score: -235562.906250 Penalty: 2484.287598
Iteration 1F: 3 clusters Score -235562.9 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1102 members
Mstep: Class 2 contains 986 members
Entering Unmasked Estep
Score: -235704.968750 Penalty: 2484.287598
Iteration 2F: 3 clusters Score -235705 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1097 members
Mstep: Class 2 contains 991 members
Entering Unmasked Estep
Score: -235784.781250 Penalty: 2484.287598
Iteration 3F: 3 clusters Score -235784.8 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1088 members
Mstep: Class 2 contains 1000 members
Entering Unmasked Estep
Score: -235845.296875 Penalty: 2484.287598
Iteration 4Q: 3 clusters Score -235845.3 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1096 members
Mstep: Class 2 contains 992 members
Entering Unmasked Estep
Score: -235886.531250 Penalty: 2484.287598
Iteration 5Q: 3 clusters Score -235886.5 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1094 members
Mstep: Class 2 contains 994 members
Entering Unmasked Estep
Score: -235921.484375 Penalty: 2484.287598
Iteration 6Q: 3 clusters Score -235921.5 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1088 members
Mstep: Class 2 contains 1000 members
Entering Unmasked Estep
Score: -235946.359375 Penalty: 2484.287598
Iteration 7Q: 3 clusters Score -235946.4 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1084 members
Mstep: Class 2 contains 1004 members
Entering Unmasked Estep
Score: -235961.281250 Penalty: 2484.287598
Iteration 8Q: 3 clusters Score -235961.3 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1074 members
Mstep: Class 2 contains 1014 members
Entering Unmasked Estep
Score: -235973.296875 Penalty: 2484.287598
Iteration 9Q: 3 clusters Score -235973.3 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1065 members
Mstep: Class 2 contains 1023 members
Entering Unmasked Estep
Score: -235985.718750 Penalty: 2484.287598
Iteration 10Q: 3 clusters Score -235985.7 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1061 members
Mstep: Class 2 contains 1027 members
Entering Unmasked Estep
Score: -236000.140625 Penalty: 2484.287598
Iteration 11Q: 3 clusters Score -236000.1 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1054 members
Mstep: Class 2 contains 1034 members
Entering Unmasked Estep
Score: -236011.484375 Penalty: 2484.287598
Iteration 12Q: 3 clusters Score -236011.5 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1050 members
Mstep: Class 2 contains 1038 members
Entering Unmasked Estep
Score: -236022.484375 Penalty: 2484.287598
Iteration 13Q: 3 clusters Score -236022.5 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1040 members
Mstep: Class 2 contains 1048 members
Entering Unmasked Estep
Score: -236032.921875 Penalty: 2484.287598
Iteration 14Q: 3 clusters Score -236032.9 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1036 members
Mstep: Class 2 contains 1052 members
Entering Unmasked Estep
Score: -236042.312500 Penalty: 2484.287598
Iteration 15Q: 3 clusters Score -236042.3 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1035 members
Mstep: Class 2 contains 1053 members
Entering Unmasked Estep
Score: -236052.375000 Penalty: 2484.287598
Iteration 16Q: 3 clusters Score -236052.4 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1036 members
Mstep: Class 2 contains 1052 members
Entering Unmasked Estep
Score: -236063.156250 Penalty: 2484.287598
Iteration 17Q: 3 clusters Score -236063.2 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1027 members
Mstep: Class 2 contains 1061 members
Entering Unmasked Estep
Score: -236075.703125 Penalty: 2484.287598
Iteration 18Q: 3 clusters Score -236075.7 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1019 members
Mstep: Class 2 contains 1069 members
Entering Unmasked Estep
Score: -236089.843750 Penalty: 2484.287598
Iteration 19Q: 3 clusters Score -236089.8 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1013 members
Mstep: Class 2 contains 1075 members
Entering Unmasked Estep
Score: -236106.171875 Penalty: 2484.287598
Iteration 20F: 3 clusters Score -236106.2 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1002 members
Mstep: Class 2 contains 1086 members
Entering Unmasked Estep
Score: -236128.218750 Penalty: 2484.287598
Iteration 21Q: 3 clusters Score -236128.2 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 990 members
Mstep: Class 2 contains 1098 members
Entering Unmasked Estep
Score: -236147.390625 Penalty: 2484.287598
Iteration 22Q: 3 clusters Score -236147.4 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 976 members
Mstep: Class 2 contains 1112 members
Entering Unmasked Estep
Score: -236175.140625 Penalty: 2484.287598
Iteration 23Q: 3 clusters Score -236175.1 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 956 members
Mstep: Class 2 contains 1132 members
Entering Unmasked Estep
Score: -236215.359375 Penalty: 2484.287598
Iteration 24Q: 3 clusters Score -236215.4 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 923 members
Mstep: Class 2 contains 1165 members
Entering Unmasked Estep
Score: -236262.296875 Penalty: 2484.287598
Iteration 25Q: 3 clusters Score -236262.3 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 893 members
Mstep: Class 2 contains 1195 members
Entering Unmasked Estep
Score: -236307.843750 Penalty: 2484.287598
Iteration 26Q: 3 clusters Score -236307.8 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 870 members
Mstep: Class 2 contains 1218 members
Entering Unmasked Estep
Score: -236339.265625 Penalty: 2484.287598
Iteration 27Q: 3 clusters Score -236339.3 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 851 members
Mstep: Class 2 contains 1237 members
Entering Unmasked Estep
Score: -236363.937500 Penalty: 2484.287598
Iteration 28Q: 3 clusters Score -236363.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 840 members
Mstep: Class 2 contains 1248 members
Entering Unmasked Estep
Score: -236383.468750 Penalty: 2484.287598
Iteration 29Q: 3 clusters Score -236383.5 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 833 members
Mstep: Class 2 contains 1255 members
Entering Unmasked Estep
Score: -236403.218750 Penalty: 2484.287598
Iteration 30Q: 3 clusters Score -236403.2 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 831 members
Mstep: Class 2 contains 1257 members
Entering Unmasked Estep
Score: -236417.125000 Penalty: 2484.287598
Iteration 31Q: 3 clusters Score -236417.1 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 826 members
Mstep: Class 2 contains 1262 members
Entering Unmasked Estep
Score: -236423.265625 Penalty: 2484.287598
Iteration 32Q: 3 clusters Score -236423.3 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 818 members
Mstep: Class 2 contains 1270 members
Entering Unmasked Estep
Score: -236429.218750 Penalty: 2484.287598
Iteration 33Q: 3 clusters Score -236429.2 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 811 members
Mstep: Class 2 contains 1277 members
Entering Unmasked Estep
Score: -236431.890625 Penalty: 2484.287598
Iteration 34Q: 3 clusters Score -236431.9 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 806 members
Mstep: Class 2 contains 1282 members
Entering Unmasked Estep
Score: -236436.687500 Penalty: 2484.287598
Iteration 35Q: 3 clusters Score -236436.7 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 800 members
Mstep: Class 2 contains 1288 members
Entering Unmasked Estep
Score: -236439.906250 Penalty: 2484.287598
Iteration 36Q: 3 clusters Score -236439.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 799 members
Mstep: Class 2 contains 1289 members
Entering Unmasked Estep
Score: -236442.265625 Penalty: 2484.287598
Iteration 37Q: 3 clusters Score -236442.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 795 members
Mstep: Class 2 contains 1293 members
Entering Unmasked Estep
Score: -236444.390625 Penalty: 2484.287598
Iteration 38Q: 3 clusters Score -236444.4 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 791 members
Mstep: Class 2 contains 1297 members
Entering Unmasked Estep
Score: -236446.484375 Penalty: 2484.287598
Iteration 39Q: 3 clusters Score -236446.5 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 791 members
Mstep: Class 2 contains 1297 members
Entering Unmasked Estep
Score: -236446.484375 Penalty: 2484.287598
Iteration 40F: 3 clusters Score -236446.5 nChanged 0
Entering ConstructFrom:
Trying to split cluster 16 (6351 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6351 members
Entering Unmasked Estep
Score: -725509.875000 Penalty: 1422.909790
Iteration 0F: 2 clusters Score -725509.9 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3252 members
Mstep: Class 2 contains 3099 members
Entering Unmasked Estep
Score: -720716.125000 Penalty: 2845.819580
Iteration 0F: 3 clusters Score -720716.1 nChanged 2626
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3474 members
Mstep: Class 2 contains 2877 members
Entering Unmasked Estep
Score: -722173.187500 Penalty: 2845.819580
Iteration 1F: 3 clusters Score -722173.2 nChanged 387
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3619 members
Mstep: Class 2 contains 2732 members
Entering Unmasked Estep
Score: -722366.187500 Penalty: 2845.819580
Iteration 2F: 3 clusters Score -722366.2 nChanged 320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3781 members
Mstep: Class 2 contains 2570 members
Entering Unmasked Estep
Score: -722527.062500 Penalty: 2845.819580
Iteration 3F: 3 clusters Score -722527.1 nChanged 297
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3970 members
Mstep: Class 2 contains 2381 members
Entering Unmasked Estep
Score: -722686.250000 Penalty: 2845.819580
Iteration 4Q: 3 clusters Score -722686.2 nChanged 305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4193 members
Mstep: Class 2 contains 2158 members
Entering Unmasked Estep
Score: -722885.750000 Penalty: 2845.819580
Iteration 5Q: 3 clusters Score -722885.8 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4456 members
Mstep: Class 2 contains 1895 members
Entering Unmasked Estep
Score: -723111.812500 Penalty: 2845.819580
Iteration 6F: 3 clusters Score -723111.8 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4731 members
Mstep: Class 2 contains 1620 members
Entering Unmasked Estep
Score: -723364.125000 Penalty: 2845.819580
Iteration 7F: 3 clusters Score -723364.1 nChanged 329
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5018 members
Mstep: Class 2 contains 1333 members
Entering Unmasked Estep
Score: -723621.250000 Penalty: 2845.819580
Iteration 8F: 3 clusters Score -723621.2 nChanged 262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5242 members
Mstep: Class 2 contains 1109 members
Entering Unmasked Estep
Score: -723879.750000 Penalty: 2845.819580
Iteration 9Q: 3 clusters Score -723879.8 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5387 members
Mstep: Class 2 contains 964 members
Entering Unmasked Estep
Score: -724066.312500 Penalty: 2845.819580
Iteration 10Q: 3 clusters Score -724066.3 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5488 members
Mstep: Class 2 contains 863 members
Entering Unmasked Estep
Score: -724217.062500 Penalty: 2845.819580
Iteration 11Q: 3 clusters Score -724217.1 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5557 members
Mstep: Class 2 contains 794 members
Entering Unmasked Estep
Score: -724315.625000 Penalty: 2845.819580
Iteration 12Q: 3 clusters Score -724315.6 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5605 members
Mstep: Class 2 contains 746 members
Entering Unmasked Estep
Score: -724365.000000 Penalty: 2845.819580
Iteration 13Q: 3 clusters Score -724365 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5634 members
Mstep: Class 2 contains 717 members
Entering Unmasked Estep
Score: -724390.937500 Penalty: 2845.819580
Iteration 14Q: 3 clusters Score -724390.9 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5658 members
Mstep: Class 2 contains 693 members
Entering Unmasked Estep
Score: -724409.312500 Penalty: 2845.819580
Iteration 15Q: 3 clusters Score -724409.3 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5676 members
Mstep: Class 2 contains 675 members
Entering Unmasked Estep
Score: -724424.500000 Penalty: 2845.819580
Iteration 16Q: 3 clusters Score -724424.5 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5691 members
Mstep: Class 2 contains 660 members
Entering Unmasked Estep
Score: -724446.625000 Penalty: 2845.819580
Iteration 17Q: 3 clusters Score -724446.6 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5706 members
Mstep: Class 2 contains 645 members
Entering Unmasked Estep
Score: -724458.250000 Penalty: 2845.819580
Iteration 18Q: 3 clusters Score -724458.2 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5713 members
Mstep: Class 2 contains 638 members
Entering Unmasked Estep
Score: -724468.687500 Penalty: 2845.819580
Iteration 19Q: 3 clusters Score -724468.7 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5721 members
Mstep: Class 2 contains 630 members
Entering Unmasked Estep
Score: -724474.437500 Penalty: 2845.819580
Iteration 20F: 3 clusters Score -724474.4 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5728 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -724483.000000 Penalty: 2845.819580
Iteration 21Q: 3 clusters Score -724483 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5735 members
Mstep: Class 2 contains 616 members
Entering Unmasked Estep
Score: -724495.437500 Penalty: 2845.819580
Iteration 22Q: 3 clusters Score -724495.4 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5742 members
Mstep: Class 2 contains 609 members
Entering Unmasked Estep
Score: -724501.937500 Penalty: 2845.819580
Iteration 23Q: 3 clusters Score -724501.9 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5751 members
Mstep: Class 2 contains 600 members
Entering Unmasked Estep
Score: -724507.187500 Penalty: 2845.819580
Iteration 24Q: 3 clusters Score -724507.2 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5758 members
Mstep: Class 2 contains 593 members
Entering Unmasked Estep
Score: -724511.000000 Penalty: 2845.819580
Iteration 25Q: 3 clusters Score -724511 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5760 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -724513.250000 Penalty: 2845.819580
Iteration 26Q: 3 clusters Score -724513.2 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5765 members
Mstep: Class 2 contains 586 members
Entering Unmasked Estep
Score: -724516.812500 Penalty: 2845.819580
Iteration 27Q: 3 clusters Score -724516.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5769 members
Mstep: Class 2 contains 582 members
Entering Unmasked Estep
Score: -724521.937500 Penalty: 2845.819580
Iteration 28Q: 3 clusters Score -724521.9 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5770 members
Mstep: Class 2 contains 581 members
Entering Unmasked Estep
Score: -724526.062500 Penalty: 2845.819580
Iteration 29Q: 3 clusters Score -724526.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5770 members
Mstep: Class 2 contains 581 members
Entering Unmasked Estep
Score: -724526.375000 Penalty: 2845.819580
Iteration 30Q: 3 clusters Score -724526.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5769 members
Mstep: Class 2 contains 582 members
Entering Unmasked Estep
Score: -724526.562500 Penalty: 2845.819580
Iteration 31Q: 3 clusters Score -724526.6 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5769 members
Mstep: Class 2 contains 582 members
Entering Unmasked Estep
Score: -724526.562500 Penalty: 2845.819580
Iteration 32F: 3 clusters Score -724526.6 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (29869 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29869 members
Entering Unmasked Estep
Score: -3533554.000000 Penalty: 1674.493774
Iteration 0F: 2 clusters Score -3533554 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14980 members
Mstep: Class 2 contains 14889 members
Entering Unmasked Estep
Score: -3513405.000000 Penalty: 3348.987549
Iteration 0F: 3 clusters Score -3513405 nChanged 13759
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15399 members
Mstep: Class 2 contains 14470 members
Entering Unmasked Estep
Score: -3521260.250000 Penalty: 3348.987549
Iteration 1F: 3 clusters Score -3521260 nChanged 1459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15754 members
Mstep: Class 2 contains 14115 members
Entering Unmasked Estep
Score: -3521832.000000 Penalty: 3348.987549
Iteration 2Q: 3 clusters Score -3521832 nChanged 1549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16299 members
Mstep: Class 2 contains 13570 members
Entering Unmasked Estep
Score: -3522542.000000 Penalty: 3348.987549
Iteration 3F: 3 clusters Score -3522542 nChanged 1654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17087 members
Mstep: Class 2 contains 12782 members
Entering Unmasked Estep
Score: -3523422.500000 Penalty: 3348.987549
Iteration 4F: 3 clusters Score -3523422 nChanged 1790
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18117 members
Mstep: Class 2 contains 11752 members
Entering Unmasked Estep
Score: -3524422.000000 Penalty: 3348.987549
Iteration 5F: 3 clusters Score -3524422 nChanged 1804
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19297 members
Mstep: Class 2 contains 10572 members
Entering Unmasked Estep
Score: -3525496.500000 Penalty: 3348.987549
Iteration 6F: 3 clusters Score -3525496 nChanged 1720
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20489 members
Mstep: Class 2 contains 9380 members
Entering Unmasked Estep
Score: -3526547.000000 Penalty: 3348.987549
Iteration 7F: 3 clusters Score -3526547 nChanged 1535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21636 members
Mstep: Class 2 contains 8233 members
Entering Unmasked Estep
Score: -3527540.750000 Penalty: 3348.987549
Iteration 8F: 3 clusters Score -3527541 nChanged 1323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22721 members
Mstep: Class 2 contains 7148 members
Entering Unmasked Estep
Score: -3528486.500000 Penalty: 3348.987549
Iteration 9Q: 3 clusters Score -3528486 nChanged 1110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23703 members
Mstep: Class 2 contains 6166 members
Entering Unmasked Estep
Score: -3529320.000000 Penalty: 3348.987549
Iteration 10Q: 3 clusters Score -3529320 nChanged 896
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24505 members
Mstep: Class 2 contains 5364 members
Entering Unmasked Estep
Score: -3530010.500000 Penalty: 3348.987549
Iteration 11Q: 3 clusters Score -3530010 nChanged 708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25147 members
Mstep: Class 2 contains 4722 members
Entering Unmasked Estep
Score: -3530477.250000 Penalty: 3348.987549
Iteration 12Q: 3 clusters Score -3530477 nChanged 570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25663 members
Mstep: Class 2 contains 4206 members
Entering Unmasked Estep
Score: -3530827.250000 Penalty: 3348.987549
Iteration 13Q: 3 clusters Score -3530827 nChanged 446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26083 members
Mstep: Class 2 contains 3786 members
Entering Unmasked Estep
Score: -3531073.500000 Penalty: 3348.987549
Iteration 14Q: 3 clusters Score -3531074 nChanged 355
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26424 members
Mstep: Class 2 contains 3445 members
Entering Unmasked Estep
Score: -3531254.750000 Penalty: 3348.987549
Iteration 15Q: 3 clusters Score -3531255 nChanged 300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26714 members
Mstep: Class 2 contains 3155 members
Entering Unmasked Estep
Score: -3531378.750000 Penalty: 3348.987549
Iteration 16Q: 3 clusters Score -3531379 nChanged 274
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26986 members
Mstep: Class 2 contains 2883 members
Entering Unmasked Estep
Score: -3531481.750000 Penalty: 3348.987549
Iteration 17Q: 3 clusters Score -3531482 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27226 members
Mstep: Class 2 contains 2643 members
Entering Unmasked Estep
Score: -3531583.500000 Penalty: 3348.987549
Iteration 18Q: 3 clusters Score -3531584 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27445 members
Mstep: Class 2 contains 2424 members
Entering Unmasked Estep
Score: -3531661.000000 Penalty: 3348.987549
Iteration 19Q: 3 clusters Score -3531661 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27621 members
Mstep: Class 2 contains 2248 members
Entering Unmasked Estep
Score: -3531730.500000 Penalty: 3348.987549
Iteration 20F: 3 clusters Score -3531730 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27775 members
Mstep: Class 2 contains 2094 members
Entering Unmasked Estep
Score: -3531813.500000 Penalty: 3348.987549
Iteration 21Q: 3 clusters Score -3531814 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27918 members
Mstep: Class 2 contains 1951 members
Entering Unmasked Estep
Score: -3531868.000000 Penalty: 3348.987549
Iteration 22Q: 3 clusters Score -3531868 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28049 members
Mstep: Class 2 contains 1820 members
Entering Unmasked Estep
Score: -3531922.500000 Penalty: 3348.987549
Iteration 23Q: 3 clusters Score -3531922 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28176 members
Mstep: Class 2 contains 1693 members
Entering Unmasked Estep
Score: -3532000.500000 Penalty: 3348.987549
Iteration 24Q: 3 clusters Score -3532000 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28304 members
Mstep: Class 2 contains 1565 members
Entering Unmasked Estep
Score: -3532045.000000 Penalty: 3348.987549
Iteration 25Q: 3 clusters Score -3532045 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28423 members
Mstep: Class 2 contains 1446 members
Entering Unmasked Estep
Score: -3532087.750000 Penalty: 3348.987549
Iteration 26Q: 3 clusters Score -3532088 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28518 members
Mstep: Class 2 contains 1351 members
Entering Unmasked Estep
Score: -3532126.250000 Penalty: 3348.987549
Iteration 27Q: 3 clusters Score -3532126 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28608 members
Mstep: Class 2 contains 1261 members
Entering Unmasked Estep
Score: -3532157.750000 Penalty: 3348.987549
Iteration 28Q: 3 clusters Score -3532158 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28673 members
Mstep: Class 2 contains 1196 members
Entering Unmasked Estep
Score: -3532179.750000 Penalty: 3348.987549
Iteration 29Q: 3 clusters Score -3532180 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28735 members
Mstep: Class 2 contains 1134 members
Entering Unmasked Estep
Score: -3532191.750000 Penalty: 3348.987549
Iteration 30Q: 3 clusters Score -3532192 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28798 members
Mstep: Class 2 contains 1071 members
Entering Unmasked Estep
Score: -3532215.000000 Penalty: 3348.987549
Iteration 31Q: 3 clusters Score -3532215 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28842 members
Mstep: Class 2 contains 1027 members
Entering Unmasked Estep
Score: -3532236.250000 Penalty: 3348.987549
Iteration 32Q: 3 clusters Score -3532236 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28887 members
Mstep: Class 2 contains 982 members
Entering Unmasked Estep
Score: -3532261.750000 Penalty: 3348.987549
Iteration 33Q: 3 clusters Score -3532262 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28922 members
Mstep: Class 2 contains 947 members
Entering Unmasked Estep
Score: -3532274.250000 Penalty: 3348.987549
Iteration 34Q: 3 clusters Score -3532274 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28947 members
Mstep: Class 2 contains 922 members
Entering Unmasked Estep
Score: -3532282.750000 Penalty: 3348.987549
Iteration 35Q: 3 clusters Score -3532283 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28973 members
Mstep: Class 2 contains 896 members
Entering Unmasked Estep
Score: -3532294.250000 Penalty: 3348.987549
Iteration 36Q: 3 clusters Score -3532294 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28997 members
Mstep: Class 2 contains 872 members
Entering Unmasked Estep
Score: -3532298.000000 Penalty: 3348.987549
Iteration 37Q: 3 clusters Score -3532298 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29019 members
Mstep: Class 2 contains 850 members
Entering Unmasked Estep
Score: -3532304.750000 Penalty: 3348.987549
Iteration 38Q: 3 clusters Score -3532305 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29040 members
Mstep: Class 2 contains 829 members
Entering Unmasked Estep
Score: -3532307.000000 Penalty: 3348.987549
Iteration 39Q: 3 clusters Score -3532307 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29057 members
Mstep: Class 2 contains 812 members
Entering Unmasked Estep
Score: -3532315.000000 Penalty: 3348.987549
Iteration 40F: 3 clusters Score -3532315 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29070 members
Mstep: Class 2 contains 799 members
Entering Unmasked Estep
Score: -3532323.000000 Penalty: 3348.987549
Iteration 41Q: 3 clusters Score -3532323 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29083 members
Mstep: Class 2 contains 786 members
Entering Unmasked Estep
Score: -3532329.000000 Penalty: 3348.987549
Iteration 42Q: 3 clusters Score -3532329 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29095 members
Mstep: Class 2 contains 774 members
Entering Unmasked Estep
Score: -3532341.500000 Penalty: 3348.987549
Iteration 43Q: 3 clusters Score -3532342 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29106 members
Mstep: Class 2 contains 763 members
Entering Unmasked Estep
Score: -3532345.500000 Penalty: 3348.987549
Iteration 44Q: 3 clusters Score -3532346 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29111 members
Mstep: Class 2 contains 758 members
Entering Unmasked Estep
Score: -3532350.750000 Penalty: 3348.987549
Iteration 45Q: 3 clusters Score -3532351 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29120 members
Mstep: Class 2 contains 749 members
Entering Unmasked Estep
Score: -3532351.250000 Penalty: 3348.987549
Iteration 46Q: 3 clusters Score -3532351 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29126 members
Mstep: Class 2 contains 743 members
Entering Unmasked Estep
Score: -3532356.750000 Penalty: 3348.987549
Iteration 47Q: 3 clusters Score -3532357 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29133 members
Mstep: Class 2 contains 736 members
Entering Unmasked Estep
Score: -3532355.750000 Penalty: 3348.987549
Iteration 48Q: 3 clusters Score -3532356 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29138 members
Mstep: Class 2 contains 731 members
Entering Unmasked Estep
Score: -3532358.000000 Penalty: 3348.987549
Iteration 49Q: 3 clusters Score -3532358 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29140 members
Mstep: Class 2 contains 729 members
Entering Unmasked Estep
Score: -3532363.250000 Penalty: 3348.987549
Iteration 50Q: 3 clusters Score -3532363 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29143 members
Mstep: Class 2 contains 726 members
Entering Unmasked Estep
Score: -3532361.750000 Penalty: 3348.987549
Iteration 51Q: 3 clusters Score -3532362 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29148 members
Mstep: Class 2 contains 721 members
Entering Unmasked Estep
Score: -3532360.500000 Penalty: 3348.987549
Iteration 52Q: 3 clusters Score -3532360 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29155 members
Mstep: Class 2 contains 714 members
Entering Unmasked Estep
Score: -3532365.750000 Penalty: 3348.987549
Iteration 53Q: 3 clusters Score -3532366 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29161 members
Mstep: Class 2 contains 708 members
Entering Unmasked Estep
Score: -3532364.500000 Penalty: 3348.987549
Iteration 54Q: 3 clusters Score -3532364 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29164 members
Mstep: Class 2 contains 705 members
Entering Unmasked Estep
Score: -3532365.000000 Penalty: 3348.987549
Iteration 55Q: 3 clusters Score -3532365 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29164 members
Mstep: Class 2 contains 705 members
Entering Unmasked Estep
Score: -3532365.000000 Penalty: 3348.987549
Iteration 56F: 3 clusters Score -3532365 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (17164 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17164 members
Entering Unmasked Estep
Score: -2047625.000000 Penalty: 1584.467529
Iteration 0F: 2 clusters Score -2047625 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8554 members
Mstep: Class 2 contains 8610 members
Entering Unmasked Estep
Score: -2035816.875000 Penalty: 3168.935059
Iteration 0F: 3 clusters Score -2035817 nChanged 7688
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8306 members
Mstep: Class 2 contains 8858 members
Entering Unmasked Estep
Score: -2039933.125000 Penalty: 3168.935059
Iteration 1F: 3 clusters Score -2039933 nChanged 931
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8097 members
Mstep: Class 2 contains 9067 members
Entering Unmasked Estep
Score: -2040280.500000 Penalty: 3168.935059
Iteration 2F: 3 clusters Score -2040280 nChanged 803
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7820 members
Mstep: Class 2 contains 9344 members
Entering Unmasked Estep
Score: -2040579.750000 Penalty: 3168.935059
Iteration 3Q: 3 clusters Score -2040580 nChanged 766
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7456 members
Mstep: Class 2 contains 9708 members
Entering Unmasked Estep
Score: -2040881.000000 Penalty: 3168.935059
Iteration 4Q: 3 clusters Score -2040881 nChanged 794
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6978 members
Mstep: Class 2 contains 10186 members
Entering Unmasked Estep
Score: -2041234.625000 Penalty: 3168.935059
Iteration 5Q: 3 clusters Score -2041235 nChanged 835
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6403 members
Mstep: Class 2 contains 10761 members
Entering Unmasked Estep
Score: -2041637.500000 Penalty: 3168.935059
Iteration 6Q: 3 clusters Score -2041638 nChanged 858
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5713 members
Mstep: Class 2 contains 11451 members
Entering Unmasked Estep
Score: -2042101.500000 Penalty: 3168.935059
Iteration 7Q: 3 clusters Score -2042102 nChanged 937
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4908 members
Mstep: Class 2 contains 12256 members
Entering Unmasked Estep
Score: -2042743.625000 Penalty: 3168.935059
Iteration 8F: 3 clusters Score -2042744 nChanged 954
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4076 members
Mstep: Class 2 contains 13088 members
Entering Unmasked Estep
Score: -2043444.500000 Penalty: 3168.935059
Iteration 9F: 3 clusters Score -2043444 nChanged 894
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3294 members
Mstep: Class 2 contains 13870 members
Entering Unmasked Estep
Score: -2044137.875000 Penalty: 3168.935059
Iteration 10F: 3 clusters Score -2044138 nChanged 697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2679 members
Mstep: Class 2 contains 14485 members
Entering Unmasked Estep
Score: -2044713.375000 Penalty: 3168.935059
Iteration 11Q: 3 clusters Score -2044713 nChanged 531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2230 members
Mstep: Class 2 contains 14934 members
Entering Unmasked Estep
Score: -2045152.375000 Penalty: 3168.935059
Iteration 12Q: 3 clusters Score -2045152 nChanged 373
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1919 members
Mstep: Class 2 contains 15245 members
Entering Unmasked Estep
Score: -2045438.250000 Penalty: 3168.935059
Iteration 13Q: 3 clusters Score -2045438 nChanged 302
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1705 members
Mstep: Class 2 contains 15459 members
Entering Unmasked Estep
Score: -2045631.750000 Penalty: 3168.935059
Iteration 14Q: 3 clusters Score -2045632 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1564 members
Mstep: Class 2 contains 15600 members
Entering Unmasked Estep
Score: -2045745.500000 Penalty: 3168.935059
Iteration 15Q: 3 clusters Score -2045746 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1433 members
Mstep: Class 2 contains 15731 members
Entering Unmasked Estep
Score: -2045815.375000 Penalty: 3168.935059
Iteration 16Q: 3 clusters Score -2045815 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1336 members
Mstep: Class 2 contains 15828 members
Entering Unmasked Estep
Score: -2045886.250000 Penalty: 3168.935059
Iteration 17Q: 3 clusters Score -2045886 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1240 members
Mstep: Class 2 contains 15924 members
Entering Unmasked Estep
Score: -2045929.625000 Penalty: 3168.935059
Iteration 18Q: 3 clusters Score -2045930 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1163 members
Mstep: Class 2 contains 16001 members
Entering Unmasked Estep
Score: -2045968.250000 Penalty: 3168.935059
Iteration 19Q: 3 clusters Score -2045968 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1092 members
Mstep: Class 2 contains 16072 members
Entering Unmasked Estep
Score: -2046009.500000 Penalty: 3168.935059
Iteration 20F: 3 clusters Score -2046010 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1026 members
Mstep: Class 2 contains 16138 members
Entering Unmasked Estep
Score: -2046052.250000 Penalty: 3168.935059
Iteration 21Q: 3 clusters Score -2046052 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 966 members
Mstep: Class 2 contains 16198 members
Entering Unmasked Estep
Score: -2046095.500000 Penalty: 3168.935059
Iteration 22Q: 3 clusters Score -2046096 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 906 members
Mstep: Class 2 contains 16258 members
Entering Unmasked Estep
Score: -2046130.375000 Penalty: 3168.935059
Iteration 23Q: 3 clusters Score -2046130 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 855 members
Mstep: Class 2 contains 16309 members
Entering Unmasked Estep
Score: -2046170.250000 Penalty: 3168.935059
Iteration 24Q: 3 clusters Score -2046170 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 821 members
Mstep: Class 2 contains 16343 members
Entering Unmasked Estep
Score: -2046193.250000 Penalty: 3168.935059
Iteration 25Q: 3 clusters Score -2046193 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 788 members
Mstep: Class 2 contains 16376 members
Entering Unmasked Estep
Score: -2046214.750000 Penalty: 3168.935059
Iteration 26Q: 3 clusters Score -2046215 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 759 members
Mstep: Class 2 contains 16405 members
Entering Unmasked Estep
Score: -2046241.875000 Penalty: 3168.935059
Iteration 27Q: 3 clusters Score -2046242 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 735 members
Mstep: Class 2 contains 16429 members
Entering Unmasked Estep
Score: -2046248.875000 Penalty: 3168.935059
Iteration 28Q: 3 clusters Score -2046249 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 719 members
Mstep: Class 2 contains 16445 members
Entering Unmasked Estep
Score: -2046255.000000 Penalty: 3168.935059
Iteration 29Q: 3 clusters Score -2046255 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 711 members
Mstep: Class 2 contains 16453 members
Entering Unmasked Estep
Score: -2046264.125000 Penalty: 3168.935059
Iteration 30Q: 3 clusters Score -2046264 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 695 members
Mstep: Class 2 contains 16469 members
Entering Unmasked Estep
Score: -2046274.625000 Penalty: 3168.935059
Iteration 31Q: 3 clusters Score -2046275 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 683 members
Mstep: Class 2 contains 16481 members
Entering Unmasked Estep
Score: -2046283.500000 Penalty: 3168.935059
Iteration 32Q: 3 clusters Score -2046284 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 671 members
Mstep: Class 2 contains 16493 members
Entering Unmasked Estep
Score: -2046292.750000 Penalty: 3168.935059
Iteration 33Q: 3 clusters Score -2046293 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 657 members
Mstep: Class 2 contains 16507 members
Entering Unmasked Estep
Score: -2046304.500000 Penalty: 3168.935059
Iteration 34Q: 3 clusters Score -2046304 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 635 members
Mstep: Class 2 contains 16529 members
Entering Unmasked Estep
Score: -2046317.125000 Penalty: 3168.935059
Iteration 35Q: 3 clusters Score -2046317 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 616 members
Mstep: Class 2 contains 16548 members
Entering Unmasked Estep
Score: -2046332.250000 Penalty: 3168.935059
Iteration 36Q: 3 clusters Score -2046332 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 601 members
Mstep: Class 2 contains 16563 members
Entering Unmasked Estep
Score: -2046338.125000 Penalty: 3168.935059
Iteration 37Q: 3 clusters Score -2046338 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 593 members
Mstep: Class 2 contains 16571 members
Entering Unmasked Estep
Score: -2046342.000000 Penalty: 3168.935059
Iteration 38Q: 3 clusters Score -2046342 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 588 members
Mstep: Class 2 contains 16576 members
Entering Unmasked Estep
Score: -2046348.375000 Penalty: 3168.935059
Iteration 39Q: 3 clusters Score -2046348 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 578 members
Mstep: Class 2 contains 16586 members
Entering Unmasked Estep
Score: -2046354.250000 Penalty: 3168.935059
Iteration 40F: 3 clusters Score -2046354 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 567 members
Mstep: Class 2 contains 16597 members
Entering Unmasked Estep
Score: -2046364.625000 Penalty: 3168.935059
Iteration 41Q: 3 clusters Score -2046365 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 562 members
Mstep: Class 2 contains 16602 members
Entering Unmasked Estep
Score: -2046362.000000 Penalty: 3168.935059
Iteration 42Q: 3 clusters Score -2046362 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 554 members
Mstep: Class 2 contains 16610 members
Entering Unmasked Estep
Score: -2046372.125000 Penalty: 3168.935059
Iteration 43Q: 3 clusters Score -2046372 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 548 members
Mstep: Class 2 contains 16616 members
Entering Unmasked Estep
Score: -2046374.875000 Penalty: 3168.935059
Iteration 44Q: 3 clusters Score -2046375 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 542 members
Mstep: Class 2 contains 16622 members
Entering Unmasked Estep
Score: -2046375.000000 Penalty: 3168.935059
Iteration 45Q: 3 clusters Score -2046375 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 540 members
Mstep: Class 2 contains 16624 members
Entering Unmasked Estep
Score: -2046376.125000 Penalty: 3168.935059
Iteration 46Q: 3 clusters Score -2046376 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 538 members
Mstep: Class 2 contains 16626 members
Entering Unmasked Estep
Score: -2046375.625000 Penalty: 3168.935059
Iteration 47Q: 3 clusters Score -2046376 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 538 members
Mstep: Class 2 contains 16626 members
Entering Unmasked Estep
Score: -2046375.625000 Penalty: 3168.935059
Iteration 48F: 3 clusters Score -2046376 nChanged 0
Entering ConstructFrom:
Trying to split cluster 19 (58476 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58476 members
Entering Unmasked Estep
Score: -6946442.500000 Penalty: 1783.660400
Iteration 0F: 2 clusters Score -6946442 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29273 members
Mstep: Class 2 contains 29203 members
Entering Unmasked Estep
Score: -6907541.000000 Penalty: 3567.320801
Iteration 0F: 3 clusters Score -6907541 nChanged 27589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29248 members
Mstep: Class 2 contains 29228 members
Entering Unmasked Estep
Score: -6922951.000000 Penalty: 3567.320801
Iteration 1F: 3 clusters Score -6922951 nChanged 2213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29149 members
Mstep: Class 2 contains 29327 members
Entering Unmasked Estep
Score: -6923551.500000 Penalty: 3567.320801
Iteration 2Q: 3 clusters Score -6923552 nChanged 2254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28971 members
Mstep: Class 2 contains 29505 members
Entering Unmasked Estep
Score: -6924262.500000 Penalty: 3567.320801
Iteration 3Q: 3 clusters Score -6924262 nChanged 2424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28657 members
Mstep: Class 2 contains 29819 members
Entering Unmasked Estep
Score: -6925118.500000 Penalty: 3567.320801
Iteration 4Q: 3 clusters Score -6925118 nChanged 2702
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28209 members
Mstep: Class 2 contains 30267 members
Entering Unmasked Estep
Score: -6926291.500000 Penalty: 3567.320801
Iteration 5Q: 3 clusters Score -6926292 nChanged 3036
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27541 members
Mstep: Class 2 contains 30935 members
Entering Unmasked Estep
Score: -6927837.000000 Penalty: 3567.320801
Iteration 6F: 3 clusters Score -6927837 nChanged 3318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26635 members
Mstep: Class 2 contains 31841 members
Entering Unmasked Estep
Score: -6929406.000000 Penalty: 3567.320801
Iteration 7F: 3 clusters Score -6929406 nChanged 3160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25591 members
Mstep: Class 2 contains 32885 members
Entering Unmasked Estep
Score: -6931110.000000 Penalty: 3567.320801
Iteration 8F: 3 clusters Score -6931110 nChanged 3065
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24420 members
Mstep: Class 2 contains 34056 members
Entering Unmasked Estep
Score: -6932814.500000 Penalty: 3567.320801
Iteration 9F: 3 clusters Score -6932814 nChanged 2812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23228 members
Mstep: Class 2 contains 35248 members
Entering Unmasked Estep
Score: -6934564.000000 Penalty: 3567.320801
Iteration 10Q: 3 clusters Score -6934564 nChanged 2580
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22098 members
Mstep: Class 2 contains 36378 members
Entering Unmasked Estep
Score: -6936004.500000 Penalty: 3567.320801
Iteration 11Q: 3 clusters Score -6936004 nChanged 2174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21038 members
Mstep: Class 2 contains 37438 members
Entering Unmasked Estep
Score: -6937196.500000 Penalty: 3567.320801
Iteration 12Q: 3 clusters Score -6937196 nChanged 1678
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20028 members
Mstep: Class 2 contains 38448 members
Entering Unmasked Estep
Score: -6937929.500000 Penalty: 3567.320801
Iteration 13Q: 3 clusters Score -6937930 nChanged 1209
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19137 members
Mstep: Class 2 contains 39339 members
Entering Unmasked Estep
Score: -6938360.000000 Penalty: 3567.320801
Iteration 14Q: 3 clusters Score -6938360 nChanged 1035
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18172 members
Mstep: Class 2 contains 40304 members
Entering Unmasked Estep
Score: -6938681.000000 Penalty: 3567.320801
Iteration 15Q: 3 clusters Score -6938681 nChanged 1005
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17193 members
Mstep: Class 2 contains 41283 members
Entering Unmasked Estep
Score: -6939036.500000 Penalty: 3567.320801
Iteration 16Q: 3 clusters Score -6939036 nChanged 1045
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16162 members
Mstep: Class 2 contains 42314 members
Entering Unmasked Estep
Score: -6939422.000000 Penalty: 3567.320801
Iteration 17Q: 3 clusters Score -6939422 nChanged 1019
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15155 members
Mstep: Class 2 contains 43321 members
Entering Unmasked Estep
Score: -6939751.000000 Penalty: 3567.320801
Iteration 18Q: 3 clusters Score -6939751 nChanged 1072
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14091 members
Mstep: Class 2 contains 44385 members
Entering Unmasked Estep
Score: -6940169.000000 Penalty: 3567.320801
Iteration 19Q: 3 clusters Score -6940169 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13045 members
Mstep: Class 2 contains 45431 members
Entering Unmasked Estep
Score: -6940598.000000 Penalty: 3567.320801
Iteration 20F: 3 clusters Score -6940598 nChanged 1047
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12006 members
Mstep: Class 2 contains 46470 members
Entering Unmasked Estep
Score: -6940954.500000 Penalty: 3567.320801
Iteration 21Q: 3 clusters Score -6940954 nChanged 985
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11023 members
Mstep: Class 2 contains 47453 members
Entering Unmasked Estep
Score: -6941391.500000 Penalty: 3567.320801
Iteration 22Q: 3 clusters Score -6941392 nChanged 978
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10061 members
Mstep: Class 2 contains 48415 members
Entering Unmasked Estep
Score: -6941866.000000 Penalty: 3567.320801
Iteration 23Q: 3 clusters Score -6941866 nChanged 994
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9083 members
Mstep: Class 2 contains 49393 members
Entering Unmasked Estep
Score: -6942381.500000 Penalty: 3567.320801
Iteration 24Q: 3 clusters Score -6942382 nChanged 890
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8201 members
Mstep: Class 2 contains 50275 members
Entering Unmasked Estep
Score: -6942844.500000 Penalty: 3567.320801
Iteration 25Q: 3 clusters Score -6942844 nChanged 854
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7381 members
Mstep: Class 2 contains 51095 members
Entering Unmasked Estep
Score: -6943351.000000 Penalty: 3567.320801
Iteration 26Q: 3 clusters Score -6943351 nChanged 718
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6693 members
Mstep: Class 2 contains 51783 members
Entering Unmasked Estep
Score: -6943763.500000 Penalty: 3567.320801
Iteration 27Q: 3 clusters Score -6943764 nChanged 623
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6102 members
Mstep: Class 2 contains 52374 members
Entering Unmasked Estep
Score: -6944147.000000 Penalty: 3567.320801
Iteration 28Q: 3 clusters Score -6944147 nChanged 563
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5571 members
Mstep: Class 2 contains 52905 members
Entering Unmasked Estep
Score: -6944563.000000 Penalty: 3567.320801
Iteration 29Q: 3 clusters Score -6944563 nChanged 455
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5154 members
Mstep: Class 2 contains 53322 members
Entering Unmasked Estep
Score: -6944851.000000 Penalty: 3567.320801
Iteration 30Q: 3 clusters Score -6944851 nChanged 372
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4814 members
Mstep: Class 2 contains 53662 members
Entering Unmasked Estep
Score: -6945129.000000 Penalty: 3567.320801
Iteration 31Q: 3 clusters Score -6945129 nChanged 318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4554 members
Mstep: Class 2 contains 53922 members
Entering Unmasked Estep
Score: -6945277.500000 Penalty: 3567.320801
Iteration 32Q: 3 clusters Score -6945278 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4345 members
Mstep: Class 2 contains 54131 members
Entering Unmasked Estep
Score: -6945361.500000 Penalty: 3567.320801
Iteration 33Q: 3 clusters Score -6945362 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4200 members
Mstep: Class 2 contains 54276 members
Entering Unmasked Estep
Score: -6945443.500000 Penalty: 3567.320801
Iteration 34Q: 3 clusters Score -6945444 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4061 members
Mstep: Class 2 contains 54415 members
Entering Unmasked Estep
Score: -6945520.000000 Penalty: 3567.320801
Iteration 35Q: 3 clusters Score -6945520 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3940 members
Mstep: Class 2 contains 54536 members
Entering Unmasked Estep
Score: -6945579.000000 Penalty: 3567.320801
Iteration 36Q: 3 clusters Score -6945579 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3838 members
Mstep: Class 2 contains 54638 members
Entering Unmasked Estep
Score: -6945590.000000 Penalty: 3567.320801
Iteration 37Q: 3 clusters Score -6945590 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3748 members
Mstep: Class 2 contains 54728 members
Entering Unmasked Estep
Score: -6945635.000000 Penalty: 3567.320801
Iteration 38Q: 3 clusters Score -6945635 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3663 members
Mstep: Class 2 contains 54813 members
Entering Unmasked Estep
Score: -6945656.500000 Penalty: 3567.320801
Iteration 39Q: 3 clusters Score -6945656 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3598 members
Mstep: Class 2 contains 54878 members
Entering Unmasked Estep
Score: -6945678.000000 Penalty: 3567.320801
Iteration 40F: 3 clusters Score -6945678 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3533 members
Mstep: Class 2 contains 54943 members
Entering Unmasked Estep
Score: -6945711.000000 Penalty: 3567.320801
Iteration 41Q: 3 clusters Score -6945711 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3485 members
Mstep: Class 2 contains 54991 members
Entering Unmasked Estep
Score: -6945732.500000 Penalty: 3567.320801
Iteration 42Q: 3 clusters Score -6945732 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3447 members
Mstep: Class 2 contains 55029 members
Entering Unmasked Estep
Score: -6945742.000000 Penalty: 3567.320801
Iteration 43Q: 3 clusters Score -6945742 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3423 members
Mstep: Class 2 contains 55053 members
Entering Unmasked Estep
Score: -6945750.000000 Penalty: 3567.320801
Iteration 44Q: 3 clusters Score -6945750 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3404 members
Mstep: Class 2 contains 55072 members
Entering Unmasked Estep
Score: -6945753.000000 Penalty: 3567.320801
Iteration 45Q: 3 clusters Score -6945753 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3389 members
Mstep: Class 2 contains 55087 members
Entering Unmasked Estep
Score: -6945760.500000 Penalty: 3567.320801
Iteration 46Q: 3 clusters Score -6945760 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3371 members
Mstep: Class 2 contains 55105 members
Entering Unmasked Estep
Score: -6945756.500000 Penalty: 3567.320801
Iteration 47Q: 3 clusters Score -6945756 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3352 members
Mstep: Class 2 contains 55124 members
Entering Unmasked Estep
Score: -6945752.500000 Penalty: 3567.320801
Iteration 48Q: 3 clusters Score -6945752 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3330 members
Mstep: Class 2 contains 55146 members
Entering Unmasked Estep
Score: -6945757.000000 Penalty: 3567.320801
Iteration 49Q: 3 clusters Score -6945757 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3307 members
Mstep: Class 2 contains 55169 members
Entering Unmasked Estep
Score: -6945765.000000 Penalty: 3567.320801
Iteration 50Q: 3 clusters Score -6945765 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3281 members
Mstep: Class 2 contains 55195 members
Entering Unmasked Estep
Score: -6945781.500000 Penalty: 3567.320801
Iteration 51Q: 3 clusters Score -6945782 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3254 members
Mstep: Class 2 contains 55222 members
Entering Unmasked Estep
Score: -6945773.000000 Penalty: 3567.320801
Iteration 52Q: 3 clusters Score -6945773 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3230 members
Mstep: Class 2 contains 55246 members
Entering Unmasked Estep
Score: -6945781.500000 Penalty: 3567.320801
Iteration 53Q: 3 clusters Score -6945782 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3220 members
Mstep: Class 2 contains 55256 members
Entering Unmasked Estep
Score: -6945783.500000 Penalty: 3567.320801
Iteration 54Q: 3 clusters Score -6945784 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3205 members
Mstep: Class 2 contains 55271 members
Entering Unmasked Estep
Score: -6945803.500000 Penalty: 3567.320801
Iteration 55Q: 3 clusters Score -6945804 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3192 members
Mstep: Class 2 contains 55284 members
Entering Unmasked Estep
Score: -6945802.500000 Penalty: 3567.320801
Iteration 56Q: 3 clusters Score -6945802 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3174 members
Mstep: Class 2 contains 55302 members
Entering Unmasked Estep
Score: -6945804.000000 Penalty: 3567.320801
Iteration 57Q: 3 clusters Score -6945804 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3160 members
Mstep: Class 2 contains 55316 members
Entering Unmasked Estep
Score: -6945811.500000 Penalty: 3567.320801
Iteration 58Q: 3 clusters Score -6945812 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3148 members
Mstep: Class 2 contains 55328 members
Entering Unmasked Estep
Score: -6945816.000000 Penalty: 3567.320801
Iteration 59Q: 3 clusters Score -6945816 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3139 members
Mstep: Class 2 contains 55337 members
Entering Unmasked Estep
Score: -6945813.500000 Penalty: 3567.320801
Iteration 60F: 3 clusters Score -6945814 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3130 members
Mstep: Class 2 contains 55346 members
Entering Unmasked Estep
Score: -6945820.500000 Penalty: 3567.320801
Iteration 61Q: 3 clusters Score -6945820 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3123 members
Mstep: Class 2 contains 55353 members
Entering Unmasked Estep
Score: -6945831.000000 Penalty: 3567.320801
Iteration 62Q: 3 clusters Score -6945831 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3115 members
Mstep: Class 2 contains 55361 members
Entering Unmasked Estep
Score: -6945834.000000 Penalty: 3567.320801
Iteration 63Q: 3 clusters Score -6945834 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3108 members
Mstep: Class 2 contains 55368 members
Entering Unmasked Estep
Score: -6945826.500000 Penalty: 3567.320801
Iteration 64Q: 3 clusters Score -6945826 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3106 members
Mstep: Class 2 contains 55370 members
Entering Unmasked Estep
Score: -6945835.000000 Penalty: 3567.320801
Iteration 65Q: 3 clusters Score -6945835 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3099 members
Mstep: Class 2 contains 55377 members
Entering Unmasked Estep
Score: -6945836.000000 Penalty: 3567.320801
Iteration 66Q: 3 clusters Score -6945836 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3095 members
Mstep: Class 2 contains 55381 members
Entering Unmasked Estep
Score: -6945844.000000 Penalty: 3567.320801
Iteration 67Q: 3 clusters Score -6945844 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3090 members
Mstep: Class 2 contains 55386 members
Entering Unmasked Estep
Score: -6945846.000000 Penalty: 3567.320801
Iteration 68Q: 3 clusters Score -6945846 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3084 members
Mstep: Class 2 contains 55392 members
Entering Unmasked Estep
Score: -6945841.000000 Penalty: 3567.320801
Iteration 69Q: 3 clusters Score -6945841 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3079 members
Mstep: Class 2 contains 55397 members
Entering Unmasked Estep
Score: -6945845.000000 Penalty: 3567.320801
Iteration 70Q: 3 clusters Score -6945845 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3076 members
Mstep: Class 2 contains 55400 members
Entering Unmasked Estep
Score: -6945844.500000 Penalty: 3567.320801
Iteration 71Q: 3 clusters Score -6945844 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3074 members
Mstep: Class 2 contains 55402 members
Entering Unmasked Estep
Score: -6945839.500000 Penalty: 3567.320801
Iteration 72Q: 3 clusters Score -6945840 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3073 members
Mstep: Class 2 contains 55403 members
Entering Unmasked Estep
Score: -6945842.000000 Penalty: 3567.320801
Iteration 73Q: 3 clusters Score -6945842 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3071 members
Mstep: Class 2 contains 55405 members
Entering Unmasked Estep
Score: -6945841.500000 Penalty: 3567.320801
Iteration 74Q: 3 clusters Score -6945842 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3069 members
Mstep: Class 2 contains 55407 members
Entering Unmasked Estep
Score: -6945835.000000 Penalty: 3567.320801
Iteration 75Q: 3 clusters Score -6945835 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3069 members
Mstep: Class 2 contains 55407 members
Entering Unmasked Estep
Score: -6945835.000000 Penalty: 3567.320801
Iteration 76F: 3 clusters Score -6945835 nChanged 0
Entering ConstructFrom:
Trying to split cluster 20 (71121 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71121 members
Entering Unmasked Estep
Score: -8269227.000000 Penalty: 1815.472412
Iteration 0F: 2 clusters Score -8269227 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35476 members
Mstep: Class 2 contains 35645 members
Entering Unmasked Estep
Score: -8221835.500000 Penalty: 3630.944824
Iteration 0F: 3 clusters Score -8221836 nChanged 33592
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33126 members
Mstep: Class 2 contains 37995 members
Entering Unmasked Estep
Score: -8241132.500000 Penalty: 3630.944824
Iteration 1F: 3 clusters Score -8241132 nChanged 3646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31444 members
Mstep: Class 2 contains 39677 members
Entering Unmasked Estep
Score: -8243179.000000 Penalty: 3630.944824
Iteration 2F: 3 clusters Score -8243179 nChanged 4889
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29265 members
Mstep: Class 2 contains 41856 members
Entering Unmasked Estep
Score: -8247736.500000 Penalty: 3630.944824
Iteration 3F: 3 clusters Score -8247736 nChanged 6632
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26873 members
Mstep: Class 2 contains 44248 members
Entering Unmasked Estep
Score: -8256058.500000 Penalty: 3630.944824
Iteration 4F: 3 clusters Score -8256058 nChanged 7185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25232 members
Mstep: Class 2 contains 45889 members
Entering Unmasked Estep
Score: -8265017.500000 Penalty: 3630.944824
Iteration 5F: 3 clusters Score -8265018 nChanged 5988
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25010 members
Mstep: Class 2 contains 46111 members
Entering Unmasked Estep
Score: -8271414.000000 Penalty: 3630.944824
Iteration 6F: 3 clusters Score -8271414 nChanged 4287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25731 members
Mstep: Class 2 contains 45390 members
Entering Unmasked Estep
Score: -8274882.000000 Penalty: 3630.944824
Iteration 7F: 3 clusters Score -8274882 nChanged 2656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26457 members
Mstep: Class 2 contains 44664 members
Entering Unmasked Estep
Score: -8276391.500000 Penalty: 3630.944824
Iteration 8Q: 3 clusters Score -8276392 nChanged 1685
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26912 members
Mstep: Class 2 contains 44209 members
Entering Unmasked Estep
Score: -8277089.000000 Penalty: 3630.944824
Iteration 9Q: 3 clusters Score -8277089 nChanged 1034
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27188 members
Mstep: Class 2 contains 43933 members
Entering Unmasked Estep
Score: -8277344.500000 Penalty: 3630.944824
Iteration 10Q: 3 clusters Score -8277344 nChanged 701
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27393 members
Mstep: Class 2 contains 43728 members
Entering Unmasked Estep
Score: -8277438.000000 Penalty: 3630.944824
Iteration 11Q: 3 clusters Score -8277438 nChanged 433
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27560 members
Mstep: Class 2 contains 43561 members
Entering Unmasked Estep
Score: -8277489.000000 Penalty: 3630.944824
Iteration 12Q: 3 clusters Score -8277489 nChanged 289
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27681 members
Mstep: Class 2 contains 43440 members
Entering Unmasked Estep
Score: -8277538.000000 Penalty: 3630.944824
Iteration 13Q: 3 clusters Score -8277538 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27775 members
Mstep: Class 2 contains 43346 members
Entering Unmasked Estep
Score: -8277517.000000 Penalty: 3630.944824
Iteration 14Q: 3 clusters Score -8277517 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27865 members
Mstep: Class 2 contains 43256 members
Entering Unmasked Estep
Score: -8277542.500000 Penalty: 3630.944824
Iteration 15Q: 3 clusters Score -8277542 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27943 members
Mstep: Class 2 contains 43178 members
Entering Unmasked Estep
Score: -8277538.000000 Penalty: 3630.944824
Iteration 16Q: 3 clusters Score -8277538 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28001 members
Mstep: Class 2 contains 43120 members
Entering Unmasked Estep
Score: -8277536.000000 Penalty: 3630.944824
Iteration 17Q: 3 clusters Score -8277536 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28055 members
Mstep: Class 2 contains 43066 members
Entering Unmasked Estep
Score: -8277523.500000 Penalty: 3630.944824
Iteration 18Q: 3 clusters Score -8277524 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28096 members
Mstep: Class 2 contains 43025 members
Entering Unmasked Estep
Score: -8277520.000000 Penalty: 3630.944824
Iteration 19Q: 3 clusters Score -8277520 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28131 members
Mstep: Class 2 contains 42990 members
Entering Unmasked Estep
Score: -8277515.500000 Penalty: 3630.944824
Iteration 20F: 3 clusters Score -8277516 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28165 members
Mstep: Class 2 contains 42956 members
Entering Unmasked Estep
Score: -8277514.500000 Penalty: 3630.944824
Iteration 21Q: 3 clusters Score -8277514 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28202 members
Mstep: Class 2 contains 42919 members
Entering Unmasked Estep
Score: -8277516.500000 Penalty: 3630.944824
Iteration 22Q: 3 clusters Score -8277516 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28228 members
Mstep: Class 2 contains 42893 members
Entering Unmasked Estep
Score: -8277522.500000 Penalty: 3630.944824
Iteration 23Q: 3 clusters Score -8277522 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28266 members
Mstep: Class 2 contains 42855 members
Entering Unmasked Estep
Score: -8277529.500000 Penalty: 3630.944824
Iteration 24Q: 3 clusters Score -8277530 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28299 members
Mstep: Class 2 contains 42822 members
Entering Unmasked Estep
Score: -8277531.500000 Penalty: 3630.944824
Iteration 25Q: 3 clusters Score -8277532 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28323 members
Mstep: Class 2 contains 42798 members
Entering Unmasked Estep
Score: -8277522.000000 Penalty: 3630.944824
Iteration 26Q: 3 clusters Score -8277522 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28348 members
Mstep: Class 2 contains 42773 members
Entering Unmasked Estep
Score: -8277529.000000 Penalty: 3630.944824
Iteration 27Q: 3 clusters Score -8277529 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28368 members
Mstep: Class 2 contains 42753 members
Entering Unmasked Estep
Score: -8277542.000000 Penalty: 3630.944824
Iteration 28Q: 3 clusters Score -8277542 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28396 members
Mstep: Class 2 contains 42725 members
Entering Unmasked Estep
Score: -8277529.000000 Penalty: 3630.944824
Iteration 29Q: 3 clusters Score -8277529 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28426 members
Mstep: Class 2 contains 42695 members
Entering Unmasked Estep
Score: -8277530.000000 Penalty: 3630.944824
Iteration 30Q: 3 clusters Score -8277530 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28455 members
Mstep: Class 2 contains 42666 members
Entering Unmasked Estep
Score: -8277542.500000 Penalty: 3630.944824
Iteration 31Q: 3 clusters Score -8277542 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28483 members
Mstep: Class 2 contains 42638 members
Entering Unmasked Estep
Score: -8277540.000000 Penalty: 3630.944824
Iteration 32Q: 3 clusters Score -8277540 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28513 members
Mstep: Class 2 contains 42608 members
Entering Unmasked Estep
Score: -8277529.000000 Penalty: 3630.944824
Iteration 33Q: 3 clusters Score -8277529 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28540 members
Mstep: Class 2 contains 42581 members
Entering Unmasked Estep
Score: -8277525.000000 Penalty: 3630.944824
Iteration 34Q: 3 clusters Score -8277525 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28558 members
Mstep: Class 2 contains 42563 members
Entering Unmasked Estep
Score: -8277518.500000 Penalty: 3630.944824
Iteration 35Q: 3 clusters Score -8277518 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28579 members
Mstep: Class 2 contains 42542 members
Entering Unmasked Estep
Score: -8277521.000000 Penalty: 3630.944824
Iteration 36Q: 3 clusters Score -8277521 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28600 members
Mstep: Class 2 contains 42521 members
Entering Unmasked Estep
Score: -8277522.000000 Penalty: 3630.944824
Iteration 37Q: 3 clusters Score -8277522 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28618 members
Mstep: Class 2 contains 42503 members
Entering Unmasked Estep
Score: -8277516.500000 Penalty: 3630.944824
Iteration 38Q: 3 clusters Score -8277516 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28640 members
Mstep: Class 2 contains 42481 members
Entering Unmasked Estep
Score: -8277513.500000 Penalty: 3630.944824
Iteration 39Q: 3 clusters Score -8277514 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28668 members
Mstep: Class 2 contains 42453 members
Entering Unmasked Estep
Score: -8277521.000000 Penalty: 3630.944824
Iteration 40F: 3 clusters Score -8277521 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28702 members
Mstep: Class 2 contains 42419 members
Entering Unmasked Estep
Score: -8277521.000000 Penalty: 3630.944824
Iteration 41Q: 3 clusters Score -8277521 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28733 members
Mstep: Class 2 contains 42388 members
Entering Unmasked Estep
Score: -8277521.500000 Penalty: 3630.944824
Iteration 42Q: 3 clusters Score -8277522 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28762 members
Mstep: Class 2 contains 42359 members
Entering Unmasked Estep
Score: -8277530.000000 Penalty: 3630.944824
Iteration 43Q: 3 clusters Score -8277530 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28783 members
Mstep: Class 2 contains 42338 members
Entering Unmasked Estep
Score: -8277535.500000 Penalty: 3630.944824
Iteration 44Q: 3 clusters Score -8277536 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28801 members
Mstep: Class 2 contains 42320 members
Entering Unmasked Estep
Score: -8277534.000000 Penalty: 3630.944824
Iteration 45Q: 3 clusters Score -8277534 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28821 members
Mstep: Class 2 contains 42300 members
Entering Unmasked Estep
Score: -8277528.000000 Penalty: 3630.944824
Iteration 46Q: 3 clusters Score -8277528 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28843 members
Mstep: Class 2 contains 42278 members
Entering Unmasked Estep
Score: -8277542.000000 Penalty: 3630.944824
Iteration 47Q: 3 clusters Score -8277542 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28871 members
Mstep: Class 2 contains 42250 members
Entering Unmasked Estep
Score: -8277544.500000 Penalty: 3630.944824
Iteration 48Q: 3 clusters Score -8277544 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28899 members
Mstep: Class 2 contains 42222 members
Entering Unmasked Estep
Score: -8277535.000000 Penalty: 3630.944824
Iteration 49Q: 3 clusters Score -8277535 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28925 members
Mstep: Class 2 contains 42196 members
Entering Unmasked Estep
Score: -8277533.500000 Penalty: 3630.944824
Iteration 50Q: 3 clusters Score -8277534 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28953 members
Mstep: Class 2 contains 42168 members
Entering Unmasked Estep
Score: -8277527.000000 Penalty: 3630.944824
Iteration 51Q: 3 clusters Score -8277527 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28984 members
Mstep: Class 2 contains 42137 members
Entering Unmasked Estep
Score: -8277528.500000 Penalty: 3630.944824
Iteration 52Q: 3 clusters Score -8277528 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29015 members
Mstep: Class 2 contains 42106 members
Entering Unmasked Estep
Score: -8277542.500000 Penalty: 3630.944824
Iteration 53Q: 3 clusters Score -8277542 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29050 members
Mstep: Class 2 contains 42071 members
Entering Unmasked Estep
Score: -8277537.500000 Penalty: 3630.944824
Iteration 54Q: 3 clusters Score -8277538 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29091 members
Mstep: Class 2 contains 42030 members
Entering Unmasked Estep
Score: -8277531.000000 Penalty: 3630.944824
Iteration 55Q: 3 clusters Score -8277531 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29148 members
Mstep: Class 2 contains 41973 members
Entering Unmasked Estep
Score: -8277540.000000 Penalty: 3630.944824
Iteration 56Q: 3 clusters Score -8277540 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29212 members
Mstep: Class 2 contains 41909 members
Entering Unmasked Estep
Score: -8277545.500000 Penalty: 3630.944824
Iteration 57Q: 3 clusters Score -8277546 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29260 members
Mstep: Class 2 contains 41861 members
Entering Unmasked Estep
Score: -8277543.500000 Penalty: 3630.944824
Iteration 58Q: 3 clusters Score -8277544 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29305 members
Mstep: Class 2 contains 41816 members
Entering Unmasked Estep
Score: -8277539.000000 Penalty: 3630.944824
Iteration 59Q: 3 clusters Score -8277539 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29363 members
Mstep: Class 2 contains 41758 members
Entering Unmasked Estep
Score: -8277556.500000 Penalty: 3630.944824
Iteration 60F: 3 clusters Score -8277556 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29426 members
Mstep: Class 2 contains 41695 members
Entering Unmasked Estep
Score: -8277566.000000 Penalty: 3630.944824
Iteration 61Q: 3 clusters Score -8277566 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29492 members
Mstep: Class 2 contains 41629 members
Entering Unmasked Estep
Score: -8277564.000000 Penalty: 3630.944824
Iteration 62Q: 3 clusters Score -8277564 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29561 members
Mstep: Class 2 contains 41560 members
Entering Unmasked Estep
Score: -8277567.500000 Penalty: 3630.944824
Iteration 63Q: 3 clusters Score -8277568 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29620 members
Mstep: Class 2 contains 41501 members
Entering Unmasked Estep
Score: -8277552.000000 Penalty: 3630.944824
Iteration 64Q: 3 clusters Score -8277552 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29681 members
Mstep: Class 2 contains 41440 members
Entering Unmasked Estep
Score: -8277549.500000 Penalty: 3630.944824
Iteration 65Q: 3 clusters Score -8277550 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29752 members
Mstep: Class 2 contains 41369 members
Entering Unmasked Estep
Score: -8277564.000000 Penalty: 3630.944824
Iteration 66Q: 3 clusters Score -8277564 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29818 members
Mstep: Class 2 contains 41303 members
Entering Unmasked Estep
Score: -8277575.000000 Penalty: 3630.944824
Iteration 67Q: 3 clusters Score -8277575 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29879 members
Mstep: Class 2 contains 41242 members
Entering Unmasked Estep
Score: -8277575.000000 Penalty: 3630.944824
Iteration 68Q: 3 clusters Score -8277575 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29941 members
Mstep: Class 2 contains 41180 members
Entering Unmasked Estep
Score: -8277565.500000 Penalty: 3630.944824
Iteration 69Q: 3 clusters Score -8277566 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30017 members
Mstep: Class 2 contains 41104 members
Entering Unmasked Estep
Score: -8277567.500000 Penalty: 3630.944824
Iteration 70Q: 3 clusters Score -8277568 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30076 members
Mstep: Class 2 contains 41045 members
Entering Unmasked Estep
Score: -8277570.000000 Penalty: 3630.944824
Iteration 71Q: 3 clusters Score -8277570 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30132 members
Mstep: Class 2 contains 40989 members
Entering Unmasked Estep
Score: -8277573.500000 Penalty: 3630.944824
Iteration 72Q: 3 clusters Score -8277574 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30191 members
Mstep: Class 2 contains 40930 members
Entering Unmasked Estep
Score: -8277573.500000 Penalty: 3630.944824
Iteration 73Q: 3 clusters Score -8277574 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30250 members
Mstep: Class 2 contains 40871 members
Entering Unmasked Estep
Score: -8277576.500000 Penalty: 3630.944824
Iteration 74Q: 3 clusters Score -8277576 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30308 members
Mstep: Class 2 contains 40813 members
Entering Unmasked Estep
Score: -8277570.500000 Penalty: 3630.944824
Iteration 75Q: 3 clusters Score -8277570 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30364 members
Mstep: Class 2 contains 40757 members
Entering Unmasked Estep
Score: -8277572.000000 Penalty: 3630.944824
Iteration 76Q: 3 clusters Score -8277572 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30433 members
Mstep: Class 2 contains 40688 members
Entering Unmasked Estep
Score: -8277578.000000 Penalty: 3630.944824
Iteration 77Q: 3 clusters Score -8277578 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30506 members
Mstep: Class 2 contains 40615 members
Entering Unmasked Estep
Score: -8277596.000000 Penalty: 3630.944824
Iteration 78Q: 3 clusters Score -8277596 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30583 members
Mstep: Class 2 contains 40538 members
Entering Unmasked Estep
Score: -8277597.500000 Penalty: 3630.944824
Iteration 79Q: 3 clusters Score -8277598 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30667 members
Mstep: Class 2 contains 40454 members
Entering Unmasked Estep
Score: -8277625.500000 Penalty: 3630.944824
Iteration 80F: 3 clusters Score -8277626 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30754 members
Mstep: Class 2 contains 40367 members
Entering Unmasked Estep
Score: -8277617.500000 Penalty: 3630.944824
Iteration 81Q: 3 clusters Score -8277618 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30848 members
Mstep: Class 2 contains 40273 members
Entering Unmasked Estep
Score: -8277640.500000 Penalty: 3630.944824
Iteration 82Q: 3 clusters Score -8277640 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30952 members
Mstep: Class 2 contains 40169 members
Entering Unmasked Estep
Score: -8277636.000000 Penalty: 3630.944824
Iteration 83Q: 3 clusters Score -8277636 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31073 members
Mstep: Class 2 contains 40048 members
Entering Unmasked Estep
Score: -8277650.000000 Penalty: 3630.944824
Iteration 84Q: 3 clusters Score -8277650 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31205 members
Mstep: Class 2 contains 39916 members
Entering Unmasked Estep
Score: -8277649.500000 Penalty: 3630.944824
Iteration 85Q: 3 clusters Score -8277650 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31340 members
Mstep: Class 2 contains 39781 members
Entering Unmasked Estep
Score: -8277648.000000 Penalty: 3630.944824
Iteration 86Q: 3 clusters Score -8277648 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31470 members
Mstep: Class 2 contains 39651 members
Entering Unmasked Estep
Score: -8277657.500000 Penalty: 3630.944824
Iteration 87Q: 3 clusters Score -8277658 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31592 members
Mstep: Class 2 contains 39529 members
Entering Unmasked Estep
Score: -8277669.500000 Penalty: 3630.944824
Iteration 88Q: 3 clusters Score -8277670 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31722 members
Mstep: Class 2 contains 39399 members
Entering Unmasked Estep
Score: -8277675.000000 Penalty: 3630.944824
Iteration 89Q: 3 clusters Score -8277675 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31829 members
Mstep: Class 2 contains 39292 members
Entering Unmasked Estep
Score: -8277692.500000 Penalty: 3630.944824
Iteration 90Q: 3 clusters Score -8277692 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31956 members
Mstep: Class 2 contains 39165 members
Entering Unmasked Estep
Score: -8277691.500000 Penalty: 3630.944824
Iteration 91Q: 3 clusters Score -8277692 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32083 members
Mstep: Class 2 contains 39038 members
Entering Unmasked Estep
Score: -8277696.000000 Penalty: 3630.944824
Iteration 92Q: 3 clusters Score -8277696 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32205 members
Mstep: Class 2 contains 38916 members
Entering Unmasked Estep
Score: -8277703.000000 Penalty: 3630.944824
Iteration 93Q: 3 clusters Score -8277703 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32316 members
Mstep: Class 2 contains 38805 members
Entering Unmasked Estep
Score: -8277698.000000 Penalty: 3630.944824
Iteration 94Q: 3 clusters Score -8277698 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32435 members
Mstep: Class 2 contains 38686 members
Entering Unmasked Estep
Score: -8277717.000000 Penalty: 3630.944824
Iteration 95Q: 3 clusters Score -8277717 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32546 members
Mstep: Class 2 contains 38575 members
Entering Unmasked Estep
Score: -8277728.000000 Penalty: 3630.944824
Iteration 96Q: 3 clusters Score -8277728 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32655 members
Mstep: Class 2 contains 38466 members
Entering Unmasked Estep
Score: -8277748.500000 Penalty: 3630.944824
Iteration 97Q: 3 clusters Score -8277748 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32763 members
Mstep: Class 2 contains 38358 members
Entering Unmasked Estep
Score: -8277769.000000 Penalty: 3630.944824
Iteration 98Q: 3 clusters Score -8277769 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32889 members
Mstep: Class 2 contains 38232 members
Entering Unmasked Estep
Score: -8277773.500000 Penalty: 3630.944824
Iteration 99Q: 3 clusters Score -8277774 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33001 members
Mstep: Class 2 contains 38120 members
Entering Unmasked Estep
Score: -8277800.500000 Penalty: 3630.944824
Iteration 100F: 3 clusters Score -8277800 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33109 members
Mstep: Class 2 contains 38012 members
Entering Unmasked Estep
Score: -8277788.000000 Penalty: 3630.944824
Iteration 101Q: 3 clusters Score -8277788 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33216 members
Mstep: Class 2 contains 37905 members
Entering Unmasked Estep
Score: -8277801.000000 Penalty: 3630.944824
Iteration 102Q: 3 clusters Score -8277801 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33307 members
Mstep: Class 2 contains 37814 members
Entering Unmasked Estep
Score: -8277792.500000 Penalty: 3630.944824
Iteration 103Q: 3 clusters Score -8277792 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33414 members
Mstep: Class 2 contains 37707 members
Entering Unmasked Estep
Score: -8277790.000000 Penalty: 3630.944824
Iteration 104Q: 3 clusters Score -8277790 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33512 members
Mstep: Class 2 contains 37609 members
Entering Unmasked Estep
Score: -8277811.500000 Penalty: 3630.944824
Iteration 105Q: 3 clusters Score -8277812 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33600 members
Mstep: Class 2 contains 37521 members
Entering Unmasked Estep
Score: -8277811.500000 Penalty: 3630.944824
Iteration 106Q: 3 clusters Score -8277812 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33683 members
Mstep: Class 2 contains 37438 members
Entering Unmasked Estep
Score: -8277817.500000 Penalty: 3630.944824
Iteration 107Q: 3 clusters Score -8277818 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33765 members
Mstep: Class 2 contains 37356 members
Entering Unmasked Estep
Score: -8277810.000000 Penalty: 3630.944824
Iteration 108Q: 3 clusters Score -8277810 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33845 members
Mstep: Class 2 contains 37276 members
Entering Unmasked Estep
Score: -8277805.000000 Penalty: 3630.944824
Iteration 109Q: 3 clusters Score -8277805 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33935 members
Mstep: Class 2 contains 37186 members
Entering Unmasked Estep
Score: -8277804.500000 Penalty: 3630.944824
Iteration 110Q: 3 clusters Score -8277804 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34036 members
Mstep: Class 2 contains 37085 members
Entering Unmasked Estep
Score: -8277825.500000 Penalty: 3630.944824
Iteration 111Q: 3 clusters Score -8277826 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34145 members
Mstep: Class 2 contains 36976 members
Entering Unmasked Estep
Score: -8277829.000000 Penalty: 3630.944824
Iteration 112Q: 3 clusters Score -8277829 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34262 members
Mstep: Class 2 contains 36859 members
Entering Unmasked Estep
Score: -8277851.500000 Penalty: 3630.944824
Iteration 113Q: 3 clusters Score -8277852 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34379 members
Mstep: Class 2 contains 36742 members
Entering Unmasked Estep
Score: -8277859.000000 Penalty: 3630.944824
Iteration 114Q: 3 clusters Score -8277859 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34501 members
Mstep: Class 2 contains 36620 members
Entering Unmasked Estep
Score: -8277860.500000 Penalty: 3630.944824
Iteration 115Q: 3 clusters Score -8277860 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34621 members
Mstep: Class 2 contains 36500 members
Entering Unmasked Estep
Score: -8277855.500000 Penalty: 3630.944824
Iteration 116Q: 3 clusters Score -8277856 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34734 members
Mstep: Class 2 contains 36387 members
Entering Unmasked Estep
Score: -8277856.000000 Penalty: 3630.944824
Iteration 117Q: 3 clusters Score -8277856 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34830 members
Mstep: Class 2 contains 36291 members
Entering Unmasked Estep
Score: -8277852.500000 Penalty: 3630.944824
Iteration 118Q: 3 clusters Score -8277852 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34931 members
Mstep: Class 2 contains 36190 members
Entering Unmasked Estep
Score: -8277849.500000 Penalty: 3630.944824
Iteration 119Q: 3 clusters Score -8277850 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35023 members
Mstep: Class 2 contains 36098 members
Entering Unmasked Estep
Score: -8277842.500000 Penalty: 3630.944824
Iteration 120F: 3 clusters Score -8277842 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35122 members
Mstep: Class 2 contains 35999 members
Entering Unmasked Estep
Score: -8277862.000000 Penalty: 3630.944824
Iteration 121Q: 3 clusters Score -8277862 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35233 members
Mstep: Class 2 contains 35888 members
Entering Unmasked Estep
Score: -8277891.500000 Penalty: 3630.944824
Iteration 122Q: 3 clusters Score -8277892 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35328 members
Mstep: Class 2 contains 35793 members
Entering Unmasked Estep
Score: -8277912.000000 Penalty: 3630.944824
Iteration 123Q: 3 clusters Score -8277912 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35424 members
Mstep: Class 2 contains 35697 members
Entering Unmasked Estep
Score: -8277907.500000 Penalty: 3630.944824
Iteration 124Q: 3 clusters Score -8277908 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35513 members
Mstep: Class 2 contains 35608 members
Entering Unmasked Estep
Score: -8277914.000000 Penalty: 3630.944824
Iteration 125Q: 3 clusters Score -8277914 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35586 members
Mstep: Class 2 contains 35535 members
Entering Unmasked Estep
Score: -8277911.500000 Penalty: 3630.944824
Iteration 126Q: 3 clusters Score -8277912 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35650 members
Mstep: Class 2 contains 35471 members
Entering Unmasked Estep
Score: -8277925.000000 Penalty: 3630.944824
Iteration 127Q: 3 clusters Score -8277925 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35708 members
Mstep: Class 2 contains 35413 members
Entering Unmasked Estep
Score: -8277920.000000 Penalty: 3630.944824
Iteration 128Q: 3 clusters Score -8277920 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35758 members
Mstep: Class 2 contains 35363 members
Entering Unmasked Estep
Score: -8277927.500000 Penalty: 3630.944824
Iteration 129Q: 3 clusters Score -8277928 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35799 members
Mstep: Class 2 contains 35322 members
Entering Unmasked Estep
Score: -8277916.000000 Penalty: 3630.944824
Iteration 130Q: 3 clusters Score -8277916 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35839 members
Mstep: Class 2 contains 35282 members
Entering Unmasked Estep
Score: -8277908.000000 Penalty: 3630.944824
Iteration 131Q: 3 clusters Score -8277908 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35870 members
Mstep: Class 2 contains 35251 members
Entering Unmasked Estep
Score: -8277913.000000 Penalty: 3630.944824
Iteration 132Q: 3 clusters Score -8277913 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35895 members
Mstep: Class 2 contains 35226 members
Entering Unmasked Estep
Score: -8277920.000000 Penalty: 3630.944824
Iteration 133Q: 3 clusters Score -8277920 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35915 members
Mstep: Class 2 contains 35206 members
Entering Unmasked Estep
Score: -8277915.000000 Penalty: 3630.944824
Iteration 134Q: 3 clusters Score -8277915 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35930 members
Mstep: Class 2 contains 35191 members
Entering Unmasked Estep
Score: -8277924.500000 Penalty: 3630.944824
Iteration 135Q: 3 clusters Score -8277924 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35952 members
Mstep: Class 2 contains 35169 members
Entering Unmasked Estep
Score: -8277908.500000 Penalty: 3630.944824
Iteration 136Q: 3 clusters Score -8277908 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35984 members
Mstep: Class 2 contains 35137 members
Entering Unmasked Estep
Score: -8277906.500000 Penalty: 3630.944824
Iteration 137Q: 3 clusters Score -8277906 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36021 members
Mstep: Class 2 contains 35100 members
Entering Unmasked Estep
Score: -8277894.000000 Penalty: 3630.944824
Iteration 138Q: 3 clusters Score -8277894 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36055 members
Mstep: Class 2 contains 35066 members
Entering Unmasked Estep
Score: -8277909.500000 Penalty: 3630.944824
Iteration 139Q: 3 clusters Score -8277910 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36091 members
Mstep: Class 2 contains 35030 members
Entering Unmasked Estep
Score: -8277901.500000 Penalty: 3630.944824
Iteration 140F: 3 clusters Score -8277902 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36121 members
Mstep: Class 2 contains 35000 members
Entering Unmasked Estep
Score: -8277894.500000 Penalty: 3630.944824
Iteration 141Q: 3 clusters Score -8277894 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36148 members
Mstep: Class 2 contains 34973 members
Entering Unmasked Estep
Score: -8277904.000000 Penalty: 3630.944824
Iteration 142Q: 3 clusters Score -8277904 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36166 members
Mstep: Class 2 contains 34955 members
Entering Unmasked Estep
Score: -8277901.500000 Penalty: 3630.944824
Iteration 143Q: 3 clusters Score -8277902 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36184 members
Mstep: Class 2 contains 34937 members
Entering Unmasked Estep
Score: -8277897.000000 Penalty: 3630.944824
Iteration 144Q: 3 clusters Score -8277897 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36202 members
Mstep: Class 2 contains 34919 members
Entering Unmasked Estep
Score: -8277894.000000 Penalty: 3630.944824
Iteration 145Q: 3 clusters Score -8277894 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36215 members
Mstep: Class 2 contains 34906 members
Entering Unmasked Estep
Score: -8277896.000000 Penalty: 3630.944824
Iteration 146Q: 3 clusters Score -8277896 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36227 members
Mstep: Class 2 contains 34894 members
Entering Unmasked Estep
Score: -8277889.500000 Penalty: 3630.944824
Iteration 147Q: 3 clusters Score -8277890 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36238 members
Mstep: Class 2 contains 34883 members
Entering Unmasked Estep
Score: -8277883.000000 Penalty: 3630.944824
Iteration 148Q: 3 clusters Score -8277883 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36251 members
Mstep: Class 2 contains 34870 members
Entering Unmasked Estep
Score: -8277894.000000 Penalty: 3630.944824
Iteration 149Q: 3 clusters Score -8277894 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36272 members
Mstep: Class 2 contains 34849 members
Entering Unmasked Estep
Score: -8277892.000000 Penalty: 3630.944824
Iteration 150Q: 3 clusters Score -8277892 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36290 members
Mstep: Class 2 contains 34831 members
Entering Unmasked Estep
Score: -8277894.000000 Penalty: 3630.944824
Iteration 151Q: 3 clusters Score -8277894 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36302 members
Mstep: Class 2 contains 34819 members
Entering Unmasked Estep
Score: -8277895.500000 Penalty: 3630.944824
Iteration 152Q: 3 clusters Score -8277896 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36308 members
Mstep: Class 2 contains 34813 members
Entering Unmasked Estep
Score: -8277894.000000 Penalty: 3630.944824
Iteration 153Q: 3 clusters Score -8277894 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36314 members
Mstep: Class 2 contains 34807 members
Entering Unmasked Estep
Score: -8277891.500000 Penalty: 3630.944824
Iteration 154Q: 3 clusters Score -8277892 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36319 members
Mstep: Class 2 contains 34802 members
Entering Unmasked Estep
Score: -8277893.000000 Penalty: 3630.944824
Iteration 155Q: 3 clusters Score -8277893 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36322 members
Mstep: Class 2 contains 34799 members
Entering Unmasked Estep
Score: -8277895.500000 Penalty: 3630.944824
Iteration 156Q: 3 clusters Score -8277896 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36324 members
Mstep: Class 2 contains 34797 members
Entering Unmasked Estep
Score: -8277896.500000 Penalty: 3630.944824
Iteration 157Q: 3 clusters Score -8277896 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36324 members
Mstep: Class 2 contains 34797 members
Entering Unmasked Estep
Score: -8277896.500000 Penalty: 3630.944824
Iteration 158F: 3 clusters Score -8277896 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1107 members
Mstep: Class 2 contains 71235 members
Mstep: Class 3 contains 33156 members
Mstep: Class 4 contains 103485 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26997 members
Mstep: Class 7 contains 14468 members
Mstep: Class 8 contains 13387 members
Mstep: Class 9 contains 20887 members
Mstep: Class 10 contains 28484 members
Mstep: Class 11 contains 2413 members
Mstep: Class 12 contains 1753 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44525 members
Mstep: Class 15 contains 2088 members
Mstep: Class 16 contains 6351 members
Mstep: Class 17 contains 29869 members
Mstep: Class 18 contains 17164 members
Mstep: Class 19 contains 58476 members
Mstep: Class 20 contains 36324 members
Mstep: Class 21 contains 12853 members
Mstep: Class 22 contains 8246 members
Mstep: Class 23 contains 20201 members
Mstep: Class 24 contains 34797 members
Entering Unmasked Estep
Score: -67311400.000000 Penalty: 51816.656250
Splitting cluster 20 changes total score from -67303520.000000 to -67311400.000000
So it's getting split into cluster 24.
Entering ConstructFrom:
Trying to split cluster 21 (12853 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12853 members
Entering Unmasked Estep
Score: -1407764.375000 Penalty: 1537.466553
Iteration 0F: 2 clusters Score -1407764 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6333 members
Mstep: Class 2 contains 6520 members
Entering Unmasked Estep
Score: -1398753.125000 Penalty: 3074.933105
Iteration 0F: 3 clusters Score -1398753 nChanged 5595
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5966 members
Mstep: Class 2 contains 6887 members
Entering Unmasked Estep
Score: -1401841.750000 Penalty: 3074.933105
Iteration 1F: 3 clusters Score -1401842 nChanged 754
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5674 members
Mstep: Class 2 contains 7179 members
Entering Unmasked Estep
Score: -1402191.125000 Penalty: 3074.933105
Iteration 2F: 3 clusters Score -1402191 nChanged 728
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5300 members
Mstep: Class 2 contains 7553 members
Entering Unmasked Estep
Score: -1402580.625000 Penalty: 3074.933105
Iteration 3F: 3 clusters Score -1402581 nChanged 785
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4805 members
Mstep: Class 2 contains 8048 members
Entering Unmasked Estep
Score: -1403081.875000 Penalty: 3074.933105
Iteration 4F: 3 clusters Score -1403082 nChanged 823
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4178 members
Mstep: Class 2 contains 8675 members
Entering Unmasked Estep
Score: -1403666.375000 Penalty: 3074.933105
Iteration 5F: 3 clusters Score -1403666 nChanged 807
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3517 members
Mstep: Class 2 contains 9336 members
Entering Unmasked Estep
Score: -1404357.250000 Penalty: 3074.933105
Iteration 6F: 3 clusters Score -1404357 nChanged 773
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2886 members
Mstep: Class 2 contains 9967 members
Entering Unmasked Estep
Score: -1405107.125000 Penalty: 3074.933105
Iteration 7F: 3 clusters Score -1405107 nChanged 611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2435 members
Mstep: Class 2 contains 10418 members
Entering Unmasked Estep
Score: -1405671.125000 Penalty: 3074.933105
Iteration 8Q: 3 clusters Score -1405671 nChanged 419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2152 members
Mstep: Class 2 contains 10701 members
Entering Unmasked Estep
Score: -1405985.750000 Penalty: 3074.933105
Iteration 9Q: 3 clusters Score -1405986 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1979 members
Mstep: Class 2 contains 10874 members
Entering Unmasked Estep
Score: -1406155.625000 Penalty: 3074.933105
Iteration 10Q: 3 clusters Score -1406156 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1842 members
Mstep: Class 2 contains 11011 members
Entering Unmasked Estep
Score: -1406252.250000 Penalty: 3074.933105
Iteration 11Q: 3 clusters Score -1406252 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1746 members
Mstep: Class 2 contains 11107 members
Entering Unmasked Estep
Score: -1406308.125000 Penalty: 3074.933105
Iteration 12Q: 3 clusters Score -1406308 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1674 members
Mstep: Class 2 contains 11179 members
Entering Unmasked Estep
Score: -1406355.000000 Penalty: 3074.933105
Iteration 13Q: 3 clusters Score -1406355 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1595 members
Mstep: Class 2 contains 11258 members
Entering Unmasked Estep
Score: -1406386.750000 Penalty: 3074.933105
Iteration 14Q: 3 clusters Score -1406387 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1531 members
Mstep: Class 2 contains 11322 members
Entering Unmasked Estep
Score: -1406414.250000 Penalty: 3074.933105
Iteration 15Q: 3 clusters Score -1406414 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1478 members
Mstep: Class 2 contains 11375 members
Entering Unmasked Estep
Score: -1406436.000000 Penalty: 3074.933105
Iteration 16Q: 3 clusters Score -1406436 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1447 members
Mstep: Class 2 contains 11406 members
Entering Unmasked Estep
Score: -1406448.250000 Penalty: 3074.933105
Iteration 17Q: 3 clusters Score -1406448 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1423 members
Mstep: Class 2 contains 11430 members
Entering Unmasked Estep
Score: -1406451.625000 Penalty: 3074.933105
Iteration 18Q: 3 clusters Score -1406452 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1407 members
Mstep: Class 2 contains 11446 members
Entering Unmasked Estep
Score: -1406459.375000 Penalty: 3074.933105
Iteration 19Q: 3 clusters Score -1406459 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1385 members
Mstep: Class 2 contains 11468 members
Entering Unmasked Estep
Score: -1406468.500000 Penalty: 3074.933105
Iteration 20F: 3 clusters Score -1406468 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1366 members
Mstep: Class 2 contains 11487 members
Entering Unmasked Estep
Score: -1406474.500000 Penalty: 3074.933105
Iteration 21Q: 3 clusters Score -1406474 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1345 members
Mstep: Class 2 contains 11508 members
Entering Unmasked Estep
Score: -1406486.125000 Penalty: 3074.933105
Iteration 22Q: 3 clusters Score -1406486 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1317 members
Mstep: Class 2 contains 11536 members
Entering Unmasked Estep
Score: -1406501.000000 Penalty: 3074.933105
Iteration 23Q: 3 clusters Score -1406501 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1287 members
Mstep: Class 2 contains 11566 members
Entering Unmasked Estep
Score: -1406510.375000 Penalty: 3074.933105
Iteration 24Q: 3 clusters Score -1406510 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1261 members
Mstep: Class 2 contains 11592 members
Entering Unmasked Estep
Score: -1406517.250000 Penalty: 3074.933105
Iteration 25Q: 3 clusters Score -1406517 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1245 members
Mstep: Class 2 contains 11608 members
Entering Unmasked Estep
Score: -1406525.375000 Penalty: 3074.933105
Iteration 26Q: 3 clusters Score -1406525 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1236 members
Mstep: Class 2 contains 11617 members
Entering Unmasked Estep
Score: -1406523.625000 Penalty: 3074.933105
Iteration 27Q: 3 clusters Score -1406524 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1233 members
Mstep: Class 2 contains 11620 members
Entering Unmasked Estep
Score: -1406524.875000 Penalty: 3074.933105
Iteration 28Q: 3 clusters Score -1406525 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1230 members
Mstep: Class 2 contains 11623 members
Entering Unmasked Estep
Score: -1406526.000000 Penalty: 3074.933105
Iteration 29Q: 3 clusters Score -1406526 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1226 members
Mstep: Class 2 contains 11627 members
Entering Unmasked Estep
Score: -1406526.500000 Penalty: 3074.933105
Iteration 30Q: 3 clusters Score -1406526 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1223 members
Mstep: Class 2 contains 11630 members
Entering Unmasked Estep
Score: -1406526.500000 Penalty: 3074.933105
Iteration 31Q: 3 clusters Score -1406526 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1219 members
Mstep: Class 2 contains 11634 members
Entering Unmasked Estep
Score: -1406529.625000 Penalty: 3074.933105
Iteration 32Q: 3 clusters Score -1406530 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1215 members
Mstep: Class 2 contains 11638 members
Entering Unmasked Estep
Score: -1406530.500000 Penalty: 3074.933105
Iteration 33Q: 3 clusters Score -1406530 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1212 members
Mstep: Class 2 contains 11641 members
Entering Unmasked Estep
Score: -1406532.750000 Penalty: 3074.933105
Iteration 34Q: 3 clusters Score -1406533 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1208 members
Mstep: Class 2 contains 11645 members
Entering Unmasked Estep
Score: -1406535.000000 Penalty: 3074.933105
Iteration 35Q: 3 clusters Score -1406535 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1204 members
Mstep: Class 2 contains 11649 members
Entering Unmasked Estep
Score: -1406532.500000 Penalty: 3074.933105
Iteration 36Q: 3 clusters Score -1406532 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1199 members
Mstep: Class 2 contains 11654 members
Entering Unmasked Estep
Score: -1406533.875000 Penalty: 3074.933105
Iteration 37Q: 3 clusters Score -1406534 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1196 members
Mstep: Class 2 contains 11657 members
Entering Unmasked Estep
Score: -1406535.000000 Penalty: 3074.933105
Iteration 38Q: 3 clusters Score -1406535 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1193 members
Mstep: Class 2 contains 11660 members
Entering Unmasked Estep
Score: -1406533.250000 Penalty: 3074.933105
Iteration 39Q: 3 clusters Score -1406533 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1192 members
Mstep: Class 2 contains 11661 members
Entering Unmasked Estep
Score: -1406534.500000 Penalty: 3074.933105
Iteration 40F: 3 clusters Score -1406534 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1188 members
Mstep: Class 2 contains 11665 members
Entering Unmasked Estep
Score: -1406536.750000 Penalty: 3074.933105
Iteration 41Q: 3 clusters Score -1406537 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1183 members
Mstep: Class 2 contains 11670 members
Entering Unmasked Estep
Score: -1406537.750000 Penalty: 3074.933105
Iteration 42Q: 3 clusters Score -1406538 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1179 members
Mstep: Class 2 contains 11674 members
Entering Unmasked Estep
Score: -1406541.000000 Penalty: 3074.933105
Iteration 43Q: 3 clusters Score -1406541 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1172 members
Mstep: Class 2 contains 11681 members
Entering Unmasked Estep
Score: -1406542.875000 Penalty: 3074.933105
Iteration 44Q: 3 clusters Score -1406543 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1166 members
Mstep: Class 2 contains 11687 members
Entering Unmasked Estep
Score: -1406547.000000 Penalty: 3074.933105
Iteration 45Q: 3 clusters Score -1406547 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1160 members
Mstep: Class 2 contains 11693 members
Entering Unmasked Estep
Score: -1406551.125000 Penalty: 3074.933105
Iteration 46Q: 3 clusters Score -1406551 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1152 members
Mstep: Class 2 contains 11701 members
Entering Unmasked Estep
Score: -1406548.875000 Penalty: 3074.933105
Iteration 47Q: 3 clusters Score -1406549 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1144 members
Mstep: Class 2 contains 11709 members
Entering Unmasked Estep
Score: -1406551.750000 Penalty: 3074.933105
Iteration 48Q: 3 clusters Score -1406552 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1141 members
Mstep: Class 2 contains 11712 members
Entering Unmasked Estep
Score: -1406554.375000 Penalty: 3074.933105
Iteration 49Q: 3 clusters Score -1406554 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1137 members
Mstep: Class 2 contains 11716 members
Entering Unmasked Estep
Score: -1406553.750000 Penalty: 3074.933105
Iteration 50Q: 3 clusters Score -1406554 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1130 members
Mstep: Class 2 contains 11723 members
Entering Unmasked Estep
Score: -1406552.875000 Penalty: 3074.933105
Iteration 51Q: 3 clusters Score -1406553 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1125 members
Mstep: Class 2 contains 11728 members
Entering Unmasked Estep
Score: -1406558.125000 Penalty: 3074.933105
Iteration 52Q: 3 clusters Score -1406558 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1120 members
Mstep: Class 2 contains 11733 members
Entering Unmasked Estep
Score: -1406559.375000 Penalty: 3074.933105
Iteration 53Q: 3 clusters Score -1406559 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1115 members
Mstep: Class 2 contains 11738 members
Entering Unmasked Estep
Score: -1406560.125000 Penalty: 3074.933105
Iteration 54Q: 3 clusters Score -1406560 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1114 members
Mstep: Class 2 contains 11739 members
Entering Unmasked Estep
Score: -1406560.625000 Penalty: 3074.933105
Iteration 55Q: 3 clusters Score -1406561 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1112 members
Mstep: Class 2 contains 11741 members
Entering Unmasked Estep
Score: -1406563.250000 Penalty: 3074.933105
Iteration 56Q: 3 clusters Score -1406563 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1109 members
Mstep: Class 2 contains 11744 members
Entering Unmasked Estep
Score: -1406565.000000 Penalty: 3074.933105
Iteration 57Q: 3 clusters Score -1406565 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1108 members
Mstep: Class 2 contains 11745 members
Entering Unmasked Estep
Score: -1406564.500000 Penalty: 3074.933105
Iteration 58Q: 3 clusters Score -1406564 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1107 members
Mstep: Class 2 contains 11746 members
Entering Unmasked Estep
Score: -1406564.750000 Penalty: 3074.933105
Iteration 59Q: 3 clusters Score -1406565 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1106 members
Mstep: Class 2 contains 11747 members
Entering Unmasked Estep
Score: -1406564.000000 Penalty: 3074.933105
Iteration 60F: 3 clusters Score -1406564 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 11748 members
Entering Unmasked Estep
Score: -1406563.625000 Penalty: 3074.933105
Iteration 61Q: 3 clusters Score -1406564 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1104 members
Mstep: Class 2 contains 11749 members
Entering Unmasked Estep
Score: -1406563.875000 Penalty: 3074.933105
Iteration 62Q: 3 clusters Score -1406564 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1102 members
Mstep: Class 2 contains 11751 members
Entering Unmasked Estep
Score: -1406564.750000 Penalty: 3074.933105
Iteration 63Q: 3 clusters Score -1406565 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1102 members
Mstep: Class 2 contains 11751 members
Entering Unmasked Estep
Score: -1406564.750000 Penalty: 3074.933105
Iteration 64F: 3 clusters Score -1406565 nChanged 0
Entering ConstructFrom:
Trying to split cluster 22 (8246 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8246 members
Entering Unmasked Estep
Score: -996870.437500 Penalty: 1465.341064
Iteration 0F: 2 clusters Score -996870.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4177 members
Mstep: Class 2 contains 4069 members
Entering Unmasked Estep
Score: -990814.375000 Penalty: 2930.682129
Iteration 0F: 3 clusters Score -990814.4 nChanged 3526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4321 members
Mstep: Class 2 contains 3925 members
Entering Unmasked Estep
Score: -992671.437500 Penalty: 2930.682129
Iteration 1F: 3 clusters Score -992671.4 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4413 members
Mstep: Class 2 contains 3833 members
Entering Unmasked Estep
Score: -992919.687500 Penalty: 2930.682129
Iteration 2F: 3 clusters Score -992919.7 nChanged 426
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4527 members
Mstep: Class 2 contains 3719 members
Entering Unmasked Estep
Score: -993107.312500 Penalty: 2930.682129
Iteration 3F: 3 clusters Score -993107.3 nChanged 364
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4681 members
Mstep: Class 2 contains 3565 members
Entering Unmasked Estep
Score: -993261.500000 Penalty: 2930.682129
Iteration 4Q: 3 clusters Score -993261.5 nChanged 347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4876 members
Mstep: Class 2 contains 3370 members
Entering Unmasked Estep
Score: -993409.937500 Penalty: 2930.682129
Iteration 5Q: 3 clusters Score -993409.9 nChanged 313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5085 members
Mstep: Class 2 contains 3161 members
Entering Unmasked Estep
Score: -993547.937500 Penalty: 2930.682129
Iteration 6Q: 3 clusters Score -993547.9 nChanged 311
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5330 members
Mstep: Class 2 contains 2916 members
Entering Unmasked Estep
Score: -993711.062500 Penalty: 2930.682129
Iteration 7Q: 3 clusters Score -993711.1 nChanged 367
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5655 members
Mstep: Class 2 contains 2591 members
Entering Unmasked Estep
Score: -993935.875000 Penalty: 2930.682129
Iteration 8Q: 3 clusters Score -993935.9 nChanged 366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5995 members
Mstep: Class 2 contains 2251 members
Entering Unmasked Estep
Score: -994167.625000 Penalty: 2930.682129
Iteration 9Q: 3 clusters Score -994167.6 nChanged 362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6335 members
Mstep: Class 2 contains 1911 members
Entering Unmasked Estep
Score: -994401.875000 Penalty: 2930.682129
Iteration 10Q: 3 clusters Score -994401.9 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6666 members
Mstep: Class 2 contains 1580 members
Entering Unmasked Estep
Score: -994648.687500 Penalty: 2930.682129
Iteration 11Q: 3 clusters Score -994648.7 nChanged 281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6923 members
Mstep: Class 2 contains 1323 members
Entering Unmasked Estep
Score: -994847.500000 Penalty: 2930.682129
Iteration 12Q: 3 clusters Score -994847.5 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7149 members
Mstep: Class 2 contains 1097 members
Entering Unmasked Estep
Score: -995021.125000 Penalty: 2930.682129
Iteration 13Q: 3 clusters Score -995021.1 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7324 members
Mstep: Class 2 contains 922 members
Entering Unmasked Estep
Score: -995172.000000 Penalty: 2930.682129
Iteration 14Q: 3 clusters Score -995172 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7448 members
Mstep: Class 2 contains 798 members
Entering Unmasked Estep
Score: -995281.812500 Penalty: 2930.682129
Iteration 15Q: 3 clusters Score -995281.8 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7530 members
Mstep: Class 2 contains 716 members
Entering Unmasked Estep
Score: -995349.812500 Penalty: 2930.682129
Iteration 16Q: 3 clusters Score -995349.8 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7604 members
Mstep: Class 2 contains 642 members
Entering Unmasked Estep
Score: -995414.937500 Penalty: 2930.682129
Iteration 17Q: 3 clusters Score -995414.9 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7655 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -995462.062500 Penalty: 2930.682129
Iteration 18Q: 3 clusters Score -995462.1 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7693 members
Mstep: Class 2 contains 553 members
Entering Unmasked Estep
Score: -995506.812500 Penalty: 2930.682129
Iteration 19Q: 3 clusters Score -995506.8 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7718 members
Mstep: Class 2 contains 528 members
Entering Unmasked Estep
Score: -995529.687500 Penalty: 2930.682129
Iteration 20F: 3 clusters Score -995529.7 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7740 members
Mstep: Class 2 contains 506 members
Entering Unmasked Estep
Score: -995547.875000 Penalty: 2930.682129
Iteration 21Q: 3 clusters Score -995547.9 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7760 members
Mstep: Class 2 contains 486 members
Entering Unmasked Estep
Score: -995570.875000 Penalty: 2930.682129
Iteration 22Q: 3 clusters Score -995570.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7771 members
Mstep: Class 2 contains 475 members
Entering Unmasked Estep
Score: -995584.562500 Penalty: 2930.682129
Iteration 23Q: 3 clusters Score -995584.6 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7776 members
Mstep: Class 2 contains 470 members
Entering Unmasked Estep
Score: -995587.062500 Penalty: 2930.682129
Iteration 24Q: 3 clusters Score -995587.1 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7776 members
Mstep: Class 2 contains 470 members
Entering Unmasked Estep
Score: -995592.125000 Penalty: 2930.682129
Iteration 25Q: 3 clusters Score -995592.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7781 members
Mstep: Class 2 contains 465 members
Entering Unmasked Estep
Score: -995593.062500 Penalty: 2930.682129
Iteration 26Q: 3 clusters Score -995593.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7782 members
Mstep: Class 2 contains 464 members
Entering Unmasked Estep
Score: -995593.312500 Penalty: 2930.682129
Iteration 27Q: 3 clusters Score -995593.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7786 members
Mstep: Class 2 contains 460 members
Entering Unmasked Estep
Score: -995595.750000 Penalty: 2930.682129
Iteration 28Q: 3 clusters Score -995595.8 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7790 members
Mstep: Class 2 contains 456 members
Entering Unmasked Estep
Score: -995596.562500 Penalty: 2930.682129
Iteration 29Q: 3 clusters Score -995596.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7792 members
Mstep: Class 2 contains 454 members
Entering Unmasked Estep
Score: -995598.250000 Penalty: 2930.682129
Iteration 30Q: 3 clusters Score -995598.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7795 members
Mstep: Class 2 contains 451 members
Entering Unmasked Estep
Score: -995599.312500 Penalty: 2930.682129
Iteration 31Q: 3 clusters Score -995599.3 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7797 members
Mstep: Class 2 contains 449 members
Entering Unmasked Estep
Score: -995599.500000 Penalty: 2930.682129
Iteration 32Q: 3 clusters Score -995599.5 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7800 members
Mstep: Class 2 contains 446 members
Entering Unmasked Estep
Score: -995601.000000 Penalty: 2930.682129
Iteration 33Q: 3 clusters Score -995601 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7806 members
Mstep: Class 2 contains 440 members
Entering Unmasked Estep
Score: -995604.000000 Penalty: 2930.682129
Iteration 34Q: 3 clusters Score -995604 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7810 members
Mstep: Class 2 contains 436 members
Entering Unmasked Estep
Score: -995608.250000 Penalty: 2930.682129
Iteration 35Q: 3 clusters Score -995608.2 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7815 members
Mstep: Class 2 contains 431 members
Entering Unmasked Estep
Score: -995612.437500 Penalty: 2930.682129
Iteration 36Q: 3 clusters Score -995612.4 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7819 members
Mstep: Class 2 contains 427 members
Entering Unmasked Estep
Score: -995619.437500 Penalty: 2930.682129
Iteration 37Q: 3 clusters Score -995619.4 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7825 members
Mstep: Class 2 contains 421 members
Entering Unmasked Estep
Score: -995622.187500 Penalty: 2930.682129
Iteration 38Q: 3 clusters Score -995622.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7828 members
Mstep: Class 2 contains 418 members
Entering Unmasked Estep
Score: -995622.937500 Penalty: 2930.682129
Iteration 39Q: 3 clusters Score -995622.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7829 members
Mstep: Class 2 contains 417 members
Entering Unmasked Estep
Score: -995624.937500 Penalty: 2930.682129
Iteration 40F: 3 clusters Score -995624.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7832 members
Mstep: Class 2 contains 414 members
Entering Unmasked Estep
Score: -995627.312500 Penalty: 2930.682129
Iteration 41Q: 3 clusters Score -995627.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7835 members
Mstep: Class 2 contains 411 members
Entering Unmasked Estep
Score: -995627.750000 Penalty: 2930.682129
Iteration 42Q: 3 clusters Score -995627.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7835 members
Mstep: Class 2 contains 411 members
Entering Unmasked Estep
Score: -995627.750000 Penalty: 2930.682129
Iteration 43F: 3 clusters Score -995627.8 nChanged 0
Entering ConstructFrom:
Trying to split cluster 23 (20201 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20201 members
Entering Unmasked Estep
Score: -2394671.000000 Penalty: 1610.941650
Iteration 0F: 2 clusters Score -2394671 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9957 members
Mstep: Class 2 contains 10244 members
Entering Unmasked Estep
Score: -2380992.250000 Penalty: 3221.883301
Iteration 0F: 3 clusters Score -2380992 nChanged 9056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8855 members
Mstep: Class 2 contains 11346 members
Entering Unmasked Estep
Score: -2386147.250000 Penalty: 3221.883301
Iteration 1F: 3 clusters Score -2386147 nChanged 1252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8043 members
Mstep: Class 2 contains 12158 members
Entering Unmasked Estep
Score: -2386774.000000 Penalty: 3221.883301
Iteration 2F: 3 clusters Score -2386774 nChanged 1379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7028 members
Mstep: Class 2 contains 13173 members
Entering Unmasked Estep
Score: -2387618.750000 Penalty: 3221.883301
Iteration 3F: 3 clusters Score -2387619 nChanged 1521
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5775 members
Mstep: Class 2 contains 14426 members
Entering Unmasked Estep
Score: -2388765.500000 Penalty: 3221.883301
Iteration 4F: 3 clusters Score -2388766 nChanged 1488
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4491 members
Mstep: Class 2 contains 15710 members
Entering Unmasked Estep
Score: -2389964.000000 Penalty: 3221.883301
Iteration 5F: 3 clusters Score -2389964 nChanged 1282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3347 members
Mstep: Class 2 contains 16854 members
Entering Unmasked Estep
Score: -2390987.750000 Penalty: 3221.883301
Iteration 6F: 3 clusters Score -2390988 nChanged 1015
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2402 members
Mstep: Class 2 contains 17799 members
Entering Unmasked Estep
Score: -2391828.750000 Penalty: 3221.883301
Iteration 7F: 3 clusters Score -2391829 nChanged 683
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1759 members
Mstep: Class 2 contains 18442 members
Entering Unmasked Estep
Score: -2392401.750000 Penalty: 3221.883301
Iteration 8Q: 3 clusters Score -2392402 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1352 members
Mstep: Class 2 contains 18849 members
Entering Unmasked Estep
Score: -2392771.000000 Penalty: 3221.883301
Iteration 9Q: 3 clusters Score -2392771 nChanged 287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1083 members
Mstep: Class 2 contains 19118 members
Entering Unmasked Estep
Score: -2392989.250000 Penalty: 3221.883301
Iteration 10Q: 3 clusters Score -2392989 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 940 members
Mstep: Class 2 contains 19261 members
Entering Unmasked Estep
Score: -2393110.250000 Penalty: 3221.883301
Iteration 11Q: 3 clusters Score -2393110 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 845 members
Mstep: Class 2 contains 19356 members
Entering Unmasked Estep
Score: -2393186.000000 Penalty: 3221.883301
Iteration 12Q: 3 clusters Score -2393186 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 797 members
Mstep: Class 2 contains 19404 members
Entering Unmasked Estep
Score: -2393228.000000 Penalty: 3221.883301
Iteration 13Q: 3 clusters Score -2393228 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 762 members
Mstep: Class 2 contains 19439 members
Entering Unmasked Estep
Score: -2393265.250000 Penalty: 3221.883301
Iteration 14Q: 3 clusters Score -2393265 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 726 members
Mstep: Class 2 contains 19475 members
Entering Unmasked Estep
Score: -2393293.000000 Penalty: 3221.883301
Iteration 15Q: 3 clusters Score -2393293 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 703 members
Mstep: Class 2 contains 19498 members
Entering Unmasked Estep
Score: -2393307.500000 Penalty: 3221.883301
Iteration 16Q: 3 clusters Score -2393308 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 684 members
Mstep: Class 2 contains 19517 members
Entering Unmasked Estep
Score: -2393317.000000 Penalty: 3221.883301
Iteration 17Q: 3 clusters Score -2393317 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 660 members
Mstep: Class 2 contains 19541 members
Entering Unmasked Estep
Score: -2393332.250000 Penalty: 3221.883301
Iteration 18Q: 3 clusters Score -2393332 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 646 members
Mstep: Class 2 contains 19555 members
Entering Unmasked Estep
Score: -2393340.500000 Penalty: 3221.883301
Iteration 19Q: 3 clusters Score -2393340 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 633 members
Mstep: Class 2 contains 19568 members
Entering Unmasked Estep
Score: -2393348.250000 Penalty: 3221.883301
Iteration 20F: 3 clusters Score -2393348 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 625 members
Mstep: Class 2 contains 19576 members
Entering Unmasked Estep
Score: -2393356.500000 Penalty: 3221.883301
Iteration 21Q: 3 clusters Score -2393356 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 616 members
Mstep: Class 2 contains 19585 members
Entering Unmasked Estep
Score: -2393360.500000 Penalty: 3221.883301
Iteration 22Q: 3 clusters Score -2393360 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 610 members
Mstep: Class 2 contains 19591 members
Entering Unmasked Estep
Score: -2393360.000000 Penalty: 3221.883301
Iteration 23Q: 3 clusters Score -2393360 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 609 members
Mstep: Class 2 contains 19592 members
Entering Unmasked Estep
Score: -2393364.000000 Penalty: 3221.883301
Iteration 24Q: 3 clusters Score -2393364 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 610 members
Mstep: Class 2 contains 19591 members
Entering Unmasked Estep
Score: -2393363.750000 Penalty: 3221.883301
Iteration 25Q: 3 clusters Score -2393364 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 612 members
Mstep: Class 2 contains 19589 members
Entering Unmasked Estep
Score: -2393362.000000 Penalty: 3221.883301
Iteration 26Q: 3 clusters Score -2393362 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 610 members
Mstep: Class 2 contains 19591 members
Entering Unmasked Estep
Score: -2393364.000000 Penalty: 3221.883301
Iteration 27Q: 3 clusters Score -2393364 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 609 members
Mstep: Class 2 contains 19592 members
Entering Unmasked Estep
Score: -2393361.750000 Penalty: 3221.883301
Iteration 28Q: 3 clusters Score -2393362 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 608 members
Mstep: Class 2 contains 19593 members
Entering Unmasked Estep
Score: -2393364.750000 Penalty: 3221.883301
Iteration 29Q: 3 clusters Score -2393365 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 607 members
Mstep: Class 2 contains 19594 members
Entering Unmasked Estep
Score: -2393364.000000 Penalty: 3221.883301
Iteration 30Q: 3 clusters Score -2393364 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 604 members
Mstep: Class 2 contains 19597 members
Entering Unmasked Estep
Score: -2393366.750000 Penalty: 3221.883301
Iteration 31Q: 3 clusters Score -2393367 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 603 members
Mstep: Class 2 contains 19598 members
Entering Unmasked Estep
Score: -2393369.000000 Penalty: 3221.883301
Iteration 32Q: 3 clusters Score -2393369 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 602 members
Mstep: Class 2 contains 19599 members
Entering Unmasked Estep
Score: -2393370.250000 Penalty: 3221.883301
Iteration 33Q: 3 clusters Score -2393370 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 602 members
Mstep: Class 2 contains 19599 members
Entering Unmasked Estep
Score: -2393370.250000 Penalty: 3221.883301
Iteration 34F: 3 clusters Score -2393370 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1107 members
Mstep: Class 2 contains 71235 members
Mstep: Class 3 contains 33156 members
Mstep: Class 4 contains 103485 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 26997 members
Mstep: Class 7 contains 14468 members
Mstep: Class 8 contains 13387 members
Mstep: Class 9 contains 20887 members
Mstep: Class 10 contains 28484 members
Mstep: Class 11 contains 2413 members
Mstep: Class 12 contains 1753 members
Mstep: Class 13 contains 483 members
Mstep: Class 14 contains 44525 members
Mstep: Class 15 contains 2088 members
Mstep: Class 16 contains 6351 members
Mstep: Class 17 contains 29869 members
Mstep: Class 18 contains 17164 members
Mstep: Class 19 contains 58476 members
Mstep: Class 20 contains 36324 members
Mstep: Class 21 contains 12853 members
Mstep: Class 22 contains 8246 members
Mstep: Class 23 contains 20201 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67313368.000000 Penalty: 51816.656250
Iteration 79Q: 25 clusters Score -6.731337e+07 nChanged 4502
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 1041 members
Mstep: Class 2 contains 71243 members
Mstep: Class 3 contains 33166 members
Mstep: Class 4 contains 103464 members
Mstep: Class 5 contains 312 members
Mstep: Class 6 contains 27266 members
Mstep: Class 7 contains 13470 members
Mstep: Class 8 contains 13381 members
Mstep: Class 9 contains 20895 members
Mstep: Class 10 contains 28730 members
Mstep: Class 11 contains 2456 members
Mstep: Class 12 contains 1752 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44511 members
Mstep: Class 15 contains 2092 members
Mstep: Class 16 contains 6345 members
Mstep: Class 17 contains 29857 members
Mstep: Class 18 contains 17494 members
Mstep: Class 19 contains 58487 members
Mstep: Class 20 contains 37114 members
Mstep: Class 21 contains 12879 members
Mstep: Class 22 contains 8237 members
Mstep: Class 23 contains 20190 members
Mstep: Class 24 contains 34194 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67314568.000000 Penalty: 51816.656250
Iteration 80F: 25 clusters Score -6.731457e+07 nChanged 2465
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 1040 members
Mstep: Class 2 contains 71246 members
Mstep: Class 3 contains 33172 members
Mstep: Class 4 contains 103447 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 27382 members
Mstep: Class 7 contains 12821 members
Mstep: Class 8 contains 13375 members
Mstep: Class 9 contains 20912 members
Mstep: Class 10 contains 28793 members
Mstep: Class 11 contains 2482 members
Mstep: Class 12 contains 1750 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44484 members
Mstep: Class 15 contains 2094 members
Mstep: Class 16 contains 6325 members
Mstep: Class 17 contains 29838 members
Mstep: Class 18 contains 17664 members
Mstep: Class 19 contains 58494 members
Mstep: Class 20 contains 37580 members
Mstep: Class 21 contains 12885 members
Mstep: Class 22 contains 8223 members
Mstep: Class 23 contains 20176 members
Mstep: Class 24 contains 34083 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67315120.000000 Penalty: 51816.656250
Iteration 81Q: 25 clusters Score -6.731512e+07 nChanged 1755
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1062 members
Mstep: Class 2 contains 71247 members
Mstep: Class 3 contains 33181 members
Mstep: Class 4 contains 103424 members
Mstep: Class 5 contains 312 members
Mstep: Class 6 contains 27465 members
Mstep: Class 7 contains 12281 members
Mstep: Class 8 contains 13368 members
Mstep: Class 9 contains 20926 members
Mstep: Class 10 contains 28816 members
Mstep: Class 11 contains 2506 members
Mstep: Class 12 contains 1747 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44464 members
Mstep: Class 15 contains 2101 members
Mstep: Class 16 contains 6301 members
Mstep: Class 17 contains 29811 members
Mstep: Class 18 contains 17797 members
Mstep: Class 19 contains 58500 members
Mstep: Class 20 contains 37972 members
Mstep: Class 21 contains 12897 members
Mstep: Class 22 contains 8212 members
Mstep: Class 23 contains 20162 members
Mstep: Class 24 contains 34026 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67315536.000000 Penalty: 51816.656250
Iteration 82Q: 25 clusters Score -6.731554e+07 nChanged 1492
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1109 members
Mstep: Class 2 contains 71239 members
Mstep: Class 3 contains 33221 members
Mstep: Class 4 contains 103397 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 27527 members
Mstep: Class 7 contains 11791 members
Mstep: Class 8 contains 13356 members
Mstep: Class 9 contains 20942 members
Mstep: Class 10 contains 28836 members
Mstep: Class 11 contains 2519 members
Mstep: Class 12 contains 1746 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44450 members
Mstep: Class 15 contains 2105 members
Mstep: Class 16 contains 6273 members
Mstep: Class 17 contains 29774 members
Mstep: Class 18 contains 17867 members
Mstep: Class 19 contains 58501 members
Mstep: Class 20 contains 38309 members
Mstep: Class 21 contains 12898 members
Mstep: Class 22 contains 8200 members
Mstep: Class 23 contains 20154 members
Mstep: Class 24 contains 34053 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67315888.000000 Penalty: 51816.656250
Iteration 83Q: 25 clusters Score -6.731589e+07 nChanged 1310
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1153 members
Mstep: Class 2 contains 71226 members
Mstep: Class 3 contains 33261 members
Mstep: Class 4 contains 103404 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 27555 members
Mstep: Class 7 contains 11311 members
Mstep: Class 8 contains 13343 members
Mstep: Class 9 contains 20953 members
Mstep: Class 10 contains 28836 members
Mstep: Class 11 contains 2536 members
Mstep: Class 12 contains 1744 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44439 members
Mstep: Class 15 contains 2111 members
Mstep: Class 16 contains 6255 members
Mstep: Class 17 contains 29729 members
Mstep: Class 18 contains 17899 members
Mstep: Class 19 contains 58497 members
Mstep: Class 20 contains 38699 members
Mstep: Class 21 contains 12885 members
Mstep: Class 22 contains 8183 members
Mstep: Class 23 contains 20144 members
Mstep: Class 24 contains 34104 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67316216.000000 Penalty: 51816.656250
Iteration 84Q: 25 clusters Score -6.731622e+07 nChanged 1192
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1207 members
Mstep: Class 2 contains 71217 members
Mstep: Class 3 contains 33302 members
Mstep: Class 4 contains 103398 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 27554 members
Mstep: Class 7 contains 10848 members
Mstep: Class 8 contains 13333 members
Mstep: Class 9 contains 20960 members
Mstep: Class 10 contains 28807 members
Mstep: Class 11 contains 2543 members
Mstep: Class 12 contains 1743 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44421 members
Mstep: Class 15 contains 2117 members
Mstep: Class 16 contains 6244 members
Mstep: Class 17 contains 29685 members
Mstep: Class 18 contains 17914 members
Mstep: Class 19 contains 58496 members
Mstep: Class 20 contains 39117 members
Mstep: Class 21 contains 12876 members
Mstep: Class 22 contains 8172 members
Mstep: Class 23 contains 20130 members
Mstep: Class 24 contains 34183 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67316576.000000 Penalty: 51816.656250
Iteration 85Q: 25 clusters Score -6.731658e+07 nChanged 1198
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1268 members
Mstep: Class 2 contains 71207 members
Mstep: Class 3 contains 33320 members
Mstep: Class 4 contains 103394 members
Mstep: Class 5 contains 310 members
Mstep: Class 6 contains 27546 members
Mstep: Class 7 contains 10421 members
Mstep: Class 8 contains 13327 members
Mstep: Class 9 contains 20981 members
Mstep: Class 10 contains 28765 members
Mstep: Class 11 contains 2547 members
Mstep: Class 12 contains 1741 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44403 members
Mstep: Class 15 contains 2124 members
Mstep: Class 16 contains 6223 members
Mstep: Class 17 contains 29637 members
Mstep: Class 18 contains 17906 members
Mstep: Class 19 contains 58494 members
Mstep: Class 20 contains 39526 members
Mstep: Class 21 contains 12884 members
Mstep: Class 22 contains 8156 members
Mstep: Class 23 contains 20116 members
Mstep: Class 24 contains 34282 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67316672.000000 Penalty: 51816.656250
Iteration 86Q: 25 clusters Score -6.731667e+07 nChanged 1152
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1322 members
Mstep: Class 2 contains 71197 members
Mstep: Class 3 contains 33363 members
Mstep: Class 4 contains 103387 members
Mstep: Class 5 contains 310 members
Mstep: Class 6 contains 27525 members
Mstep: Class 7 contains 10011 members
Mstep: Class 8 contains 13328 members
Mstep: Class 9 contains 20993 members
Mstep: Class 10 contains 28688 members
Mstep: Class 11 contains 2550 members
Mstep: Class 12 contains 1742 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44384 members
Mstep: Class 15 contains 2129 members
Mstep: Class 16 contains 6197 members
Mstep: Class 17 contains 29593 members
Mstep: Class 18 contains 17901 members
Mstep: Class 19 contains 58487 members
Mstep: Class 20 contains 39970 members
Mstep: Class 21 contains 12886 members
Mstep: Class 22 contains 8146 members
Mstep: Class 23 contains 20099 members
Mstep: Class 24 contains 34370 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67317008.000000 Penalty: 51816.656250
Iteration 87Q: 25 clusters Score -6.731701e+07 nChanged 1131
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1377 members
Mstep: Class 2 contains 71184 members
Mstep: Class 3 contains 33381 members
Mstep: Class 4 contains 103403 members
Mstep: Class 5 contains 310 members
Mstep: Class 6 contains 27487 members
Mstep: Class 7 contains 9618 members
Mstep: Class 8 contains 13325 members
Mstep: Class 9 contains 21004 members
Mstep: Class 10 contains 28608 members
Mstep: Class 11 contains 2540 members
Mstep: Class 12 contains 1741 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44353 members
Mstep: Class 15 contains 2131 members
Mstep: Class 16 contains 6190 members
Mstep: Class 17 contains 29554 members
Mstep: Class 18 contains 17899 members
Mstep: Class 19 contains 58481 members
Mstep: Class 20 contains 40413 members
Mstep: Class 21 contains 12904 members
Mstep: Class 22 contains 8130 members
Mstep: Class 23 contains 20086 members
Mstep: Class 24 contains 34459 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67317160.000000 Penalty: 51816.656250
Iteration 88Q: 25 clusters Score -6.731716e+07 nChanged 1148
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1422 members
Mstep: Class 2 contains 71167 members
Mstep: Class 3 contains 33388 members
Mstep: Class 4 contains 103436 members
Mstep: Class 5 contains 310 members
Mstep: Class 6 contains 27441 members
Mstep: Class 7 contains 9245 members
Mstep: Class 8 contains 13319 members
Mstep: Class 9 contains 21007 members
Mstep: Class 10 contains 28497 members
Mstep: Class 11 contains 2525 members
Mstep: Class 12 contains 1741 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44318 members
Mstep: Class 15 contains 2128 members
Mstep: Class 16 contains 6183 members
Mstep: Class 17 contains 29529 members
Mstep: Class 18 contains 17883 members
Mstep: Class 19 contains 58483 members
Mstep: Class 20 contains 40883 members
Mstep: Class 21 contains 12920 members
Mstep: Class 22 contains 8120 members
Mstep: Class 23 contains 20075 members
Mstep: Class 24 contains 34558 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67317496.000000 Penalty: 51816.656250
Iteration 89Q: 25 clusters Score -6.73175e+07 nChanged 1141
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1445 members
Mstep: Class 2 contains 71144 members
Mstep: Class 3 contains 33411 members
Mstep: Class 4 contains 103472 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 27363 members
Mstep: Class 7 contains 8882 members
Mstep: Class 8 contains 13318 members
Mstep: Class 9 contains 21008 members
Mstep: Class 10 contains 28364 members
Mstep: Class 11 contains 2504 members
Mstep: Class 12 contains 1741 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44279 members
Mstep: Class 15 contains 2129 members
Mstep: Class 16 contains 6170 members
Mstep: Class 17 contains 29513 members
Mstep: Class 18 contains 17864 members
Mstep: Class 19 contains 58483 members
Mstep: Class 20 contains 41419 members
Mstep: Class 21 contains 12941 members
Mstep: Class 22 contains 8112 members
Mstep: Class 23 contains 20066 members
Mstep: Class 24 contains 34641 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67317792.000000 Penalty: 51816.656250
Iteration 90Q: 25 clusters Score -6.731779e+07 nChanged 1127
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1465 members
Mstep: Class 2 contains 71132 members
Mstep: Class 3 contains 33430 members
Mstep: Class 4 contains 103522 members
Mstep: Class 5 contains 309 members
Mstep: Class 6 contains 27287 members
Mstep: Class 7 contains 8507 members
Mstep: Class 8 contains 13318 members
Mstep: Class 9 contains 21016 members
Mstep: Class 10 contains 28209 members
Mstep: Class 11 contains 2487 members
Mstep: Class 12 contains 1741 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44234 members
Mstep: Class 15 contains 2132 members
Mstep: Class 16 contains 6150 members
Mstep: Class 17 contains 29494 members
Mstep: Class 18 contains 17829 members
Mstep: Class 19 contains 58484 members
Mstep: Class 20 contains 42017 members
Mstep: Class 21 contains 12950 members
Mstep: Class 22 contains 8100 members
Mstep: Class 23 contains 20056 members
Mstep: Class 24 contains 34709 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318080.000000 Penalty: 51816.656250
Iteration 91Q: 25 clusters Score -6.731808e+07 nChanged 1061
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1478 members
Mstep: Class 2 contains 71122 members
Mstep: Class 3 contains 33427 members
Mstep: Class 4 contains 103555 members
Mstep: Class 5 contains 310 members
Mstep: Class 6 contains 27209 members
Mstep: Class 7 contains 8143 members
Mstep: Class 8 contains 13315 members
Mstep: Class 9 contains 21026 members
Mstep: Class 10 contains 28056 members
Mstep: Class 11 contains 2471 members
Mstep: Class 12 contains 1739 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44197 members
Mstep: Class 15 contains 2137 members
Mstep: Class 16 contains 6150 members
Mstep: Class 17 contains 29482 members
Mstep: Class 18 contains 17790 members
Mstep: Class 19 contains 58477 members
Mstep: Class 20 contains 42623 members
Mstep: Class 21 contains 12980 members
Mstep: Class 22 contains 8090 members
Mstep: Class 23 contains 20044 members
Mstep: Class 24 contains 34757 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318192.000000 Penalty: 51816.656250
Iteration 92Q: 25 clusters Score -6.731819e+07 nChanged 989
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1492 members
Mstep: Class 2 contains 71111 members
Mstep: Class 3 contains 33436 members
Mstep: Class 4 contains 103583 members
Mstep: Class 5 contains 310 members
Mstep: Class 6 contains 27126 members
Mstep: Class 7 contains 7821 members
Mstep: Class 8 contains 13309 members
Mstep: Class 9 contains 21023 members
Mstep: Class 10 contains 27930 members
Mstep: Class 11 contains 2470 members
Mstep: Class 12 contains 1737 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44168 members
Mstep: Class 15 contains 2146 members
Mstep: Class 16 contains 6148 members
Mstep: Class 17 contains 29475 members
Mstep: Class 18 contains 17749 members
Mstep: Class 19 contains 58470 members
Mstep: Class 20 contains 43179 members
Mstep: Class 21 contains 12995 members
Mstep: Class 22 contains 8087 members
Mstep: Class 23 contains 20030 members
Mstep: Class 24 contains 34783 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318392.000000 Penalty: 51816.656250
Iteration 93Q: 25 clusters Score -6.731839e+07 nChanged 961
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1505 members
Mstep: Class 2 contains 71097 members
Mstep: Class 3 contains 33449 members
Mstep: Class 4 contains 103610 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 27046 members
Mstep: Class 7 contains 7530 members
Mstep: Class 8 contains 13305 members
Mstep: Class 9 contains 21022 members
Mstep: Class 10 contains 27808 members
Mstep: Class 11 contains 2462 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44141 members
Mstep: Class 15 contains 2156 members
Mstep: Class 16 contains 6145 members
Mstep: Class 17 contains 29459 members
Mstep: Class 18 contains 17714 members
Mstep: Class 19 contains 58469 members
Mstep: Class 20 contains 43687 members
Mstep: Class 21 contains 13015 members
Mstep: Class 22 contains 8083 members
Mstep: Class 23 contains 20016 members
Mstep: Class 24 contains 34814 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318512.000000 Penalty: 51816.656250
Iteration 94Q: 25 clusters Score -6.731851e+07 nChanged 859
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1519 members
Mstep: Class 2 contains 71086 members
Mstep: Class 3 contains 33450 members
Mstep: Class 4 contains 103635 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26968 members
Mstep: Class 7 contains 7314 members
Mstep: Class 8 contains 13301 members
Mstep: Class 9 contains 21026 members
Mstep: Class 10 contains 27678 members
Mstep: Class 11 contains 2459 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44109 members
Mstep: Class 15 contains 2159 members
Mstep: Class 16 contains 6137 members
Mstep: Class 17 contains 29450 members
Mstep: Class 18 contains 17658 members
Mstep: Class 19 contains 58472 members
Mstep: Class 20 contains 44157 members
Mstep: Class 21 contains 13039 members
Mstep: Class 22 contains 8077 members
Mstep: Class 23 contains 20004 members
Mstep: Class 24 contains 34835 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318560.000000 Penalty: 51816.656250
Iteration 95Q: 25 clusters Score -6.731856e+07 nChanged 830
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1526 members
Mstep: Class 2 contains 71081 members
Mstep: Class 3 contains 33460 members
Mstep: Class 4 contains 103670 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26879 members
Mstep: Class 7 contains 7114 members
Mstep: Class 8 contains 13298 members
Mstep: Class 9 contains 21021 members
Mstep: Class 10 contains 27564 members
Mstep: Class 11 contains 2451 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44082 members
Mstep: Class 15 contains 2161 members
Mstep: Class 16 contains 6125 members
Mstep: Class 17 contains 29441 members
Mstep: Class 18 contains 17591 members
Mstep: Class 19 contains 58477 members
Mstep: Class 20 contains 44619 members
Mstep: Class 21 contains 13060 members
Mstep: Class 22 contains 8071 members
Mstep: Class 23 contains 19989 members
Mstep: Class 24 contains 34853 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318752.000000 Penalty: 51816.656250
Iteration 96Q: 25 clusters Score -6.731875e+07 nChanged 696
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1526 members
Mstep: Class 2 contains 71067 members
Mstep: Class 3 contains 33470 members
Mstep: Class 4 contains 103703 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26798 members
Mstep: Class 7 contains 6950 members
Mstep: Class 8 contains 13293 members
Mstep: Class 9 contains 21015 members
Mstep: Class 10 contains 27468 members
Mstep: Class 11 contains 2448 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44063 members
Mstep: Class 15 contains 2169 members
Mstep: Class 16 contains 6115 members
Mstep: Class 17 contains 29438 members
Mstep: Class 18 contains 17532 members
Mstep: Class 19 contains 58487 members
Mstep: Class 20 contains 45009 members
Mstep: Class 21 contains 13083 members
Mstep: Class 22 contains 8067 members
Mstep: Class 23 contains 19965 members
Mstep: Class 24 contains 34867 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318712.000000 Penalty: 51816.656250
Iteration 97Q: 25 clusters Score -6.731871e+07 nChanged 589
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1531 members
Mstep: Class 2 contains 71062 members
Mstep: Class 3 contains 33485 members
Mstep: Class 4 contains 103728 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26717 members
Mstep: Class 7 contains 6805 members
Mstep: Class 8 contains 13284 members
Mstep: Class 9 contains 21009 members
Mstep: Class 10 contains 27390 members
Mstep: Class 11 contains 2450 members
Mstep: Class 12 contains 1735 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44043 members
Mstep: Class 15 contains 2172 members
Mstep: Class 16 contains 6104 members
Mstep: Class 17 contains 29436 members
Mstep: Class 18 contains 17497 members
Mstep: Class 19 contains 58498 members
Mstep: Class 20 contains 45349 members
Mstep: Class 21 contains 13094 members
Mstep: Class 22 contains 8066 members
Mstep: Class 23 contains 19943 members
Mstep: Class 24 contains 34869 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318824.000000 Penalty: 51816.656250
Iteration 98Q: 25 clusters Score -6.731882e+07 nChanged 507
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1538 members
Mstep: Class 2 contains 71057 members
Mstep: Class 3 contains 33506 members
Mstep: Class 4 contains 103746 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26637 members
Mstep: Class 7 contains 6689 members
Mstep: Class 8 contains 13281 members
Mstep: Class 9 contains 21004 members
Mstep: Class 10 contains 27338 members
Mstep: Class 11 contains 2456 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44024 members
Mstep: Class 15 contains 2176 members
Mstep: Class 16 contains 6091 members
Mstep: Class 17 contains 29431 members
Mstep: Class 18 contains 17461 members
Mstep: Class 19 contains 58501 members
Mstep: Class 20 contains 45647 members
Mstep: Class 21 contains 13100 members
Mstep: Class 22 contains 8064 members
Mstep: Class 23 contains 19930 members
Mstep: Class 24 contains 34856 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318904.000000 Penalty: 51816.656250
Iteration 99Q: 25 clusters Score -6.73189e+07 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1545 members
Mstep: Class 2 contains 71050 members
Mstep: Class 3 contains 33523 members
Mstep: Class 4 contains 103769 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26577 members
Mstep: Class 7 contains 6594 members
Mstep: Class 8 contains 13279 members
Mstep: Class 9 contains 21001 members
Mstep: Class 10 contains 27298 members
Mstep: Class 11 contains 2457 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 44004 members
Mstep: Class 15 contains 2178 members
Mstep: Class 16 contains 6074 members
Mstep: Class 17 contains 29427 members
Mstep: Class 18 contains 17425 members
Mstep: Class 19 contains 58504 members
Mstep: Class 20 contains 45901 members
Mstep: Class 21 contains 13115 members
Mstep: Class 22 contains 8063 members
Mstep: Class 23 contains 19912 members
Mstep: Class 24 contains 34837 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67318960.000000 Penalty: 51816.656250
Iteration 100F: 25 clusters Score -6.731896e+07 nChanged 361
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1554 members
Mstep: Class 2 contains 71047 members
Mstep: Class 3 contains 33524 members
Mstep: Class 4 contains 103796 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26527 members
Mstep: Class 7 contains 6541 members
Mstep: Class 8 contains 13276 members
Mstep: Class 9 contains 20997 members
Mstep: Class 10 contains 27271 members
Mstep: Class 11 contains 2457 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43982 members
Mstep: Class 15 contains 2174 members
Mstep: Class 16 contains 6068 members
Mstep: Class 17 contains 29420 members
Mstep: Class 18 contains 17396 members
Mstep: Class 19 contains 58510 members
Mstep: Class 20 contains 46074 members
Mstep: Class 21 contains 13134 members
Mstep: Class 22 contains 8062 members
Mstep: Class 23 contains 19897 members
Mstep: Class 24 contains 34826 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319128.000000 Penalty: 51816.656250
Iteration 101Q: 25 clusters Score -6.731913e+07 nChanged 324
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1562 members
Mstep: Class 2 contains 71045 members
Mstep: Class 3 contains 33516 members
Mstep: Class 4 contains 103818 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26480 members
Mstep: Class 7 contains 6483 members
Mstep: Class 8 contains 13275 members
Mstep: Class 9 contains 20995 members
Mstep: Class 10 contains 27252 members
Mstep: Class 11 contains 2456 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43961 members
Mstep: Class 15 contains 2177 members
Mstep: Class 16 contains 6064 members
Mstep: Class 17 contains 29408 members
Mstep: Class 18 contains 17365 members
Mstep: Class 19 contains 58517 members
Mstep: Class 20 contains 46245 members
Mstep: Class 21 contains 13161 members
Mstep: Class 22 contains 8060 members
Mstep: Class 23 contains 19882 members
Mstep: Class 24 contains 34811 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319136.000000 Penalty: 51816.656250
Iteration 102Q: 25 clusters Score -6.731914e+07 nChanged 320
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1567 members
Mstep: Class 2 contains 71047 members
Mstep: Class 3 contains 33505 members
Mstep: Class 4 contains 103840 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26440 members
Mstep: Class 7 contains 6425 members
Mstep: Class 8 contains 13271 members
Mstep: Class 9 contains 20993 members
Mstep: Class 10 contains 27236 members
Mstep: Class 11 contains 2460 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43942 members
Mstep: Class 15 contains 2174 members
Mstep: Class 16 contains 6056 members
Mstep: Class 17 contains 29402 members
Mstep: Class 18 contains 17338 members
Mstep: Class 19 contains 58531 members
Mstep: Class 20 contains 46400 members
Mstep: Class 21 contains 13185 members
Mstep: Class 22 contains 8058 members
Mstep: Class 23 contains 19866 members
Mstep: Class 24 contains 34797 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319136.000000 Penalty: 51816.656250
Iteration 103Q: 25 clusters Score -6.731914e+07 nChanged 297
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1574 members
Mstep: Class 2 contains 71042 members
Mstep: Class 3 contains 33493 members
Mstep: Class 4 contains 103856 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26406 members
Mstep: Class 7 contains 6374 members
Mstep: Class 8 contains 13266 members
Mstep: Class 9 contains 20992 members
Mstep: Class 10 contains 27219 members
Mstep: Class 11 contains 2465 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43923 members
Mstep: Class 15 contains 2176 members
Mstep: Class 16 contains 6055 members
Mstep: Class 17 contains 29396 members
Mstep: Class 18 contains 17323 members
Mstep: Class 19 contains 58539 members
Mstep: Class 20 contains 46523 members
Mstep: Class 21 contains 13213 members
Mstep: Class 22 contains 8056 members
Mstep: Class 23 contains 19852 members
Mstep: Class 24 contains 34790 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319104.000000 Penalty: 51816.656250
Iteration 104Q: 25 clusters Score -6.73191e+07 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1578 members
Mstep: Class 2 contains 71039 members
Mstep: Class 3 contains 33488 members
Mstep: Class 4 contains 103879 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26367 members
Mstep: Class 7 contains 6335 members
Mstep: Class 8 contains 13259 members
Mstep: Class 9 contains 20990 members
Mstep: Class 10 contains 27206 members
Mstep: Class 11 contains 2470 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43905 members
Mstep: Class 15 contains 2179 members
Mstep: Class 16 contains 6054 members
Mstep: Class 17 contains 29389 members
Mstep: Class 18 contains 17316 members
Mstep: Class 19 contains 58543 members
Mstep: Class 20 contains 46629 members
Mstep: Class 21 contains 13231 members
Mstep: Class 22 contains 8055 members
Mstep: Class 23 contains 19840 members
Mstep: Class 24 contains 34781 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319128.000000 Penalty: 51816.656250
Iteration 105Q: 25 clusters Score -6.731913e+07 nChanged 239
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1579 members
Mstep: Class 2 contains 71035 members
Mstep: Class 3 contains 33488 members
Mstep: Class 4 contains 103910 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26328 members
Mstep: Class 7 contains 6310 members
Mstep: Class 8 contains 13251 members
Mstep: Class 9 contains 20989 members
Mstep: Class 10 contains 27190 members
Mstep: Class 11 contains 2474 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43883 members
Mstep: Class 15 contains 2179 members
Mstep: Class 16 contains 6052 members
Mstep: Class 17 contains 29385 members
Mstep: Class 18 contains 17304 members
Mstep: Class 19 contains 58538 members
Mstep: Class 20 contains 46719 members
Mstep: Class 21 contains 13248 members
Mstep: Class 22 contains 8055 members
Mstep: Class 23 contains 19836 members
Mstep: Class 24 contains 34780 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319200.000000 Penalty: 51816.656250
Iteration 106Q: 25 clusters Score -6.73192e+07 nChanged 208
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1579 members
Mstep: Class 2 contains 71033 members
Mstep: Class 3 contains 33485 members
Mstep: Class 4 contains 103938 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26313 members
Mstep: Class 7 contains 6282 members
Mstep: Class 8 contains 13243 members
Mstep: Class 9 contains 20989 members
Mstep: Class 10 contains 27167 members
Mstep: Class 11 contains 2478 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43854 members
Mstep: Class 15 contains 2180 members
Mstep: Class 16 contains 6055 members
Mstep: Class 17 contains 29382 members
Mstep: Class 18 contains 17295 members
Mstep: Class 19 contains 58533 members
Mstep: Class 20 contains 46790 members
Mstep: Class 21 contains 13269 members
Mstep: Class 22 contains 8054 members
Mstep: Class 23 contains 19832 members
Mstep: Class 24 contains 34782 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319168.000000 Penalty: 51816.656250
Iteration 107Q: 25 clusters Score -6.731917e+07 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1579 members
Mstep: Class 2 contains 71036 members
Mstep: Class 3 contains 33479 members
Mstep: Class 4 contains 103951 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26300 members
Mstep: Class 7 contains 6264 members
Mstep: Class 8 contains 13238 members
Mstep: Class 9 contains 20988 members
Mstep: Class 10 contains 27155 members
Mstep: Class 11 contains 2483 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43838 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6055 members
Mstep: Class 17 contains 29382 members
Mstep: Class 18 contains 17284 members
Mstep: Class 19 contains 58525 members
Mstep: Class 20 contains 46844 members
Mstep: Class 21 contains 13285 members
Mstep: Class 22 contains 8053 members
Mstep: Class 23 contains 19830 members
Mstep: Class 24 contains 34782 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319208.000000 Penalty: 51816.656250
Iteration 108Q: 25 clusters Score -6.731921e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1579 members
Mstep: Class 2 contains 71035 members
Mstep: Class 3 contains 33472 members
Mstep: Class 4 contains 103959 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26289 members
Mstep: Class 7 contains 6248 members
Mstep: Class 8 contains 13234 members
Mstep: Class 9 contains 20989 members
Mstep: Class 10 contains 27145 members
Mstep: Class 11 contains 2489 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43828 members
Mstep: Class 15 contains 2183 members
Mstep: Class 16 contains 6056 members
Mstep: Class 17 contains 29380 members
Mstep: Class 18 contains 17278 members
Mstep: Class 19 contains 58521 members
Mstep: Class 20 contains 46888 members
Mstep: Class 21 contains 13304 members
Mstep: Class 22 contains 8049 members
Mstep: Class 23 contains 19827 members
Mstep: Class 24 contains 34780 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319264.000000 Penalty: 51816.656250
Iteration 109Q: 25 clusters Score -6.731926e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1580 members
Mstep: Class 2 contains 71033 members
Mstep: Class 3 contains 33471 members
Mstep: Class 4 contains 103966 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26278 members
Mstep: Class 7 contains 6237 members
Mstep: Class 8 contains 13232 members
Mstep: Class 9 contains 20989 members
Mstep: Class 10 contains 27139 members
Mstep: Class 11 contains 2493 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43822 members
Mstep: Class 15 contains 2183 members
Mstep: Class 16 contains 6055 members
Mstep: Class 17 contains 29378 members
Mstep: Class 18 contains 17274 members
Mstep: Class 19 contains 58517 members
Mstep: Class 20 contains 46922 members
Mstep: Class 21 contains 13320 members
Mstep: Class 22 contains 8046 members
Mstep: Class 23 contains 19821 members
Mstep: Class 24 contains 34777 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319264.000000 Penalty: 51816.656250
Iteration 110Q: 25 clusters Score -6.731926e+07 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1581 members
Mstep: Class 2 contains 71029 members
Mstep: Class 3 contains 33461 members
Mstep: Class 4 contains 103976 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26263 members
Mstep: Class 7 contains 6227 members
Mstep: Class 8 contains 13231 members
Mstep: Class 9 contains 20990 members
Mstep: Class 10 contains 27132 members
Mstep: Class 11 contains 2496 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43817 members
Mstep: Class 15 contains 2183 members
Mstep: Class 16 contains 6053 members
Mstep: Class 17 contains 29377 members
Mstep: Class 18 contains 17268 members
Mstep: Class 19 contains 58514 members
Mstep: Class 20 contains 46963 members
Mstep: Class 21 contains 13341 members
Mstep: Class 22 contains 8043 members
Mstep: Class 23 contains 19815 members
Mstep: Class 24 contains 34773 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319280.000000 Penalty: 51816.656250
Iteration 111Q: 25 clusters Score -6.731928e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1583 members
Mstep: Class 2 contains 71026 members
Mstep: Class 3 contains 33445 members
Mstep: Class 4 contains 103997 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26253 members
Mstep: Class 7 contains 6218 members
Mstep: Class 8 contains 13227 members
Mstep: Class 9 contains 20991 members
Mstep: Class 10 contains 27125 members
Mstep: Class 11 contains 2500 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43810 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6051 members
Mstep: Class 17 contains 29377 members
Mstep: Class 18 contains 17260 members
Mstep: Class 19 contains 58509 members
Mstep: Class 20 contains 46996 members
Mstep: Class 21 contains 13360 members
Mstep: Class 22 contains 8039 members
Mstep: Class 23 contains 19811 members
Mstep: Class 24 contains 34773 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319320.000000 Penalty: 51816.656250
Iteration 112Q: 25 clusters Score -6.731932e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1585 members
Mstep: Class 2 contains 71025 members
Mstep: Class 3 contains 33437 members
Mstep: Class 4 contains 104012 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26246 members
Mstep: Class 7 contains 6212 members
Mstep: Class 8 contains 13223 members
Mstep: Class 9 contains 20995 members
Mstep: Class 10 contains 27121 members
Mstep: Class 11 contains 2504 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43804 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6047 members
Mstep: Class 17 contains 29374 members
Mstep: Class 18 contains 17251 members
Mstep: Class 19 contains 58499 members
Mstep: Class 20 contains 47024 members
Mstep: Class 21 contains 13378 members
Mstep: Class 22 contains 8034 members
Mstep: Class 23 contains 19809 members
Mstep: Class 24 contains 34771 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319344.000000 Penalty: 51816.656250
Iteration 113Q: 25 clusters Score -6.731934e+07 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1587 members
Mstep: Class 2 contains 71026 members
Mstep: Class 3 contains 33431 members
Mstep: Class 4 contains 104016 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26238 members
Mstep: Class 7 contains 6207 members
Mstep: Class 8 contains 13219 members
Mstep: Class 9 contains 20995 members
Mstep: Class 10 contains 27117 members
Mstep: Class 11 contains 2509 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43799 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6046 members
Mstep: Class 17 contains 29372 members
Mstep: Class 18 contains 17244 members
Mstep: Class 19 contains 58494 members
Mstep: Class 20 contains 47048 members
Mstep: Class 21 contains 13393 members
Mstep: Class 22 contains 8032 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319312.000000 Penalty: 51816.656250
Iteration 114Q: 25 clusters Score -6.731931e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1591 members
Mstep: Class 2 contains 71027 members
Mstep: Class 3 contains 33427 members
Mstep: Class 4 contains 104015 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26234 members
Mstep: Class 7 contains 6203 members
Mstep: Class 8 contains 13218 members
Mstep: Class 9 contains 21001 members
Mstep: Class 10 contains 27116 members
Mstep: Class 11 contains 2511 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43792 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6046 members
Mstep: Class 17 contains 29369 members
Mstep: Class 18 contains 17240 members
Mstep: Class 19 contains 58491 members
Mstep: Class 20 contains 47060 members
Mstep: Class 21 contains 13407 members
Mstep: Class 22 contains 8025 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319320.000000 Penalty: 51816.656250
Iteration 115Q: 25 clusters Score -6.731932e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1592 members
Mstep: Class 2 contains 71025 members
Mstep: Class 3 contains 33419 members
Mstep: Class 4 contains 104019 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26230 members
Mstep: Class 7 contains 6200 members
Mstep: Class 8 contains 13216 members
Mstep: Class 9 contains 21006 members
Mstep: Class 10 contains 27111 members
Mstep: Class 11 contains 2514 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43789 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6040 members
Mstep: Class 17 contains 29370 members
Mstep: Class 18 contains 17235 members
Mstep: Class 19 contains 58490 members
Mstep: Class 20 contains 47080 members
Mstep: Class 21 contains 13422 members
Mstep: Class 22 contains 8018 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34767 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319368.000000 Penalty: 51816.656250
Iteration 116Q: 25 clusters Score -6.731937e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1594 members
Mstep: Class 2 contains 71024 members
Mstep: Class 3 contains 33407 members
Mstep: Class 4 contains 104021 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26226 members
Mstep: Class 7 contains 6200 members
Mstep: Class 8 contains 13216 members
Mstep: Class 9 contains 21009 members
Mstep: Class 10 contains 27111 members
Mstep: Class 11 contains 2514 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43786 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6039 members
Mstep: Class 17 contains 29368 members
Mstep: Class 18 contains 17233 members
Mstep: Class 19 contains 58490 members
Mstep: Class 20 contains 47088 members
Mstep: Class 21 contains 13437 members
Mstep: Class 22 contains 8015 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34765 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319288.000000 Penalty: 51816.656250
Iteration 117Q: 25 clusters Score -6.731929e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1595 members
Mstep: Class 2 contains 71023 members
Mstep: Class 3 contains 33403 members
Mstep: Class 4 contains 104018 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26223 members
Mstep: Class 7 contains 6200 members
Mstep: Class 8 contains 13216 members
Mstep: Class 9 contains 21013 members
Mstep: Class 10 contains 27111 members
Mstep: Class 11 contains 2515 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43784 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6034 members
Mstep: Class 17 contains 29367 members
Mstep: Class 18 contains 17231 members
Mstep: Class 19 contains 58491 members
Mstep: Class 20 contains 47093 members
Mstep: Class 21 contains 13450 members
Mstep: Class 22 contains 8011 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34765 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67319304.000000 Penalty: 51816.656250
Iteration 118Q: 25 clusters Score -6.73193e+07 nChanged 52
Entering ConstructFrom:
Score: -67319304.000000 Penalty: 51816.656250
Entering ConstructFrom:
Trying to split cluster 1 (1596 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1596 members
Entering Unmasked Estep
Score: -179227.812500 Penalty: 1198.479004
Iteration 0F: 2 clusters Score -179227.8 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 842 members
Entering Unmasked Estep
Score: -177395.531250 Penalty: 2396.958008
Iteration 0F: 3 clusters Score -177395.5 nChanged 538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 690 members
Mstep: Class 2 contains 906 members
Entering Unmasked Estep
Score: -177808.953125 Penalty: 2396.958008
Iteration 1F: 3 clusters Score -177809 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 668 members
Mstep: Class 2 contains 928 members
Entering Unmasked Estep
Score: -177913.671875 Penalty: 2396.958008
Iteration 2F: 3 clusters Score -177913.7 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 648 members
Mstep: Class 2 contains 948 members
Entering Unmasked Estep
Score: -177965.031250 Penalty: 2396.958008
Iteration 3Q: 3 clusters Score -177965 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 635 members
Mstep: Class 2 contains 961 members
Entering Unmasked Estep
Score: -177997.781250 Penalty: 2396.958008
Iteration 4Q: 3 clusters Score -177997.8 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 613 members
Mstep: Class 2 contains 983 members
Entering Unmasked Estep
Score: -178026.953125 Penalty: 2396.958008
Iteration 5Q: 3 clusters Score -178027 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 599 members
Mstep: Class 2 contains 997 members
Entering Unmasked Estep
Score: -178047.484375 Penalty: 2396.958008
Iteration 6Q: 3 clusters Score -178047.5 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 590 members
Mstep: Class 2 contains 1006 members
Entering Unmasked Estep
Score: -178059.125000 Penalty: 2396.958008
Iteration 7Q: 3 clusters Score -178059.1 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 581 members
Mstep: Class 2 contains 1015 members
Entering Unmasked Estep
Score: -178070.625000 Penalty: 2396.958008
Iteration 8Q: 3 clusters Score -178070.6 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 570 members
Mstep: Class 2 contains 1026 members
Entering Unmasked Estep
Score: -178080.890625 Penalty: 2396.958008
Iteration 9Q: 3 clusters Score -178080.9 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 561 members
Mstep: Class 2 contains 1035 members
Entering Unmasked Estep
Score: -178087.437500 Penalty: 2396.958008
Iteration 10Q: 3 clusters Score -178087.4 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 557 members
Mstep: Class 2 contains 1039 members
Entering Unmasked Estep
Score: -178092.656250 Penalty: 2396.958008
Iteration 11Q: 3 clusters Score -178092.7 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 552 members
Mstep: Class 2 contains 1044 members
Entering Unmasked Estep
Score: -178098.734375 Penalty: 2396.958008
Iteration 12Q: 3 clusters Score -178098.7 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 542 members
Mstep: Class 2 contains 1054 members
Entering Unmasked Estep
Score: -178105.078125 Penalty: 2396.958008
Iteration 13Q: 3 clusters Score -178105.1 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 537 members
Mstep: Class 2 contains 1059 members
Entering Unmasked Estep
Score: -178111.109375 Penalty: 2396.958008
Iteration 14Q: 3 clusters Score -178111.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 532 members
Mstep: Class 2 contains 1064 members
Entering Unmasked Estep
Score: -178113.968750 Penalty: 2396.958008
Iteration 15Q: 3 clusters Score -178114 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 528 members
Mstep: Class 2 contains 1068 members
Entering Unmasked Estep
Score: -178115.796875 Penalty: 2396.958008
Iteration 16Q: 3 clusters Score -178115.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 526 members
Mstep: Class 2 contains 1070 members
Entering Unmasked Estep
Score: -178116.843750 Penalty: 2396.958008
Iteration 17Q: 3 clusters Score -178116.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 524 members
Mstep: Class 2 contains 1072 members
Entering Unmasked Estep
Score: -178118.000000 Penalty: 2396.958008
Iteration 18Q: 3 clusters Score -178118 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 522 members
Mstep: Class 2 contains 1074 members
Entering Unmasked Estep
Score: -178118.578125 Penalty: 2396.958008
Iteration 19Q: 3 clusters Score -178118.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 521 members
Mstep: Class 2 contains 1075 members
Entering Unmasked Estep
Score: -178118.812500 Penalty: 2396.958008
Iteration 20F: 3 clusters Score -178118.8 nChanged 0
Entering ConstructFrom:
Trying to split cluster 2 (71020 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71020 members
Entering Unmasked Estep
Score: -8377733.500000 Penalty: 1815.241577
Iteration 0F: 2 clusters Score -8377734 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35350 members
Mstep: Class 2 contains 35670 members
Entering Unmasked Estep
Score: -8330479.500000 Penalty: 3630.483154
Iteration 0F: 3 clusters Score -8330480 nChanged 33756
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33794 members
Mstep: Class 2 contains 37226 members
Entering Unmasked Estep
Score: -8349770.000000 Penalty: 3630.483154
Iteration 1F: 3 clusters Score -8349770 nChanged 2632
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32810 members
Mstep: Class 2 contains 38210 members
Entering Unmasked Estep
Score: -8350524.000000 Penalty: 3630.483154
Iteration 2Q: 3 clusters Score -8350524 nChanged 2744
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31442 members
Mstep: Class 2 contains 39578 members
Entering Unmasked Estep
Score: -8351447.500000 Penalty: 3630.483154
Iteration 3Q: 3 clusters Score -8351448 nChanged 3241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29443 members
Mstep: Class 2 contains 41577 members
Entering Unmasked Estep
Score: -8352993.500000 Penalty: 3630.483154
Iteration 4Q: 3 clusters Score -8352994 nChanged 3761
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26706 members
Mstep: Class 2 contains 44314 members
Entering Unmasked Estep
Score: -8355345.000000 Penalty: 3630.483154
Iteration 5F: 3 clusters Score -8355345 nChanged 4443
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23329 members
Mstep: Class 2 contains 47691 members
Entering Unmasked Estep
Score: -8358846.000000 Penalty: 3630.483154
Iteration 6F: 3 clusters Score -8358846 nChanged 4739
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19784 members
Mstep: Class 2 contains 51236 members
Entering Unmasked Estep
Score: -8363582.500000 Penalty: 3630.483154
Iteration 7F: 3 clusters Score -8363582 nChanged 4500
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17090 members
Mstep: Class 2 contains 53930 members
Entering Unmasked Estep
Score: -8368838.500000 Penalty: 3630.483154
Iteration 8F: 3 clusters Score -8368838 nChanged 4005
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15853 members
Mstep: Class 2 contains 55167 members
Entering Unmasked Estep
Score: -8374290.000000 Penalty: 3630.483154
Iteration 9F: 3 clusters Score -8374290 nChanged 3683
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16064 members
Mstep: Class 2 contains 54956 members
Entering Unmasked Estep
Score: -8379481.000000 Penalty: 3630.483154
Iteration 10F: 3 clusters Score -8379481 nChanged 3384
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17182 members
Mstep: Class 2 contains 53838 members
Entering Unmasked Estep
Score: -8383386.000000 Penalty: 3630.483154
Iteration 11Q: 3 clusters Score -8383386 nChanged 2984
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18680 members
Mstep: Class 2 contains 52340 members
Entering Unmasked Estep
Score: -8386265.500000 Penalty: 3630.483154
Iteration 12Q: 3 clusters Score -8386266 nChanged 2530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20290 members
Mstep: Class 2 contains 50730 members
Entering Unmasked Estep
Score: -8388434.500000 Penalty: 3630.483154
Iteration 13Q: 3 clusters Score -8388434 nChanged 2169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21929 members
Mstep: Class 2 contains 49091 members
Entering Unmasked Estep
Score: -8390305.000000 Penalty: 3630.483154
Iteration 14Q: 3 clusters Score -8390305 nChanged 2009
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23598 members
Mstep: Class 2 contains 47422 members
Entering Unmasked Estep
Score: -8392000.000000 Penalty: 3630.483154
Iteration 15Q: 3 clusters Score -8392000 nChanged 1822
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25264 members
Mstep: Class 2 contains 45756 members
Entering Unmasked Estep
Score: -8393499.000000 Penalty: 3630.483154
Iteration 16Q: 3 clusters Score -8393499 nChanged 1607
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26823 members
Mstep: Class 2 contains 44197 members
Entering Unmasked Estep
Score: -8394686.000000 Penalty: 3630.483154
Iteration 17Q: 3 clusters Score -8394686 nChanged 1446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28247 members
Mstep: Class 2 contains 42773 members
Entering Unmasked Estep
Score: -8395774.000000 Penalty: 3630.483154
Iteration 18Q: 3 clusters Score -8395774 nChanged 1247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29490 members
Mstep: Class 2 contains 41530 members
Entering Unmasked Estep
Score: -8396658.000000 Penalty: 3630.483154
Iteration 19Q: 3 clusters Score -8396658 nChanged 1139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30629 members
Mstep: Class 2 contains 40391 members
Entering Unmasked Estep
Score: -8398395.000000 Penalty: 3630.483154
Iteration 20F: 3 clusters Score -8398395 nChanged 1682
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32311 members
Mstep: Class 2 contains 38709 members
Entering Unmasked Estep
Score: -8400243.000000 Penalty: 3630.483154
Iteration 21Q: 3 clusters Score -8400243 nChanged 1616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33927 members
Mstep: Class 2 contains 37093 members
Entering Unmasked Estep
Score: -8401880.000000 Penalty: 3630.483154
Iteration 22Q: 3 clusters Score -8401880 nChanged 1530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35457 members
Mstep: Class 2 contains 35563 members
Entering Unmasked Estep
Score: -8403545.000000 Penalty: 3630.483154
Iteration 23Q: 3 clusters Score -8403545 nChanged 1372
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36829 members
Mstep: Class 2 contains 34191 members
Entering Unmasked Estep
Score: -8405047.000000 Penalty: 3630.483154
Iteration 24Q: 3 clusters Score -8405047 nChanged 1186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38015 members
Mstep: Class 2 contains 33005 members
Entering Unmasked Estep
Score: -8406277.000000 Penalty: 3630.483154
Iteration 25Q: 3 clusters Score -8406277 nChanged 876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38891 members
Mstep: Class 2 contains 32129 members
Entering Unmasked Estep
Score: -8406950.000000 Penalty: 3630.483154
Iteration 26Q: 3 clusters Score -8406950 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39451 members
Mstep: Class 2 contains 31569 members
Entering Unmasked Estep
Score: -8407288.000000 Penalty: 3630.483154
Iteration 27Q: 3 clusters Score -8407288 nChanged 312
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39763 members
Mstep: Class 2 contains 31257 members
Entering Unmasked Estep
Score: -8407321.000000 Penalty: 3630.483154
Iteration 28Q: 3 clusters Score -8407321 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39941 members
Mstep: Class 2 contains 31079 members
Entering Unmasked Estep
Score: -8407374.000000 Penalty: 3630.483154
Iteration 29Q: 3 clusters Score -8407374 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40035 members
Mstep: Class 2 contains 30985 members
Entering Unmasked Estep
Score: -8407394.000000 Penalty: 3630.483154
Iteration 30Q: 3 clusters Score -8407394 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40081 members
Mstep: Class 2 contains 30939 members
Entering Unmasked Estep
Score: -8407393.000000 Penalty: 3630.483154
Iteration 31Q: 3 clusters Score -8407393 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40105 members
Mstep: Class 2 contains 30915 members
Entering Unmasked Estep
Score: -8407391.000000 Penalty: 3630.483154
Iteration 32Q: 3 clusters Score -8407391 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40119 members
Mstep: Class 2 contains 30901 members
Entering Unmasked Estep
Score: -8407384.000000 Penalty: 3630.483154
Iteration 33Q: 3 clusters Score -8407384 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40126 members
Mstep: Class 2 contains 30894 members
Entering Unmasked Estep
Score: -8407384.000000 Penalty: 3630.483154
Iteration 34Q: 3 clusters Score -8407384 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40127 members
Mstep: Class 2 contains 30893 members
Entering Unmasked Estep
Score: -8407388.000000 Penalty: 3630.483154
Iteration 35Q: 3 clusters Score -8407388 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40127 members
Mstep: Class 2 contains 30893 members
Entering Unmasked Estep
Score: -8407388.000000 Penalty: 3630.483154
Iteration 36F: 3 clusters Score -8407388 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40128 members
Mstep: Class 2 contains 30892 members
Entering Unmasked Estep
Score: -8407391.000000 Penalty: 3630.483154
Iteration 37Q: 3 clusters Score -8407391 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40130 members
Mstep: Class 2 contains 30890 members
Entering Unmasked Estep
Score: -8407386.000000 Penalty: 3630.483154
Iteration 38Q: 3 clusters Score -8407386 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40132 members
Mstep: Class 2 contains 30888 members
Entering Unmasked Estep
Score: -8407385.000000 Penalty: 3630.483154
Iteration 39Q: 3 clusters Score -8407385 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40132 members
Mstep: Class 2 contains 30888 members
Entering Unmasked Estep
Score: -8407385.000000 Penalty: 3630.483154
Iteration 40F: 3 clusters Score -8407385 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1596 members
Mstep: Class 2 contains 40132 members
Mstep: Class 3 contains 33391 members
Mstep: Class 4 contains 104013 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26222 members
Mstep: Class 7 contains 6200 members
Mstep: Class 8 contains 13216 members
Mstep: Class 9 contains 21020 members
Mstep: Class 10 contains 27110 members
Mstep: Class 11 contains 2517 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43783 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6032 members
Mstep: Class 17 contains 29366 members
Mstep: Class 18 contains 17231 members
Mstep: Class 19 contains 58491 members
Mstep: Class 20 contains 47094 members
Mstep: Class 21 contains 13470 members
Mstep: Class 22 contains 8005 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34766 members
Mstep: Class 25 contains 30888 members
Entering Unmasked Estep
Score: -67348624.000000 Penalty: 53975.683594
Splitting cluster 2 changes total score from -67319304.000000 to -67348624.000000
So it's getting split into cluster 25.
Entering ConstructFrom:
Trying to split cluster 3 (33391 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33391 members
Entering Unmasked Estep
Score: -3771214.000000 Penalty: 1692.606689
Iteration 0F: 2 clusters Score -3771214 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16569 members
Mstep: Class 2 contains 16822 members
Entering Unmasked Estep
Score: -3748901.500000 Penalty: 3385.213379
Iteration 0F: 3 clusters Score -3748902 nChanged 15369
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15686 members
Mstep: Class 2 contains 17705 members
Entering Unmasked Estep
Score: -3757660.000000 Penalty: 3385.213379
Iteration 1F: 3 clusters Score -3757660 nChanged 1461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15177 members
Mstep: Class 2 contains 18214 members
Entering Unmasked Estep
Score: -3758103.000000 Penalty: 3385.213379
Iteration 2Q: 3 clusters Score -3758103 nChanged 1392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14467 members
Mstep: Class 2 contains 18924 members
Entering Unmasked Estep
Score: -3758580.500000 Penalty: 3385.213379
Iteration 3Q: 3 clusters Score -3758580 nChanged 1450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13445 members
Mstep: Class 2 contains 19946 members
Entering Unmasked Estep
Score: -3759216.000000 Penalty: 3385.213379
Iteration 4Q: 3 clusters Score -3759216 nChanged 1690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12077 members
Mstep: Class 2 contains 21314 members
Entering Unmasked Estep
Score: -3760100.250000 Penalty: 3385.213379
Iteration 5F: 3 clusters Score -3760100 nChanged 1882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10405 members
Mstep: Class 2 contains 22986 members
Entering Unmasked Estep
Score: -3761248.000000 Penalty: 3385.213379
Iteration 6F: 3 clusters Score -3761248 nChanged 2058
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8439 members
Mstep: Class 2 contains 24952 members
Entering Unmasked Estep
Score: -3762812.000000 Penalty: 3385.213379
Iteration 7F: 3 clusters Score -3762812 nChanged 2122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6375 members
Mstep: Class 2 contains 27016 members
Entering Unmasked Estep
Score: -3764566.000000 Penalty: 3385.213379
Iteration 8F: 3 clusters Score -3764566 nChanged 1923
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4474 members
Mstep: Class 2 contains 28917 members
Entering Unmasked Estep
Score: -3766260.500000 Penalty: 3385.213379
Iteration 9F: 3 clusters Score -3766260 nChanged 1478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3008 members
Mstep: Class 2 contains 30383 members
Entering Unmasked Estep
Score: -3767563.500000 Penalty: 3385.213379
Iteration 10Q: 3 clusters Score -3767564 nChanged 1000
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2014 members
Mstep: Class 2 contains 31377 members
Entering Unmasked Estep
Score: -3768428.000000 Penalty: 3385.213379
Iteration 11Q: 3 clusters Score -3768428 nChanged 589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1437 members
Mstep: Class 2 contains 31954 members
Entering Unmasked Estep
Score: -3768929.500000 Penalty: 3385.213379
Iteration 12Q: 3 clusters Score -3768930 nChanged 394
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1055 members
Mstep: Class 2 contains 32336 members
Entering Unmasked Estep
Score: -3769244.750000 Penalty: 3385.213379
Iteration 13Q: 3 clusters Score -3769245 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 820 members
Mstep: Class 2 contains 32571 members
Entering Unmasked Estep
Score: -3769444.500000 Penalty: 3385.213379
Iteration 14Q: 3 clusters Score -3769444 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 665 members
Mstep: Class 2 contains 32726 members
Entering Unmasked Estep
Score: -3769580.250000 Penalty: 3385.213379
Iteration 15Q: 3 clusters Score -3769580 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 584 members
Mstep: Class 2 contains 32807 members
Entering Unmasked Estep
Score: -3769647.000000 Penalty: 3385.213379
Iteration 16Q: 3 clusters Score -3769647 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 529 members
Mstep: Class 2 contains 32862 members
Entering Unmasked Estep
Score: -3769714.750000 Penalty: 3385.213379
Iteration 17Q: 3 clusters Score -3769715 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 486 members
Mstep: Class 2 contains 32905 members
Entering Unmasked Estep
Score: -3769764.000000 Penalty: 3385.213379
Iteration 18Q: 3 clusters Score -3769764 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 455 members
Mstep: Class 2 contains 32936 members
Entering Unmasked Estep
Score: -3769795.500000 Penalty: 3385.213379
Iteration 19Q: 3 clusters Score -3769796 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 430 members
Mstep: Class 2 contains 32961 members
Entering Unmasked Estep
Score: -3769815.500000 Penalty: 3385.213379
Iteration 20F: 3 clusters Score -3769816 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 410 members
Mstep: Class 2 contains 32981 members
Entering Unmasked Estep
Score: -3769833.250000 Penalty: 3385.213379
Iteration 21Q: 3 clusters Score -3769833 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 401 members
Mstep: Class 2 contains 32990 members
Entering Unmasked Estep
Score: -3769843.000000 Penalty: 3385.213379
Iteration 22Q: 3 clusters Score -3769843 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 398 members
Mstep: Class 2 contains 32993 members
Entering Unmasked Estep
Score: -3769839.500000 Penalty: 3385.213379
Iteration 23Q: 3 clusters Score -3769840 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 396 members
Mstep: Class 2 contains 32995 members
Entering Unmasked Estep
Score: -3769843.000000 Penalty: 3385.213379
Iteration 24Q: 3 clusters Score -3769843 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 394 members
Mstep: Class 2 contains 32997 members
Entering Unmasked Estep
Score: -3769842.000000 Penalty: 3385.213379
Iteration 25Q: 3 clusters Score -3769842 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 391 members
Mstep: Class 2 contains 33000 members
Entering Unmasked Estep
Score: -3769844.250000 Penalty: 3385.213379
Iteration 26Q: 3 clusters Score -3769844 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 388 members
Mstep: Class 2 contains 33003 members
Entering Unmasked Estep
Score: -3769847.750000 Penalty: 3385.213379
Iteration 27Q: 3 clusters Score -3769848 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 388 members
Mstep: Class 2 contains 33003 members
Entering Unmasked Estep
Score: -3769847.750000 Penalty: 3385.213379
Iteration 28F: 3 clusters Score -3769848 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (104013 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104013 members
Entering Unmasked Estep
Score: -11986827.000000 Penalty: 1877.244019
Iteration 0F: 2 clusters Score -1.198683e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52236 members
Mstep: Class 2 contains 51777 members
Entering Unmasked Estep
Score: -11917521.000000 Penalty: 3754.488037
Iteration 0F: 3 clusters Score -1.191752e+07 nChanged 49739
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56433 members
Mstep: Class 2 contains 47580 members
Entering Unmasked Estep
Score: -11947410.000000 Penalty: 3754.488037
Iteration 1F: 3 clusters Score -1.194741e+07 nChanged 4513
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59080 members
Mstep: Class 2 contains 44933 members
Entering Unmasked Estep
Score: -11948985.000000 Penalty: 3754.488037
Iteration 2Q: 3 clusters Score -1.194898e+07 nChanged 5186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62804 members
Mstep: Class 2 contains 41209 members
Entering Unmasked Estep
Score: -11951458.000000 Penalty: 3754.488037
Iteration 3Q: 3 clusters Score -1.195146e+07 nChanged 6291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67903 members
Mstep: Class 2 contains 36110 members
Entering Unmasked Estep
Score: -11955428.000000 Penalty: 3754.488037
Iteration 4F: 3 clusters Score -1.195543e+07 nChanged 7132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74139 members
Mstep: Class 2 contains 29874 members
Entering Unmasked Estep
Score: -11960758.000000 Penalty: 3754.488037
Iteration 5F: 3 clusters Score -1.196076e+07 nChanged 7180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80629 members
Mstep: Class 2 contains 23384 members
Entering Unmasked Estep
Score: -11966829.000000 Penalty: 3754.488037
Iteration 6F: 3 clusters Score -1.196683e+07 nChanged 6267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86296 members
Mstep: Class 2 contains 17717 members
Entering Unmasked Estep
Score: -11972052.000000 Penalty: 3754.488037
Iteration 7F: 3 clusters Score -1.197205e+07 nChanged 4718
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90582 members
Mstep: Class 2 contains 13431 members
Entering Unmasked Estep
Score: -11975900.000000 Penalty: 3754.488037
Iteration 8Q: 3 clusters Score -1.19759e+07 nChanged 3394
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93768 members
Mstep: Class 2 contains 10245 members
Entering Unmasked Estep
Score: -11978437.000000 Penalty: 3754.488037
Iteration 9Q: 3 clusters Score -1.197844e+07 nChanged 2596
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96324 members
Mstep: Class 2 contains 7689 members
Entering Unmasked Estep
Score: -11980353.000000 Penalty: 3754.488037
Iteration 10Q: 3 clusters Score -1.198035e+07 nChanged 2072
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 98386 members
Mstep: Class 2 contains 5627 members
Entering Unmasked Estep
Score: -11981787.000000 Penalty: 3754.488037
Iteration 11Q: 3 clusters Score -1.198179e+07 nChanged 1611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99993 members
Mstep: Class 2 contains 4020 members
Entering Unmasked Estep
Score: -11982866.000000 Penalty: 3754.488037
Iteration 12Q: 3 clusters Score -1.198287e+07 nChanged 1166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101159 members
Mstep: Class 2 contains 2854 members
Entering Unmasked Estep
Score: -11983609.000000 Penalty: 3754.488037
Iteration 13Q: 3 clusters Score -1.198361e+07 nChanged 872
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102029 members
Mstep: Class 2 contains 1984 members
Entering Unmasked Estep
Score: -11984251.000000 Penalty: 3754.488037
Iteration 14Q: 3 clusters Score -1.198425e+07 nChanged 628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102655 members
Mstep: Class 2 contains 1358 members
Entering Unmasked Estep
Score: -11984639.000000 Penalty: 3754.488037
Iteration 15Q: 3 clusters Score -1.198464e+07 nChanged 396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103049 members
Mstep: Class 2 contains 964 members
Entering Unmasked Estep
Score: -11984893.000000 Penalty: 3754.488037
Iteration 16Q: 3 clusters Score -1.198489e+07 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103285 members
Mstep: Class 2 contains 728 members
Entering Unmasked Estep
Score: -11985075.000000 Penalty: 3754.488037
Iteration 17Q: 3 clusters Score -1.198508e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103429 members
Mstep: Class 2 contains 584 members
Entering Unmasked Estep
Score: -11985164.000000 Penalty: 3754.488037
Iteration 18Q: 3 clusters Score -1.198516e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103503 members
Mstep: Class 2 contains 510 members
Entering Unmasked Estep
Score: -11985231.000000 Penalty: 3754.488037
Iteration 19Q: 3 clusters Score -1.198523e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103546 members
Mstep: Class 2 contains 467 members
Entering Unmasked Estep
Score: -11985262.000000 Penalty: 3754.488037
Iteration 20F: 3 clusters Score -1.198526e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103583 members
Mstep: Class 2 contains 430 members
Entering Unmasked Estep
Score: -11985267.000000 Penalty: 3754.488037
Iteration 21Q: 3 clusters Score -1.198527e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103614 members
Mstep: Class 2 contains 399 members
Entering Unmasked Estep
Score: -11985305.000000 Penalty: 3754.488037
Iteration 22Q: 3 clusters Score -1.19853e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103634 members
Mstep: Class 2 contains 379 members
Entering Unmasked Estep
Score: -11985325.000000 Penalty: 3754.488037
Iteration 23Q: 3 clusters Score -1.198532e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103646 members
Mstep: Class 2 contains 367 members
Entering Unmasked Estep
Score: -11985328.000000 Penalty: 3754.488037
Iteration 24Q: 3 clusters Score -1.198533e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103653 members
Mstep: Class 2 contains 360 members
Entering Unmasked Estep
Score: -11985328.000000 Penalty: 3754.488037
Iteration 25Q: 3 clusters Score -1.198533e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103658 members
Mstep: Class 2 contains 355 members
Entering Unmasked Estep
Score: -11985333.000000 Penalty: 3754.488037
Iteration 26Q: 3 clusters Score -1.198533e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103662 members
Mstep: Class 2 contains 351 members
Entering Unmasked Estep
Score: -11985353.000000 Penalty: 3754.488037
Iteration 27Q: 3 clusters Score -1.198535e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103663 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -11985349.000000 Penalty: 3754.488037
Iteration 28Q: 3 clusters Score -1.198535e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103662 members
Mstep: Class 2 contains 351 members
Entering Unmasked Estep
Score: -11985343.000000 Penalty: 3754.488037
Iteration 29Q: 3 clusters Score -1.198534e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103663 members
Mstep: Class 2 contains 350 members
Entering Unmasked Estep
Score: -11985342.000000 Penalty: 3754.488037
Iteration 30Q: 3 clusters Score -1.198534e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103664 members
Mstep: Class 2 contains 349 members
Entering Unmasked Estep
Score: -11985344.000000 Penalty: 3754.488037
Iteration 31Q: 3 clusters Score -1.198534e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103664 members
Mstep: Class 2 contains 349 members
Entering Unmasked Estep
Score: -11985350.000000 Penalty: 3754.488037
Iteration 32Q: 3 clusters Score -1.198535e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103664 members
Mstep: Class 2 contains 349 members
Entering Unmasked Estep
Score: -11985350.000000 Penalty: 3754.488037
Iteration 33F: 3 clusters Score -1.198535e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 5 (311 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 311 members
Entering Unmasked Estep
Score: -23314.455078 Penalty: 932.716309
Iteration 0F: 2 clusters Score -23314.46 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171 members
Mstep: Class 2 contains 140 members
Entering Unmasked Estep
Score: -22619.183594 Penalty: 1865.432617
Iteration 0F: 3 clusters Score -22619.18 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174 members
Mstep: Class 2 contains 137 members
Entering Unmasked Estep
Score: -22809.990234 Penalty: 1865.432617
Iteration 1F: 3 clusters Score -22809.99 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 180 members
Mstep: Class 2 contains 131 members
Entering Unmasked Estep
Score: -22929.095703 Penalty: 1865.432617
Iteration 2F: 3 clusters Score -22929.1 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 191 members
Mstep: Class 2 contains 120 members
Entering Unmasked Estep
Score: -23007.246094 Penalty: 1865.432617
Iteration 3F: 3 clusters Score -23007.25 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 193 members
Mstep: Class 2 contains 118 members
Entering Unmasked Estep
Score: -23080.490234 Penalty: 1865.432617
Iteration 4Q: 3 clusters Score -23080.49 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 191 members
Mstep: Class 2 contains 120 members
Entering Unmasked Estep
Score: -23151.529297 Penalty: 1865.432617
Iteration 5Q: 3 clusters Score -23151.53 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 193 members
Mstep: Class 2 contains 118 members
Entering Unmasked Estep
Score: -23186.919922 Penalty: 1865.432617
Iteration 6Q: 3 clusters Score -23186.92 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 193 members
Mstep: Class 2 contains 118 members
Entering Unmasked Estep
Score: -23190.195312 Penalty: 1865.432617
Iteration 7Q: 3 clusters Score -23190.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 193 members
Mstep: Class 2 contains 118 members
Entering Unmasked Estep
Score: -23190.195312 Penalty: 1865.432617
Iteration 8F: 3 clusters Score -23190.2 nChanged 0
Entering ConstructFrom:
Trying to split cluster 6 (26222 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26222 members
Entering Unmasked Estep
Score: -3134784.750000 Penalty: 1653.332520
Iteration 0F: 2 clusters Score -3134785 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13062 members
Mstep: Class 2 contains 13160 members
Entering Unmasked Estep
Score: -3117221.250000 Penalty: 3306.665039
Iteration 0F: 3 clusters Score -3117221 nChanged 11958
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12888 members
Mstep: Class 2 contains 13334 members
Entering Unmasked Estep
Score: -3123591.500000 Penalty: 3306.665039
Iteration 1F: 3 clusters Score -3123592 nChanged 1137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12823 members
Mstep: Class 2 contains 13399 members
Entering Unmasked Estep
Score: -3123905.250000 Penalty: 3306.665039
Iteration 2Q: 3 clusters Score -3123905 nChanged 944
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12727 members
Mstep: Class 2 contains 13495 members
Entering Unmasked Estep
Score: -3124136.250000 Penalty: 3306.665039
Iteration 3Q: 3 clusters Score -3124136 nChanged 867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12578 members
Mstep: Class 2 contains 13644 members
Entering Unmasked Estep
Score: -3124359.250000 Penalty: 3306.665039
Iteration 4Q: 3 clusters Score -3124359 nChanged 887
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12395 members
Mstep: Class 2 contains 13827 members
Entering Unmasked Estep
Score: -3124607.500000 Penalty: 3306.665039
Iteration 5Q: 3 clusters Score -3124608 nChanged 840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12109 members
Mstep: Class 2 contains 14113 members
Entering Unmasked Estep
Score: -3124841.750000 Penalty: 3306.665039
Iteration 6Q: 3 clusters Score -3124842 nChanged 782
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11713 members
Mstep: Class 2 contains 14509 members
Entering Unmasked Estep
Score: -3125076.250000 Penalty: 3306.665039
Iteration 7Q: 3 clusters Score -3125076 nChanged 801
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11216 members
Mstep: Class 2 contains 15006 members
Entering Unmasked Estep
Score: -3125351.250000 Penalty: 3306.665039
Iteration 8Q: 3 clusters Score -3125351 nChanged 896
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10538 members
Mstep: Class 2 contains 15684 members
Entering Unmasked Estep
Score: -3125746.500000 Penalty: 3306.665039
Iteration 9Q: 3 clusters Score -3125746 nChanged 1028
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9678 members
Mstep: Class 2 contains 16544 members
Entering Unmasked Estep
Score: -3126240.250000 Penalty: 3306.665039
Iteration 10Q: 3 clusters Score -3126240 nChanged 1184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8568 members
Mstep: Class 2 contains 17654 members
Entering Unmasked Estep
Score: -3126940.500000 Penalty: 3306.665039
Iteration 11Q: 3 clusters Score -3126940 nChanged 1424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7194 members
Mstep: Class 2 contains 19028 members
Entering Unmasked Estep
Score: -3127858.500000 Penalty: 3306.665039
Iteration 12F: 3 clusters Score -3127858 nChanged 1520
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5696 members
Mstep: Class 2 contains 20526 members
Entering Unmasked Estep
Score: -3128946.750000 Penalty: 3306.665039
Iteration 13F: 3 clusters Score -3128947 nChanged 1518
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4190 members
Mstep: Class 2 contains 22032 members
Entering Unmasked Estep
Score: -3130108.500000 Penalty: 3306.665039
Iteration 14F: 3 clusters Score -3130108 nChanged 1349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2847 members
Mstep: Class 2 contains 23375 members
Entering Unmasked Estep
Score: -3131243.250000 Penalty: 3306.665039
Iteration 15F: 3 clusters Score -3131243 nChanged 1020
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1835 members
Mstep: Class 2 contains 24387 members
Entering Unmasked Estep
Score: -3132067.250000 Penalty: 3306.665039
Iteration 16Q: 3 clusters Score -3132067 nChanged 685
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1156 members
Mstep: Class 2 contains 25066 members
Entering Unmasked Estep
Score: -3132614.500000 Penalty: 3306.665039
Iteration 17Q: 3 clusters Score -3132614 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 754 members
Mstep: Class 2 contains 25468 members
Entering Unmasked Estep
Score: -3132930.750000 Penalty: 3306.665039
Iteration 18Q: 3 clusters Score -3132931 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 547 members
Mstep: Class 2 contains 25675 members
Entering Unmasked Estep
Score: -3133085.000000 Penalty: 3306.665039
Iteration 19Q: 3 clusters Score -3133085 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 448 members
Mstep: Class 2 contains 25774 members
Entering Unmasked Estep
Score: -3133167.500000 Penalty: 3306.665039
Iteration 20F: 3 clusters Score -3133168 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 373 members
Mstep: Class 2 contains 25849 members
Entering Unmasked Estep
Score: -3133215.500000 Penalty: 3306.665039
Iteration 21Q: 3 clusters Score -3133216 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 331 members
Mstep: Class 2 contains 25891 members
Entering Unmasked Estep
Score: -3133249.500000 Penalty: 3306.665039
Iteration 22Q: 3 clusters Score -3133250 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 296 members
Mstep: Class 2 contains 25926 members
Entering Unmasked Estep
Score: -3133281.750000 Penalty: 3306.665039
Iteration 23Q: 3 clusters Score -3133282 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 266 members
Mstep: Class 2 contains 25956 members
Entering Unmasked Estep
Score: -3133314.500000 Penalty: 3306.665039
Iteration 24Q: 3 clusters Score -3133314 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 249 members
Mstep: Class 2 contains 25973 members
Entering Unmasked Estep
Score: -3133332.500000 Penalty: 3306.665039
Iteration 25Q: 3 clusters Score -3133332 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 236 members
Mstep: Class 2 contains 25986 members
Entering Unmasked Estep
Score: -3133348.250000 Penalty: 3306.665039
Iteration 26Q: 3 clusters Score -3133348 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 227 members
Mstep: Class 2 contains 25995 members
Entering Unmasked Estep
Score: -3133358.500000 Penalty: 3306.665039
Iteration 27Q: 3 clusters Score -3133358 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 220 members
Mstep: Class 2 contains 26002 members
Entering Unmasked Estep
Score: -3133366.000000 Penalty: 3306.665039
Iteration 28Q: 3 clusters Score -3133366 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 213 members
Mstep: Class 2 contains 26009 members
Entering Unmasked Estep
Score: -3133371.500000 Penalty: 3306.665039
Iteration 29Q: 3 clusters Score -3133372 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 209 members
Mstep: Class 2 contains 26013 members
Entering Unmasked Estep
Score: -3133378.500000 Penalty: 3306.665039
Iteration 30Q: 3 clusters Score -3133378 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 208 members
Mstep: Class 2 contains 26014 members
Entering Unmasked Estep
Score: -3133384.250000 Penalty: 3306.665039
Iteration 31Q: 3 clusters Score -3133384 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 206 members
Mstep: Class 2 contains 26016 members
Entering Unmasked Estep
Score: -3133385.500000 Penalty: 3306.665039
Iteration 32Q: 3 clusters Score -3133386 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 203 members
Mstep: Class 2 contains 26019 members
Entering Unmasked Estep
Score: -3133388.250000 Penalty: 3306.665039
Iteration 33Q: 3 clusters Score -3133388 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200 members
Mstep: Class 2 contains 26022 members
Entering Unmasked Estep
Score: -3133393.500000 Penalty: 3306.665039
Iteration 34Q: 3 clusters Score -3133394 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 198 members
Mstep: Class 2 contains 26024 members
Entering Unmasked Estep
Score: -3133396.250000 Penalty: 3306.665039
Iteration 35Q: 3 clusters Score -3133396 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199 members
Mstep: Class 2 contains 26023 members
Entering Unmasked Estep
Score: -3133396.500000 Penalty: 3306.665039
Iteration 36Q: 3 clusters Score -3133396 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199 members
Mstep: Class 2 contains 26023 members
Entering Unmasked Estep
Score: -3133396.500000 Penalty: 3306.665039
Iteration 37F: 3 clusters Score -3133396 nChanged 0
Entering ConstructFrom:
Trying to split cluster 7 (6200 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6200 members
Entering Unmasked Estep
Score: -695197.562500 Penalty: 1418.999512
Iteration 0F: 2 clusters Score -695197.6 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3116 members
Mstep: Class 2 contains 3084 members
Entering Unmasked Estep
Score: -690491.000000 Penalty: 2837.999023
Iteration 0F: 3 clusters Score -690491 nChanged 2564
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3236 members
Mstep: Class 2 contains 2964 members
Entering Unmasked Estep
Score: -691997.562500 Penalty: 2837.999023
Iteration 1F: 3 clusters Score -691997.6 nChanged 436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3302 members
Mstep: Class 2 contains 2898 members
Entering Unmasked Estep
Score: -692297.312500 Penalty: 2837.999023
Iteration 2F: 3 clusters Score -692297.3 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3370 members
Mstep: Class 2 contains 2830 members
Entering Unmasked Estep
Score: -692598.687500 Penalty: 2837.999023
Iteration 3F: 3 clusters Score -692598.7 nChanged 357
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3441 members
Mstep: Class 2 contains 2759 members
Entering Unmasked Estep
Score: -692910.437500 Penalty: 2837.999023
Iteration 4F: 3 clusters Score -692910.4 nChanged 358
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3509 members
Mstep: Class 2 contains 2691 members
Entering Unmasked Estep
Score: -693214.687500 Penalty: 2837.999023
Iteration 5F: 3 clusters Score -693214.7 nChanged 347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3602 members
Mstep: Class 2 contains 2598 members
Entering Unmasked Estep
Score: -693473.625000 Penalty: 2837.999023
Iteration 6F: 3 clusters Score -693473.6 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3712 members
Mstep: Class 2 contains 2488 members
Entering Unmasked Estep
Score: -693663.875000 Penalty: 2837.999023
Iteration 7Q: 3 clusters Score -693663.9 nChanged 229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3787 members
Mstep: Class 2 contains 2413 members
Entering Unmasked Estep
Score: -693788.125000 Penalty: 2837.999023
Iteration 8Q: 3 clusters Score -693788.1 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3862 members
Mstep: Class 2 contains 2338 members
Entering Unmasked Estep
Score: -693882.250000 Penalty: 2837.999023
Iteration 9Q: 3 clusters Score -693882.2 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3929 members
Mstep: Class 2 contains 2271 members
Entering Unmasked Estep
Score: -693940.875000 Penalty: 2837.999023
Iteration 10Q: 3 clusters Score -693940.9 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3962 members
Mstep: Class 2 contains 2238 members
Entering Unmasked Estep
Score: -693974.500000 Penalty: 2837.999023
Iteration 11Q: 3 clusters Score -693974.5 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3996 members
Mstep: Class 2 contains 2204 members
Entering Unmasked Estep
Score: -694001.375000 Penalty: 2837.999023
Iteration 12Q: 3 clusters Score -694001.4 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4031 members
Mstep: Class 2 contains 2169 members
Entering Unmasked Estep
Score: -694017.812500 Penalty: 2837.999023
Iteration 13Q: 3 clusters Score -694017.8 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4055 members
Mstep: Class 2 contains 2145 members
Entering Unmasked Estep
Score: -694026.437500 Penalty: 2837.999023
Iteration 14Q: 3 clusters Score -694026.4 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4073 members
Mstep: Class 2 contains 2127 members
Entering Unmasked Estep
Score: -694037.000000 Penalty: 2837.999023
Iteration 15Q: 3 clusters Score -694037 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4088 members
Mstep: Class 2 contains 2112 members
Entering Unmasked Estep
Score: -694044.187500 Penalty: 2837.999023
Iteration 16Q: 3 clusters Score -694044.2 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4110 members
Mstep: Class 2 contains 2090 members
Entering Unmasked Estep
Score: -694051.937500 Penalty: 2837.999023
Iteration 17Q: 3 clusters Score -694051.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4127 members
Mstep: Class 2 contains 2073 members
Entering Unmasked Estep
Score: -694056.250000 Penalty: 2837.999023
Iteration 18Q: 3 clusters Score -694056.2 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4139 members
Mstep: Class 2 contains 2061 members
Entering Unmasked Estep
Score: -694062.062500 Penalty: 2837.999023
Iteration 19Q: 3 clusters Score -694062.1 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4146 members
Mstep: Class 2 contains 2054 members
Entering Unmasked Estep
Score: -694064.000000 Penalty: 2837.999023
Iteration 20F: 3 clusters Score -694064 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4154 members
Mstep: Class 2 contains 2046 members
Entering Unmasked Estep
Score: -694066.000000 Penalty: 2837.999023
Iteration 21Q: 3 clusters Score -694066 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4165 members
Mstep: Class 2 contains 2035 members
Entering Unmasked Estep
Score: -694069.437500 Penalty: 2837.999023
Iteration 22Q: 3 clusters Score -694069.4 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4169 members
Mstep: Class 2 contains 2031 members
Entering Unmasked Estep
Score: -694073.500000 Penalty: 2837.999023
Iteration 23Q: 3 clusters Score -694073.5 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4178 members
Mstep: Class 2 contains 2022 members
Entering Unmasked Estep
Score: -694075.875000 Penalty: 2837.999023
Iteration 24Q: 3 clusters Score -694075.9 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4185 members
Mstep: Class 2 contains 2015 members
Entering Unmasked Estep
Score: -694076.812500 Penalty: 2837.999023
Iteration 25Q: 3 clusters Score -694076.8 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4188 members
Mstep: Class 2 contains 2012 members
Entering Unmasked Estep
Score: -694077.062500 Penalty: 2837.999023
Iteration 26Q: 3 clusters Score -694077.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4193 members
Mstep: Class 2 contains 2007 members
Entering Unmasked Estep
Score: -694076.875000 Penalty: 2837.999023
Iteration 27Q: 3 clusters Score -694076.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4196 members
Mstep: Class 2 contains 2004 members
Entering Unmasked Estep
Score: -694079.500000 Penalty: 2837.999023
Iteration 28Q: 3 clusters Score -694079.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4198 members
Mstep: Class 2 contains 2002 members
Entering Unmasked Estep
Score: -694079.750000 Penalty: 2837.999023
Iteration 29Q: 3 clusters Score -694079.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4201 members
Mstep: Class 2 contains 1999 members
Entering Unmasked Estep
Score: -694080.812500 Penalty: 2837.999023
Iteration 30Q: 3 clusters Score -694080.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4204 members
Mstep: Class 2 contains 1996 members
Entering Unmasked Estep
Score: -694079.312500 Penalty: 2837.999023
Iteration 31Q: 3 clusters Score -694079.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4207 members
Mstep: Class 2 contains 1993 members
Entering Unmasked Estep
Score: -694080.625000 Penalty: 2837.999023
Iteration 32Q: 3 clusters Score -694080.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4210 members
Mstep: Class 2 contains 1990 members
Entering Unmasked Estep
Score: -694080.437500 Penalty: 2837.999023
Iteration 33Q: 3 clusters Score -694080.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4212 members
Mstep: Class 2 contains 1988 members
Entering Unmasked Estep
Score: -694081.437500 Penalty: 2837.999023
Iteration 34Q: 3 clusters Score -694081.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4213 members
Mstep: Class 2 contains 1987 members
Entering Unmasked Estep
Score: -694082.187500 Penalty: 2837.999023
Iteration 35Q: 3 clusters Score -694082.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4215 members
Mstep: Class 2 contains 1985 members
Entering Unmasked Estep
Score: -694081.812500 Penalty: 2837.999023
Iteration 36Q: 3 clusters Score -694081.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4217 members
Mstep: Class 2 contains 1983 members
Entering Unmasked Estep
Score: -694081.500000 Penalty: 2837.999023
Iteration 37Q: 3 clusters Score -694081.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4218 members
Mstep: Class 2 contains 1982 members
Entering Unmasked Estep
Score: -694082.812500 Penalty: 2837.999023
Iteration 38Q: 3 clusters Score -694082.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4218 members
Mstep: Class 2 contains 1982 members
Entering Unmasked Estep
Score: -694082.812500 Penalty: 2837.999023
Iteration 39F: 3 clusters Score -694082.8 nChanged 0
Entering ConstructFrom:
Trying to split cluster 8 (13216 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13216 members
Entering Unmasked Estep
Score: -1557555.375000 Penalty: 1541.992310
Iteration 0F: 2 clusters Score -1557555 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6579 members
Mstep: Class 2 contains 6637 members
Entering Unmasked Estep
Score: -1548298.000000 Penalty: 3083.984619
Iteration 0F: 3 clusters Score -1548298 nChanged 5797
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6518 members
Mstep: Class 2 contains 6698 members
Entering Unmasked Estep
Score: -1551323.375000 Penalty: 3083.984619
Iteration 1F: 3 clusters Score -1551323 nChanged 773
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6417 members
Mstep: Class 2 contains 6799 members
Entering Unmasked Estep
Score: -1551642.875000 Penalty: 3083.984619
Iteration 2F: 3 clusters Score -1551643 nChanged 715
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6226 members
Mstep: Class 2 contains 6990 members
Entering Unmasked Estep
Score: -1551937.250000 Penalty: 3083.984619
Iteration 3F: 3 clusters Score -1551937 nChanged 676
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5966 members
Mstep: Class 2 contains 7250 members
Entering Unmasked Estep
Score: -1552248.375000 Penalty: 3083.984619
Iteration 4F: 3 clusters Score -1552248 nChanged 700
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5606 members
Mstep: Class 2 contains 7610 members
Entering Unmasked Estep
Score: -1552564.750000 Penalty: 3083.984619
Iteration 5F: 3 clusters Score -1552565 nChanged 647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5207 members
Mstep: Class 2 contains 8009 members
Entering Unmasked Estep
Score: -1552889.500000 Penalty: 3083.984619
Iteration 6Q: 3 clusters Score -1552890 nChanged 670
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4763 members
Mstep: Class 2 contains 8453 members
Entering Unmasked Estep
Score: -1553256.125000 Penalty: 3083.984619
Iteration 7F: 3 clusters Score -1553256 nChanged 657
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4318 members
Mstep: Class 2 contains 8898 members
Entering Unmasked Estep
Score: -1553613.250000 Penalty: 3083.984619
Iteration 8Q: 3 clusters Score -1553613 nChanged 605
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3885 members
Mstep: Class 2 contains 9331 members
Entering Unmasked Estep
Score: -1553959.250000 Penalty: 3083.984619
Iteration 9Q: 3 clusters Score -1553959 nChanged 541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3476 members
Mstep: Class 2 contains 9740 members
Entering Unmasked Estep
Score: -1554312.750000 Penalty: 3083.984619
Iteration 10Q: 3 clusters Score -1554313 nChanged 492
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3108 members
Mstep: Class 2 contains 10108 members
Entering Unmasked Estep
Score: -1554661.250000 Penalty: 3083.984619
Iteration 11Q: 3 clusters Score -1554661 nChanged 458
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2772 members
Mstep: Class 2 contains 10444 members
Entering Unmasked Estep
Score: -1554971.000000 Penalty: 3083.984619
Iteration 12Q: 3 clusters Score -1554971 nChanged 376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2514 members
Mstep: Class 2 contains 10702 members
Entering Unmasked Estep
Score: -1555229.750000 Penalty: 3083.984619
Iteration 13Q: 3 clusters Score -1555230 nChanged 319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2309 members
Mstep: Class 2 contains 10907 members
Entering Unmasked Estep
Score: -1555415.500000 Penalty: 3083.984619
Iteration 14Q: 3 clusters Score -1555416 nChanged 226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2137 members
Mstep: Class 2 contains 11079 members
Entering Unmasked Estep
Score: -1555524.125000 Penalty: 3083.984619
Iteration 15Q: 3 clusters Score -1555524 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1979 members
Mstep: Class 2 contains 11237 members
Entering Unmasked Estep
Score: -1555616.750000 Penalty: 3083.984619
Iteration 16Q: 3 clusters Score -1555617 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1837 members
Mstep: Class 2 contains 11379 members
Entering Unmasked Estep
Score: -1555680.875000 Penalty: 3083.984619
Iteration 17Q: 3 clusters Score -1555681 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1717 members
Mstep: Class 2 contains 11499 members
Entering Unmasked Estep
Score: -1555729.500000 Penalty: 3083.984619
Iteration 18Q: 3 clusters Score -1555730 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1598 members
Mstep: Class 2 contains 11618 members
Entering Unmasked Estep
Score: -1555786.500000 Penalty: 3083.984619
Iteration 19Q: 3 clusters Score -1555786 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1487 members
Mstep: Class 2 contains 11729 members
Entering Unmasked Estep
Score: -1555835.625000 Penalty: 3083.984619
Iteration 20F: 3 clusters Score -1555836 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1391 members
Mstep: Class 2 contains 11825 members
Entering Unmasked Estep
Score: -1555883.875000 Penalty: 3083.984619
Iteration 21Q: 3 clusters Score -1555884 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1312 members
Mstep: Class 2 contains 11904 members
Entering Unmasked Estep
Score: -1555928.000000 Penalty: 3083.984619
Iteration 22Q: 3 clusters Score -1555928 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1233 members
Mstep: Class 2 contains 11983 members
Entering Unmasked Estep
Score: -1555974.625000 Penalty: 3083.984619
Iteration 23Q: 3 clusters Score -1555975 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1157 members
Mstep: Class 2 contains 12059 members
Entering Unmasked Estep
Score: -1556025.000000 Penalty: 3083.984619
Iteration 24Q: 3 clusters Score -1556025 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1091 members
Mstep: Class 2 contains 12125 members
Entering Unmasked Estep
Score: -1556069.875000 Penalty: 3083.984619
Iteration 25Q: 3 clusters Score -1556070 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1026 members
Mstep: Class 2 contains 12190 members
Entering Unmasked Estep
Score: -1556107.000000 Penalty: 3083.984619
Iteration 26Q: 3 clusters Score -1556107 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 967 members
Mstep: Class 2 contains 12249 members
Entering Unmasked Estep
Score: -1556143.750000 Penalty: 3083.984619
Iteration 27Q: 3 clusters Score -1556144 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 916 members
Mstep: Class 2 contains 12300 members
Entering Unmasked Estep
Score: -1556169.750000 Penalty: 3083.984619
Iteration 28Q: 3 clusters Score -1556170 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 879 members
Mstep: Class 2 contains 12337 members
Entering Unmasked Estep
Score: -1556191.875000 Penalty: 3083.984619
Iteration 29Q: 3 clusters Score -1556192 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 839 members
Mstep: Class 2 contains 12377 members
Entering Unmasked Estep
Score: -1556217.875000 Penalty: 3083.984619
Iteration 30Q: 3 clusters Score -1556218 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 805 members
Mstep: Class 2 contains 12411 members
Entering Unmasked Estep
Score: -1556245.000000 Penalty: 3083.984619
Iteration 31Q: 3 clusters Score -1556245 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 773 members
Mstep: Class 2 contains 12443 members
Entering Unmasked Estep
Score: -1556266.750000 Penalty: 3083.984619
Iteration 32Q: 3 clusters Score -1556267 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 754 members
Mstep: Class 2 contains 12462 members
Entering Unmasked Estep
Score: -1556277.500000 Penalty: 3083.984619
Iteration 33Q: 3 clusters Score -1556278 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 731 members
Mstep: Class 2 contains 12485 members
Entering Unmasked Estep
Score: -1556292.000000 Penalty: 3083.984619
Iteration 34Q: 3 clusters Score -1556292 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 704 members
Mstep: Class 2 contains 12512 members
Entering Unmasked Estep
Score: -1556304.875000 Penalty: 3083.984619
Iteration 35Q: 3 clusters Score -1556305 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 684 members
Mstep: Class 2 contains 12532 members
Entering Unmasked Estep
Score: -1556308.000000 Penalty: 3083.984619
Iteration 36Q: 3 clusters Score -1556308 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 668 members
Mstep: Class 2 contains 12548 members
Entering Unmasked Estep
Score: -1556317.000000 Penalty: 3083.984619
Iteration 37Q: 3 clusters Score -1556317 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 652 members
Mstep: Class 2 contains 12564 members
Entering Unmasked Estep
Score: -1556328.375000 Penalty: 3083.984619
Iteration 38Q: 3 clusters Score -1556328 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 644 members
Mstep: Class 2 contains 12572 members
Entering Unmasked Estep
Score: -1556333.375000 Penalty: 3083.984619
Iteration 39Q: 3 clusters Score -1556333 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 638 members
Mstep: Class 2 contains 12578 members
Entering Unmasked Estep
Score: -1556335.625000 Penalty: 3083.984619
Iteration 40F: 3 clusters Score -1556336 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 631 members
Mstep: Class 2 contains 12585 members
Entering Unmasked Estep
Score: -1556343.250000 Penalty: 3083.984619
Iteration 41Q: 3 clusters Score -1556343 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 627 members
Mstep: Class 2 contains 12589 members
Entering Unmasked Estep
Score: -1556347.250000 Penalty: 3083.984619
Iteration 42Q: 3 clusters Score -1556347 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 621 members
Mstep: Class 2 contains 12595 members
Entering Unmasked Estep
Score: -1556349.375000 Penalty: 3083.984619
Iteration 43Q: 3 clusters Score -1556349 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 608 members
Mstep: Class 2 contains 12608 members
Entering Unmasked Estep
Score: -1556354.875000 Penalty: 3083.984619
Iteration 44Q: 3 clusters Score -1556355 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 602 members
Mstep: Class 2 contains 12614 members
Entering Unmasked Estep
Score: -1556359.625000 Penalty: 3083.984619
Iteration 45Q: 3 clusters Score -1556360 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 595 members
Mstep: Class 2 contains 12621 members
Entering Unmasked Estep
Score: -1556367.375000 Penalty: 3083.984619
Iteration 46Q: 3 clusters Score -1556367 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 590 members
Mstep: Class 2 contains 12626 members
Entering Unmasked Estep
Score: -1556374.000000 Penalty: 3083.984619
Iteration 47Q: 3 clusters Score -1556374 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 583 members
Mstep: Class 2 contains 12633 members
Entering Unmasked Estep
Score: -1556379.875000 Penalty: 3083.984619
Iteration 48Q: 3 clusters Score -1556380 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 574 members
Mstep: Class 2 contains 12642 members
Entering Unmasked Estep
Score: -1556386.125000 Penalty: 3083.984619
Iteration 49Q: 3 clusters Score -1556386 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 565 members
Mstep: Class 2 contains 12651 members
Entering Unmasked Estep
Score: -1556388.750000 Penalty: 3083.984619
Iteration 50Q: 3 clusters Score -1556389 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 560 members
Mstep: Class 2 contains 12656 members
Entering Unmasked Estep
Score: -1556389.375000 Penalty: 3083.984619
Iteration 51Q: 3 clusters Score -1556389 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 553 members
Mstep: Class 2 contains 12663 members
Entering Unmasked Estep
Score: -1556393.625000 Penalty: 3083.984619
Iteration 52Q: 3 clusters Score -1556394 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 549 members
Mstep: Class 2 contains 12667 members
Entering Unmasked Estep
Score: -1556395.500000 Penalty: 3083.984619
Iteration 53Q: 3 clusters Score -1556396 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 550 members
Mstep: Class 2 contains 12666 members
Entering Unmasked Estep
Score: -1556397.750000 Penalty: 3083.984619
Iteration 54Q: 3 clusters Score -1556398 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 548 members
Mstep: Class 2 contains 12668 members
Entering Unmasked Estep
Score: -1556399.625000 Penalty: 3083.984619
Iteration 55Q: 3 clusters Score -1556400 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 548 members
Mstep: Class 2 contains 12668 members
Entering Unmasked Estep
Score: -1556399.625000 Penalty: 3083.984619
Iteration 56F: 3 clusters Score -1556400 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (21020 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21020 members
Entering Unmasked Estep
Score: -2501205.000000 Penalty: 1617.399902
Iteration 0F: 2 clusters Score -2501205 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10553 members
Mstep: Class 2 contains 10467 members
Entering Unmasked Estep
Score: -2486872.250000 Penalty: 3234.799805
Iteration 0F: 3 clusters Score -2486872 nChanged 9425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10756 members
Mstep: Class 2 contains 10264 members
Entering Unmasked Estep
Score: -2492071.500000 Penalty: 3234.799805
Iteration 1F: 3 clusters Score -2492072 nChanged 1078
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10844 members
Mstep: Class 2 contains 10176 members
Entering Unmasked Estep
Score: -2492443.250000 Penalty: 3234.799805
Iteration 2F: 3 clusters Score -2492443 nChanged 1010
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10988 members
Mstep: Class 2 contains 10032 members
Entering Unmasked Estep
Score: -2492773.500000 Penalty: 3234.799805
Iteration 3Q: 3 clusters Score -2492774 nChanged 873
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11185 members
Mstep: Class 2 contains 9835 members
Entering Unmasked Estep
Score: -2493064.500000 Penalty: 3234.799805
Iteration 4Q: 3 clusters Score -2493064 nChanged 816
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11507 members
Mstep: Class 2 contains 9513 members
Entering Unmasked Estep
Score: -2493381.000000 Penalty: 3234.799805
Iteration 5Q: 3 clusters Score -2493381 nChanged 823
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11894 members
Mstep: Class 2 contains 9126 members
Entering Unmasked Estep
Score: -2493706.750000 Penalty: 3234.799805
Iteration 6Q: 3 clusters Score -2493707 nChanged 824
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12376 members
Mstep: Class 2 contains 8644 members
Entering Unmasked Estep
Score: -2494083.250000 Penalty: 3234.799805
Iteration 7Q: 3 clusters Score -2494083 nChanged 907
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12977 members
Mstep: Class 2 contains 8043 members
Entering Unmasked Estep
Score: -2494578.000000 Penalty: 3234.799805
Iteration 8Q: 3 clusters Score -2494578 nChanged 1005
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13694 members
Mstep: Class 2 contains 7326 members
Entering Unmasked Estep
Score: -2495245.250000 Penalty: 3234.799805
Iteration 9Q: 3 clusters Score -2495245 nChanged 1024
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14428 members
Mstep: Class 2 contains 6592 members
Entering Unmasked Estep
Score: -2495945.000000 Penalty: 3234.799805
Iteration 10Q: 3 clusters Score -2495945 nChanged 959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15079 members
Mstep: Class 2 contains 5941 members
Entering Unmasked Estep
Score: -2496568.250000 Penalty: 3234.799805
Iteration 11Q: 3 clusters Score -2496568 nChanged 814
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15651 members
Mstep: Class 2 contains 5369 members
Entering Unmasked Estep
Score: -2497040.500000 Penalty: 3234.799805
Iteration 12Q: 3 clusters Score -2497040 nChanged 652
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16159 members
Mstep: Class 2 contains 4861 members
Entering Unmasked Estep
Score: -2497372.750000 Penalty: 3234.799805
Iteration 13Q: 3 clusters Score -2497373 nChanged 501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16600 members
Mstep: Class 2 contains 4420 members
Entering Unmasked Estep
Score: -2497592.250000 Penalty: 3234.799805
Iteration 14Q: 3 clusters Score -2497592 nChanged 435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17001 members
Mstep: Class 2 contains 4019 members
Entering Unmasked Estep
Score: -2497790.250000 Penalty: 3234.799805
Iteration 15Q: 3 clusters Score -2497790 nChanged 401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17386 members
Mstep: Class 2 contains 3634 members
Entering Unmasked Estep
Score: -2497978.500000 Penalty: 3234.799805
Iteration 16Q: 3 clusters Score -2497978 nChanged 368
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17746 members
Mstep: Class 2 contains 3274 members
Entering Unmasked Estep
Score: -2498174.000000 Penalty: 3234.799805
Iteration 17Q: 3 clusters Score -2498174 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18096 members
Mstep: Class 2 contains 2924 members
Entering Unmasked Estep
Score: -2498364.750000 Penalty: 3234.799805
Iteration 18Q: 3 clusters Score -2498365 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18431 members
Mstep: Class 2 contains 2589 members
Entering Unmasked Estep
Score: -2498538.500000 Penalty: 3234.799805
Iteration 19Q: 3 clusters Score -2498538 nChanged 312
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18735 members
Mstep: Class 2 contains 2285 members
Entering Unmasked Estep
Score: -2498723.750000 Penalty: 3234.799805
Iteration 20F: 3 clusters Score -2498724 nChanged 287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19020 members
Mstep: Class 2 contains 2000 members
Entering Unmasked Estep
Score: -2498900.500000 Penalty: 3234.799805
Iteration 21Q: 3 clusters Score -2498900 nChanged 284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19288 members
Mstep: Class 2 contains 1732 members
Entering Unmasked Estep
Score: -2499070.500000 Penalty: 3234.799805
Iteration 22Q: 3 clusters Score -2499070 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19512 members
Mstep: Class 2 contains 1508 members
Entering Unmasked Estep
Score: -2499202.000000 Penalty: 3234.799805
Iteration 23Q: 3 clusters Score -2499202 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19689 members
Mstep: Class 2 contains 1331 members
Entering Unmasked Estep
Score: -2499316.500000 Penalty: 3234.799805
Iteration 24Q: 3 clusters Score -2499316 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19831 members
Mstep: Class 2 contains 1189 members
Entering Unmasked Estep
Score: -2499413.250000 Penalty: 3234.799805
Iteration 25Q: 3 clusters Score -2499413 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19953 members
Mstep: Class 2 contains 1067 members
Entering Unmasked Estep
Score: -2499502.500000 Penalty: 3234.799805
Iteration 26Q: 3 clusters Score -2499502 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20054 members
Mstep: Class 2 contains 966 members
Entering Unmasked Estep
Score: -2499576.750000 Penalty: 3234.799805
Iteration 27Q: 3 clusters Score -2499577 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20129 members
Mstep: Class 2 contains 891 members
Entering Unmasked Estep
Score: -2499630.500000 Penalty: 3234.799805
Iteration 28Q: 3 clusters Score -2499630 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20197 members
Mstep: Class 2 contains 823 members
Entering Unmasked Estep
Score: -2499673.000000 Penalty: 3234.799805
Iteration 29Q: 3 clusters Score -2499673 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20249 members
Mstep: Class 2 contains 771 members
Entering Unmasked Estep
Score: -2499712.750000 Penalty: 3234.799805
Iteration 30Q: 3 clusters Score -2499713 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20286 members
Mstep: Class 2 contains 734 members
Entering Unmasked Estep
Score: -2499737.500000 Penalty: 3234.799805
Iteration 31Q: 3 clusters Score -2499738 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20320 members
Mstep: Class 2 contains 700 members
Entering Unmasked Estep
Score: -2499761.250000 Penalty: 3234.799805
Iteration 32Q: 3 clusters Score -2499761 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20348 members
Mstep: Class 2 contains 672 members
Entering Unmasked Estep
Score: -2499782.500000 Penalty: 3234.799805
Iteration 33Q: 3 clusters Score -2499782 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20363 members
Mstep: Class 2 contains 657 members
Entering Unmasked Estep
Score: -2499796.250000 Penalty: 3234.799805
Iteration 34Q: 3 clusters Score -2499796 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20384 members
Mstep: Class 2 contains 636 members
Entering Unmasked Estep
Score: -2499803.750000 Penalty: 3234.799805
Iteration 35Q: 3 clusters Score -2499804 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20404 members
Mstep: Class 2 contains 616 members
Entering Unmasked Estep
Score: -2499820.250000 Penalty: 3234.799805
Iteration 36Q: 3 clusters Score -2499820 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20420 members
Mstep: Class 2 contains 600 members
Entering Unmasked Estep
Score: -2499835.250000 Penalty: 3234.799805
Iteration 37Q: 3 clusters Score -2499835 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20437 members
Mstep: Class 2 contains 583 members
Entering Unmasked Estep
Score: -2499845.250000 Penalty: 3234.799805
Iteration 38Q: 3 clusters Score -2499845 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20455 members
Mstep: Class 2 contains 565 members
Entering Unmasked Estep
Score: -2499863.250000 Penalty: 3234.799805
Iteration 39Q: 3 clusters Score -2499863 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20468 members
Mstep: Class 2 contains 552 members
Entering Unmasked Estep
Score: -2499870.250000 Penalty: 3234.799805
Iteration 40F: 3 clusters Score -2499870 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20476 members
Mstep: Class 2 contains 544 members
Entering Unmasked Estep
Score: -2499877.750000 Penalty: 3234.799805
Iteration 41Q: 3 clusters Score -2499878 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20480 members
Mstep: Class 2 contains 540 members
Entering Unmasked Estep
Score: -2499884.250000 Penalty: 3234.799805
Iteration 42Q: 3 clusters Score -2499884 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20487 members
Mstep: Class 2 contains 533 members
Entering Unmasked Estep
Score: -2499888.250000 Penalty: 3234.799805
Iteration 43Q: 3 clusters Score -2499888 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20492 members
Mstep: Class 2 contains 528 members
Entering Unmasked Estep
Score: -2499894.500000 Penalty: 3234.799805
Iteration 44Q: 3 clusters Score -2499894 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20498 members
Mstep: Class 2 contains 522 members
Entering Unmasked Estep
Score: -2499896.250000 Penalty: 3234.799805
Iteration 45Q: 3 clusters Score -2499896 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20506 members
Mstep: Class 2 contains 514 members
Entering Unmasked Estep
Score: -2499898.750000 Penalty: 3234.799805
Iteration 46Q: 3 clusters Score -2499899 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20506 members
Mstep: Class 2 contains 514 members
Entering Unmasked Estep
Score: -2499900.000000 Penalty: 3234.799805
Iteration 47Q: 3 clusters Score -2499900 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20507 members
Mstep: Class 2 contains 513 members
Entering Unmasked Estep
Score: -2499899.000000 Penalty: 3234.799805
Iteration 48Q: 3 clusters Score -2499899 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20507 members
Mstep: Class 2 contains 513 members
Entering Unmasked Estep
Score: -2499899.000000 Penalty: 3234.799805
Iteration 49F: 3 clusters Score -2499899 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (27110 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27110 members
Entering Unmasked Estep
Score: -3237294.250000 Penalty: 1658.744385
Iteration 0F: 2 clusters Score -3237294 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13621 members
Mstep: Class 2 contains 13489 members
Entering Unmasked Estep
Score: -3219161.000000 Penalty: 3317.488770
Iteration 0F: 3 clusters Score -3219161 nChanged 12364
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13831 members
Mstep: Class 2 contains 13279 members
Entering Unmasked Estep
Score: -3225883.250000 Penalty: 3317.488770
Iteration 1F: 3 clusters Score -3225883 nChanged 1153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13922 members
Mstep: Class 2 contains 13188 members
Entering Unmasked Estep
Score: -3226211.750000 Penalty: 3317.488770
Iteration 2Q: 3 clusters Score -3226212 nChanged 1022
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14066 members
Mstep: Class 2 contains 13044 members
Entering Unmasked Estep
Score: -3226510.500000 Penalty: 3317.488770
Iteration 3Q: 3 clusters Score -3226510 nChanged 937
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14315 members
Mstep: Class 2 contains 12795 members
Entering Unmasked Estep
Score: -3226823.250000 Penalty: 3317.488770
Iteration 4Q: 3 clusters Score -3226823 nChanged 985
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14676 members
Mstep: Class 2 contains 12434 members
Entering Unmasked Estep
Score: -3227195.500000 Penalty: 3317.488770
Iteration 5Q: 3 clusters Score -3227196 nChanged 1084
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15182 members
Mstep: Class 2 contains 11928 members
Entering Unmasked Estep
Score: -3227719.500000 Penalty: 3317.488770
Iteration 6Q: 3 clusters Score -3227720 nChanged 1170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15802 members
Mstep: Class 2 contains 11308 members
Entering Unmasked Estep
Score: -3228313.500000 Penalty: 3317.488770
Iteration 7Q: 3 clusters Score -3228314 nChanged 1285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16577 members
Mstep: Class 2 contains 10533 members
Entering Unmasked Estep
Score: -3229048.250000 Penalty: 3317.488770
Iteration 8Q: 3 clusters Score -3229048 nChanged 1341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17484 members
Mstep: Class 2 contains 9626 members
Entering Unmasked Estep
Score: -3229870.000000 Penalty: 3317.488770
Iteration 9Q: 3 clusters Score -3229870 nChanged 1364
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18448 members
Mstep: Class 2 contains 8662 members
Entering Unmasked Estep
Score: -3230699.250000 Penalty: 3317.488770
Iteration 10F: 3 clusters Score -3230699 nChanged 1246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19408 members
Mstep: Class 2 contains 7702 members
Entering Unmasked Estep
Score: -3231471.750000 Penalty: 3317.488770
Iteration 11Q: 3 clusters Score -3231472 nChanged 1139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20325 members
Mstep: Class 2 contains 6785 members
Entering Unmasked Estep
Score: -3232175.000000 Penalty: 3317.488770
Iteration 12Q: 3 clusters Score -3232175 nChanged 1011
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21220 members
Mstep: Class 2 contains 5890 members
Entering Unmasked Estep
Score: -3232804.250000 Penalty: 3317.488770
Iteration 13Q: 3 clusters Score -3232804 nChanged 863
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22007 members
Mstep: Class 2 contains 5103 members
Entering Unmasked Estep
Score: -3233351.500000 Penalty: 3317.488770
Iteration 14Q: 3 clusters Score -3233352 nChanged 735
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22682 members
Mstep: Class 2 contains 4428 members
Entering Unmasked Estep
Score: -3233760.000000 Penalty: 3317.488770
Iteration 15Q: 3 clusters Score -3233760 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23310 members
Mstep: Class 2 contains 3800 members
Entering Unmasked Estep
Score: -3234111.250000 Penalty: 3317.488770
Iteration 16Q: 3 clusters Score -3234111 nChanged 544
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23838 members
Mstep: Class 2 contains 3272 members
Entering Unmasked Estep
Score: -3234416.250000 Penalty: 3317.488770
Iteration 17Q: 3 clusters Score -3234416 nChanged 482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24316 members
Mstep: Class 2 contains 2794 members
Entering Unmasked Estep
Score: -3234700.000000 Penalty: 3317.488770
Iteration 18Q: 3 clusters Score -3234700 nChanged 423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24733 members
Mstep: Class 2 contains 2377 members
Entering Unmasked Estep
Score: -3234952.500000 Penalty: 3317.488770
Iteration 19Q: 3 clusters Score -3234952 nChanged 380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25101 members
Mstep: Class 2 contains 2009 members
Entering Unmasked Estep
Score: -3235160.000000 Penalty: 3317.488770
Iteration 20F: 3 clusters Score -3235160 nChanged 298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25389 members
Mstep: Class 2 contains 1721 members
Entering Unmasked Estep
Score: -3235322.750000 Penalty: 3317.488770
Iteration 21Q: 3 clusters Score -3235323 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25615 members
Mstep: Class 2 contains 1495 members
Entering Unmasked Estep
Score: -3235456.250000 Penalty: 3317.488770
Iteration 22Q: 3 clusters Score -3235456 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25794 members
Mstep: Class 2 contains 1316 members
Entering Unmasked Estep
Score: -3235585.000000 Penalty: 3317.488770
Iteration 23Q: 3 clusters Score -3235585 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25926 members
Mstep: Class 2 contains 1184 members
Entering Unmasked Estep
Score: -3235670.250000 Penalty: 3317.488770
Iteration 24Q: 3 clusters Score -3235670 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26037 members
Mstep: Class 2 contains 1073 members
Entering Unmasked Estep
Score: -3235754.000000 Penalty: 3317.488770
Iteration 25Q: 3 clusters Score -3235754 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26135 members
Mstep: Class 2 contains 975 members
Entering Unmasked Estep
Score: -3235825.000000 Penalty: 3317.488770
Iteration 26Q: 3 clusters Score -3235825 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26206 members
Mstep: Class 2 contains 904 members
Entering Unmasked Estep
Score: -3235875.500000 Penalty: 3317.488770
Iteration 27Q: 3 clusters Score -3235876 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26258 members
Mstep: Class 2 contains 852 members
Entering Unmasked Estep
Score: -3235911.250000 Penalty: 3317.488770
Iteration 28Q: 3 clusters Score -3235911 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26298 members
Mstep: Class 2 contains 812 members
Entering Unmasked Estep
Score: -3235939.500000 Penalty: 3317.488770
Iteration 29Q: 3 clusters Score -3235940 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26327 members
Mstep: Class 2 contains 783 members
Entering Unmasked Estep
Score: -3235960.750000 Penalty: 3317.488770
Iteration 30Q: 3 clusters Score -3235961 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26354 members
Mstep: Class 2 contains 756 members
Entering Unmasked Estep
Score: -3235975.500000 Penalty: 3317.488770
Iteration 31Q: 3 clusters Score -3235976 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26371 members
Mstep: Class 2 contains 739 members
Entering Unmasked Estep
Score: -3235982.250000 Penalty: 3317.488770
Iteration 32Q: 3 clusters Score -3235982 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26383 members
Mstep: Class 2 contains 727 members
Entering Unmasked Estep
Score: -3235991.500000 Penalty: 3317.488770
Iteration 33Q: 3 clusters Score -3235992 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26398 members
Mstep: Class 2 contains 712 members
Entering Unmasked Estep
Score: -3236001.250000 Penalty: 3317.488770
Iteration 34Q: 3 clusters Score -3236001 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26407 members
Mstep: Class 2 contains 703 members
Entering Unmasked Estep
Score: -3236012.750000 Penalty: 3317.488770
Iteration 35Q: 3 clusters Score -3236013 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26416 members
Mstep: Class 2 contains 694 members
Entering Unmasked Estep
Score: -3236017.500000 Penalty: 3317.488770
Iteration 36Q: 3 clusters Score -3236018 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26425 members
Mstep: Class 2 contains 685 members
Entering Unmasked Estep
Score: -3236021.500000 Penalty: 3317.488770
Iteration 37Q: 3 clusters Score -3236022 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26426 members
Mstep: Class 2 contains 684 members
Entering Unmasked Estep
Score: -3236027.750000 Penalty: 3317.488770
Iteration 38Q: 3 clusters Score -3236028 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26433 members
Mstep: Class 2 contains 677 members
Entering Unmasked Estep
Score: -3236029.000000 Penalty: 3317.488770
Iteration 39Q: 3 clusters Score -3236029 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26437 members
Mstep: Class 2 contains 673 members
Entering Unmasked Estep
Score: -3236032.250000 Penalty: 3317.488770
Iteration 40F: 3 clusters Score -3236032 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26440 members
Mstep: Class 2 contains 670 members
Entering Unmasked Estep
Score: -3236037.250000 Penalty: 3317.488770
Iteration 41Q: 3 clusters Score -3236037 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26447 members
Mstep: Class 2 contains 663 members
Entering Unmasked Estep
Score: -3236035.500000 Penalty: 3317.488770
Iteration 42Q: 3 clusters Score -3236036 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26455 members
Mstep: Class 2 contains 655 members
Entering Unmasked Estep
Score: -3236039.000000 Penalty: 3317.488770
Iteration 43Q: 3 clusters Score -3236039 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26455 members
Mstep: Class 2 contains 655 members
Entering Unmasked Estep
Score: -3236038.750000 Penalty: 3317.488770
Iteration 44Q: 3 clusters Score -3236039 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26454 members
Mstep: Class 2 contains 656 members
Entering Unmasked Estep
Score: -3236039.750000 Penalty: 3317.488770
Iteration 45Q: 3 clusters Score -3236040 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26457 members
Mstep: Class 2 contains 653 members
Entering Unmasked Estep
Score: -3236043.500000 Penalty: 3317.488770
Iteration 46Q: 3 clusters Score -3236044 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26459 members
Mstep: Class 2 contains 651 members
Entering Unmasked Estep
Score: -3236048.000000 Penalty: 3317.488770
Iteration 47Q: 3 clusters Score -3236048 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26461 members
Mstep: Class 2 contains 649 members
Entering Unmasked Estep
Score: -3236048.750000 Penalty: 3317.488770
Iteration 48Q: 3 clusters Score -3236049 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26462 members
Mstep: Class 2 contains 648 members
Entering Unmasked Estep
Score: -3236050.250000 Penalty: 3317.488770
Iteration 49Q: 3 clusters Score -3236050 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26463 members
Mstep: Class 2 contains 647 members
Entering Unmasked Estep
Score: -3236050.250000 Penalty: 3317.488770
Iteration 50Q: 3 clusters Score -3236050 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26463 members
Mstep: Class 2 contains 647 members
Entering Unmasked Estep
Score: -3236050.250000 Penalty: 3317.488770
Iteration 51F: 3 clusters Score -3236050 nChanged 0
Entering ConstructFrom:
Trying to split cluster 11 (2517 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2517 members
Entering Unmasked Estep
Score: -260852.828125 Penalty: 1272.508789
Iteration 0F: 2 clusters Score -260852.8 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1259 members
Mstep: Class 2 contains 1258 members
Entering Unmasked Estep
Score: -258472.390625 Penalty: 2545.017578
Iteration 0F: 3 clusters Score -258472.4 nChanged 938
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1173 members
Mstep: Class 2 contains 1344 members
Entering Unmasked Estep
Score: -259211.421875 Penalty: 2545.017578
Iteration 1F: 3 clusters Score -259211.4 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1120 members
Mstep: Class 2 contains 1397 members
Entering Unmasked Estep
Score: -259457.921875 Penalty: 2545.017578
Iteration 2F: 3 clusters Score -259457.9 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1075 members
Mstep: Class 2 contains 1442 members
Entering Unmasked Estep
Score: -259612.500000 Penalty: 2545.017578
Iteration 3F: 3 clusters Score -259612.5 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1058 members
Mstep: Class 2 contains 1459 members
Entering Unmasked Estep
Score: -259735.703125 Penalty: 2545.017578
Iteration 4F: 3 clusters Score -259735.7 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1059 members
Mstep: Class 2 contains 1458 members
Entering Unmasked Estep
Score: -259849.312500 Penalty: 2545.017578
Iteration 5Q: 3 clusters Score -259849.3 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1060 members
Mstep: Class 2 contains 1457 members
Entering Unmasked Estep
Score: -259920.203125 Penalty: 2545.017578
Iteration 6Q: 3 clusters Score -259920.2 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1067 members
Mstep: Class 2 contains 1450 members
Entering Unmasked Estep
Score: -259960.984375 Penalty: 2545.017578
Iteration 7Q: 3 clusters Score -259961 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1086 members
Mstep: Class 2 contains 1431 members
Entering Unmasked Estep
Score: -259996.500000 Penalty: 2545.017578
Iteration 8Q: 3 clusters Score -259996.5 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 1412 members
Entering Unmasked Estep
Score: -260022.015625 Penalty: 2545.017578
Iteration 9Q: 3 clusters Score -260022 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1125 members
Mstep: Class 2 contains 1392 members
Entering Unmasked Estep
Score: -260046.000000 Penalty: 2545.017578
Iteration 10Q: 3 clusters Score -260046 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1151 members
Mstep: Class 2 contains 1366 members
Entering Unmasked Estep
Score: -260072.796875 Penalty: 2545.017578
Iteration 11Q: 3 clusters Score -260072.8 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1174 members
Mstep: Class 2 contains 1343 members
Entering Unmasked Estep
Score: -260096.312500 Penalty: 2545.017578
Iteration 12Q: 3 clusters Score -260096.3 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1189 members
Mstep: Class 2 contains 1328 members
Entering Unmasked Estep
Score: -260123.500000 Penalty: 2545.017578
Iteration 13Q: 3 clusters Score -260123.5 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1210 members
Mstep: Class 2 contains 1307 members
Entering Unmasked Estep
Score: -260172.171875 Penalty: 2545.017578
Iteration 14Q: 3 clusters Score -260172.2 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1236 members
Mstep: Class 2 contains 1281 members
Entering Unmasked Estep
Score: -260231.796875 Penalty: 2545.017578
Iteration 15Q: 3 clusters Score -260231.8 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1274 members
Mstep: Class 2 contains 1243 members
Entering Unmasked Estep
Score: -260310.703125 Penalty: 2545.017578
Iteration 16Q: 3 clusters Score -260310.7 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1321 members
Mstep: Class 2 contains 1196 members
Entering Unmasked Estep
Score: -260382.312500 Penalty: 2545.017578
Iteration 17Q: 3 clusters Score -260382.3 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1367 members
Mstep: Class 2 contains 1150 members
Entering Unmasked Estep
Score: -260434.281250 Penalty: 2545.017578
Iteration 18Q: 3 clusters Score -260434.3 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1387 members
Mstep: Class 2 contains 1130 members
Entering Unmasked Estep
Score: -260476.046875 Penalty: 2545.017578
Iteration 19Q: 3 clusters Score -260476 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1389 members
Mstep: Class 2 contains 1128 members
Entering Unmasked Estep
Score: -260526.781250 Penalty: 2545.017578
Iteration 20F: 3 clusters Score -260526.8 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1383 members
Mstep: Class 2 contains 1134 members
Entering Unmasked Estep
Score: -260585.140625 Penalty: 2545.017578
Iteration 21Q: 3 clusters Score -260585.1 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1363 members
Mstep: Class 2 contains 1154 members
Entering Unmasked Estep
Score: -260656.437500 Penalty: 2545.017578
Iteration 22Q: 3 clusters Score -260656.4 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1331 members
Mstep: Class 2 contains 1186 members
Entering Unmasked Estep
Score: -260753.703125 Penalty: 2545.017578
Iteration 23Q: 3 clusters Score -260753.7 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1306 members
Mstep: Class 2 contains 1211 members
Entering Unmasked Estep
Score: -260824.375000 Penalty: 2545.017578
Iteration 24Q: 3 clusters Score -260824.4 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1278 members
Mstep: Class 2 contains 1239 members
Entering Unmasked Estep
Score: -260860.968750 Penalty: 2545.017578
Iteration 25Q: 3 clusters Score -260861 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1257 members
Mstep: Class 2 contains 1260 members
Entering Unmasked Estep
Score: -260884.500000 Penalty: 2545.017578
Iteration 26Q: 3 clusters Score -260884.5 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1244 members
Mstep: Class 2 contains 1273 members
Entering Unmasked Estep
Score: -260896.140625 Penalty: 2545.017578
Iteration 27Q: 3 clusters Score -260896.1 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1235 members
Mstep: Class 2 contains 1282 members
Entering Unmasked Estep
Score: -260901.375000 Penalty: 2545.017578
Iteration 28Q: 3 clusters Score -260901.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1230 members
Mstep: Class 2 contains 1287 members
Entering Unmasked Estep
Score: -260904.250000 Penalty: 2545.017578
Iteration 29Q: 3 clusters Score -260904.2 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1227 members
Mstep: Class 2 contains 1290 members
Entering Unmasked Estep
Score: -260906.562500 Penalty: 2545.017578
Iteration 30Q: 3 clusters Score -260906.6 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1223 members
Mstep: Class 2 contains 1294 members
Entering Unmasked Estep
Score: -260907.656250 Penalty: 2545.017578
Iteration 31Q: 3 clusters Score -260907.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1221 members
Mstep: Class 2 contains 1296 members
Entering Unmasked Estep
Score: -260908.140625 Penalty: 2545.017578
Iteration 32Q: 3 clusters Score -260908.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1220 members
Mstep: Class 2 contains 1297 members
Entering Unmasked Estep
Score: -260907.968750 Penalty: 2545.017578
Iteration 33Q: 3 clusters Score -260908 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1220 members
Mstep: Class 2 contains 1297 members
Entering Unmasked Estep
Score: -260907.968750 Penalty: 2545.017578
Iteration 34F: 3 clusters Score -260908 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1596 members
Mstep: Class 2 contains 40132 members
Mstep: Class 3 contains 33391 members
Mstep: Class 4 contains 104013 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26222 members
Mstep: Class 7 contains 6200 members
Mstep: Class 8 contains 13216 members
Mstep: Class 9 contains 21020 members
Mstep: Class 10 contains 27110 members
Mstep: Class 11 contains 1220 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43783 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6032 members
Mstep: Class 17 contains 29366 members
Mstep: Class 18 contains 17231 members
Mstep: Class 19 contains 58491 members
Mstep: Class 20 contains 47094 members
Mstep: Class 21 contains 13470 members
Mstep: Class 22 contains 8005 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34766 members
Mstep: Class 25 contains 30888 members
Mstep: Class 26 contains 1297 members
Entering Unmasked Estep
Score: -67347736.000000 Penalty: 56134.714844
Splitting cluster 11 changes total score from -67319304.000000 to -67347736.000000
So it's getting split into cluster 26.
Entering ConstructFrom:
Trying to split cluster 12 (1734 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1734 members
Entering Unmasked Estep
Score: -199431.687500 Penalty: 1211.955200
Iteration 0F: 2 clusters Score -199431.7 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 857 members
Entering Unmasked Estep
Score: -197527.234375 Penalty: 2423.910400
Iteration 0F: 3 clusters Score -197527.2 nChanged 609
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 840 members
Mstep: Class 2 contains 894 members
Entering Unmasked Estep
Score: -198027.578125 Penalty: 2423.910400
Iteration 1F: 3 clusters Score -198027.6 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 800 members
Mstep: Class 2 contains 934 members
Entering Unmasked Estep
Score: -198210.640625 Penalty: 2423.910400
Iteration 2F: 3 clusters Score -198210.6 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 772 members
Mstep: Class 2 contains 962 members
Entering Unmasked Estep
Score: -198315.640625 Penalty: 2423.910400
Iteration 3F: 3 clusters Score -198315.6 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 736 members
Mstep: Class 2 contains 998 members
Entering Unmasked Estep
Score: -198422.078125 Penalty: 2423.910400
Iteration 4F: 3 clusters Score -198422.1 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 696 members
Mstep: Class 2 contains 1038 members
Entering Unmasked Estep
Score: -198511.640625 Penalty: 2423.910400
Iteration 5Q: 3 clusters Score -198511.6 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 668 members
Mstep: Class 2 contains 1066 members
Entering Unmasked Estep
Score: -198574.031250 Penalty: 2423.910400
Iteration 6Q: 3 clusters Score -198574 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 634 members
Mstep: Class 2 contains 1100 members
Entering Unmasked Estep
Score: -198621.859375 Penalty: 2423.910400
Iteration 7Q: 3 clusters Score -198621.9 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 599 members
Mstep: Class 2 contains 1135 members
Entering Unmasked Estep
Score: -198667.187500 Penalty: 2423.910400
Iteration 8Q: 3 clusters Score -198667.2 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 567 members
Mstep: Class 2 contains 1167 members
Entering Unmasked Estep
Score: -198700.828125 Penalty: 2423.910400
Iteration 9Q: 3 clusters Score -198700.8 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 544 members
Mstep: Class 2 contains 1190 members
Entering Unmasked Estep
Score: -198727.187500 Penalty: 2423.910400
Iteration 10Q: 3 clusters Score -198727.2 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 518 members
Mstep: Class 2 contains 1216 members
Entering Unmasked Estep
Score: -198755.390625 Penalty: 2423.910400
Iteration 11Q: 3 clusters Score -198755.4 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 495 members
Mstep: Class 2 contains 1239 members
Entering Unmasked Estep
Score: -198781.656250 Penalty: 2423.910400
Iteration 12Q: 3 clusters Score -198781.7 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 472 members
Mstep: Class 2 contains 1262 members
Entering Unmasked Estep
Score: -198809.218750 Penalty: 2423.910400
Iteration 13Q: 3 clusters Score -198809.2 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 458 members
Mstep: Class 2 contains 1276 members
Entering Unmasked Estep
Score: -198827.125000 Penalty: 2423.910400
Iteration 14Q: 3 clusters Score -198827.1 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 445 members
Mstep: Class 2 contains 1289 members
Entering Unmasked Estep
Score: -198846.953125 Penalty: 2423.910400
Iteration 15Q: 3 clusters Score -198847 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 423 members
Mstep: Class 2 contains 1311 members
Entering Unmasked Estep
Score: -198879.078125 Penalty: 2423.910400
Iteration 16Q: 3 clusters Score -198879.1 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 403 members
Mstep: Class 2 contains 1331 members
Entering Unmasked Estep
Score: -198904.578125 Penalty: 2423.910400
Iteration 17Q: 3 clusters Score -198904.6 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 392 members
Mstep: Class 2 contains 1342 members
Entering Unmasked Estep
Score: -198922.734375 Penalty: 2423.910400
Iteration 18Q: 3 clusters Score -198922.7 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 384 members
Mstep: Class 2 contains 1350 members
Entering Unmasked Estep
Score: -198943.734375 Penalty: 2423.910400
Iteration 19Q: 3 clusters Score -198943.7 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 372 members
Mstep: Class 2 contains 1362 members
Entering Unmasked Estep
Score: -198967.296875 Penalty: 2423.910400
Iteration 20F: 3 clusters Score -198967.3 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 363 members
Mstep: Class 2 contains 1371 members
Entering Unmasked Estep
Score: -198983.671875 Penalty: 2423.910400
Iteration 21Q: 3 clusters Score -198983.7 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 351 members
Mstep: Class 2 contains 1383 members
Entering Unmasked Estep
Score: -199004.156250 Penalty: 2423.910400
Iteration 22Q: 3 clusters Score -199004.2 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 341 members
Mstep: Class 2 contains 1393 members
Entering Unmasked Estep
Score: -199038.046875 Penalty: 2423.910400
Iteration 23Q: 3 clusters Score -199038 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 327 members
Mstep: Class 2 contains 1407 members
Entering Unmasked Estep
Score: -199078.468750 Penalty: 2423.910400
Iteration 24Q: 3 clusters Score -199078.5 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 314 members
Mstep: Class 2 contains 1420 members
Entering Unmasked Estep
Score: -199112.906250 Penalty: 2423.910400
Iteration 25Q: 3 clusters Score -199112.9 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 299 members
Mstep: Class 2 contains 1435 members
Entering Unmasked Estep
Score: -199150.765625 Penalty: 2423.910400
Iteration 26Q: 3 clusters Score -199150.8 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 288 members
Mstep: Class 2 contains 1446 members
Entering Unmasked Estep
Score: -199175.546875 Penalty: 2423.910400
Iteration 27Q: 3 clusters Score -199175.5 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 282 members
Mstep: Class 2 contains 1452 members
Entering Unmasked Estep
Score: -199185.359375 Penalty: 2423.910400
Iteration 28Q: 3 clusters Score -199185.4 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 276 members
Mstep: Class 2 contains 1458 members
Entering Unmasked Estep
Score: -199198.453125 Penalty: 2423.910400
Iteration 29Q: 3 clusters Score -199198.5 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 270 members
Mstep: Class 2 contains 1464 members
Entering Unmasked Estep
Score: -199212.265625 Penalty: 2423.910400
Iteration 30Q: 3 clusters Score -199212.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 266 members
Mstep: Class 2 contains 1468 members
Entering Unmasked Estep
Score: -199218.453125 Penalty: 2423.910400
Iteration 31Q: 3 clusters Score -199218.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 262 members
Mstep: Class 2 contains 1472 members
Entering Unmasked Estep
Score: -199224.625000 Penalty: 2423.910400
Iteration 32Q: 3 clusters Score -199224.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 259 members
Mstep: Class 2 contains 1475 members
Entering Unmasked Estep
Score: -199230.390625 Penalty: 2423.910400
Iteration 33Q: 3 clusters Score -199230.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 256 members
Mstep: Class 2 contains 1478 members
Entering Unmasked Estep
Score: -199235.828125 Penalty: 2423.910400
Iteration 34Q: 3 clusters Score -199235.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 255 members
Mstep: Class 2 contains 1479 members
Entering Unmasked Estep
Score: -199236.609375 Penalty: 2423.910400
Iteration 35Q: 3 clusters Score -199236.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 254 members
Mstep: Class 2 contains 1480 members
Entering Unmasked Estep
Score: -199237.109375 Penalty: 2423.910400
Iteration 36Q: 3 clusters Score -199237.1 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 254 members
Mstep: Class 2 contains 1480 members
Entering Unmasked Estep
Score: -199237.109375 Penalty: 2423.910400
Iteration 37F: 3 clusters Score -199237.1 nChanged 0
Entering ConstructFrom:
Trying to split cluster 13 (482 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 482 members
Entering Unmasked Estep
Score: -50182.187500 Penalty: 1003.915955
Iteration 0F: 2 clusters Score -50182.19 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 228 members
Mstep: Class 2 contains 254 members
Entering Unmasked Estep
Score: -49150.675781 Penalty: 2007.831909
Iteration 0F: 3 clusters Score -49150.68 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 228 members
Mstep: Class 2 contains 254 members
Entering Unmasked Estep
Score: -49335.339844 Penalty: 2007.831909
Iteration 1F: 3 clusters Score -49335.34 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 217 members
Mstep: Class 2 contains 265 members
Entering Unmasked Estep
Score: -49396.496094 Penalty: 2007.831909
Iteration 2F: 3 clusters Score -49396.5 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 209 members
Mstep: Class 2 contains 273 members
Entering Unmasked Estep
Score: -49423.585938 Penalty: 2007.831909
Iteration 3Q: 3 clusters Score -49423.59 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 201 members
Mstep: Class 2 contains 281 members
Entering Unmasked Estep
Score: -49471.109375 Penalty: 2007.831909
Iteration 4Q: 3 clusters Score -49471.11 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 190 members
Mstep: Class 2 contains 292 members
Entering Unmasked Estep
Score: -49497.238281 Penalty: 2007.831909
Iteration 5Q: 3 clusters Score -49497.24 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 180 members
Mstep: Class 2 contains 302 members
Entering Unmasked Estep
Score: -49511.753906 Penalty: 2007.831909
Iteration 6Q: 3 clusters Score -49511.75 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 177 members
Mstep: Class 2 contains 305 members
Entering Unmasked Estep
Score: -49517.667969 Penalty: 2007.831909
Iteration 7Q: 3 clusters Score -49517.67 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 177 members
Mstep: Class 2 contains 305 members
Entering Unmasked Estep
Score: -49517.667969 Penalty: 2007.831909
Iteration 8F: 3 clusters Score -49517.67 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (43783 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43783 members
Entering Unmasked Estep
Score: -5194594.000000 Penalty: 1736.637695
Iteration 0F: 2 clusters Score -5194594 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21986 members
Mstep: Class 2 contains 21797 members
Entering Unmasked Estep
Score: -5165327.000000 Penalty: 3473.275391
Iteration 0F: 3 clusters Score -5165327 nChanged 20532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22294 members
Mstep: Class 2 contains 21489 members
Entering Unmasked Estep
Score: -5177143.500000 Penalty: 3473.275391
Iteration 1F: 3 clusters Score -5177144 nChanged 2066
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22426 members
Mstep: Class 2 contains 21357 members
Entering Unmasked Estep
Score: -5177975.500000 Penalty: 3473.275391
Iteration 2Q: 3 clusters Score -5177976 nChanged 2127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22563 members
Mstep: Class 2 contains 21220 members
Entering Unmasked Estep
Score: -5178879.000000 Penalty: 3473.275391
Iteration 3Q: 3 clusters Score -5178879 nChanged 2175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22692 members
Mstep: Class 2 contains 21091 members
Entering Unmasked Estep
Score: -5179948.000000 Penalty: 3473.275391
Iteration 4Q: 3 clusters Score -5179948 nChanged 2383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22827 members
Mstep: Class 2 contains 20956 members
Entering Unmasked Estep
Score: -5181194.500000 Penalty: 3473.275391
Iteration 5F: 3 clusters Score -5181194 nChanged 2455
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22976 members
Mstep: Class 2 contains 20807 members
Entering Unmasked Estep
Score: -5182632.000000 Penalty: 3473.275391
Iteration 6F: 3 clusters Score -5182632 nChanged 2437
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23229 members
Mstep: Class 2 contains 20554 members
Entering Unmasked Estep
Score: -5184180.000000 Penalty: 3473.275391
Iteration 7F: 3 clusters Score -5184180 nChanged 2295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23514 members
Mstep: Class 2 contains 20269 members
Entering Unmasked Estep
Score: -5185491.000000 Penalty: 3473.275391
Iteration 8F: 3 clusters Score -5185491 nChanged 1884
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23788 members
Mstep: Class 2 contains 19995 members
Entering Unmasked Estep
Score: -5186350.500000 Penalty: 3473.275391
Iteration 9Q: 3 clusters Score -5186350 nChanged 1380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23988 members
Mstep: Class 2 contains 19795 members
Entering Unmasked Estep
Score: -5186731.000000 Penalty: 3473.275391
Iteration 10Q: 3 clusters Score -5186731 nChanged 909
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24127 members
Mstep: Class 2 contains 19656 members
Entering Unmasked Estep
Score: -5186975.500000 Penalty: 3473.275391
Iteration 11Q: 3 clusters Score -5186976 nChanged 620
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24285 members
Mstep: Class 2 contains 19498 members
Entering Unmasked Estep
Score: -5187082.500000 Penalty: 3473.275391
Iteration 12Q: 3 clusters Score -5187082 nChanged 502
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24445 members
Mstep: Class 2 contains 19338 members
Entering Unmasked Estep
Score: -5187173.500000 Penalty: 3473.275391
Iteration 13Q: 3 clusters Score -5187174 nChanged 418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24617 members
Mstep: Class 2 contains 19166 members
Entering Unmasked Estep
Score: -5187245.000000 Penalty: 3473.275391
Iteration 14Q: 3 clusters Score -5187245 nChanged 403
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24816 members
Mstep: Class 2 contains 18967 members
Entering Unmasked Estep
Score: -5187317.500000 Penalty: 3473.275391
Iteration 15Q: 3 clusters Score -5187318 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25018 members
Mstep: Class 2 contains 18765 members
Entering Unmasked Estep
Score: -5187392.500000 Penalty: 3473.275391
Iteration 16Q: 3 clusters Score -5187392 nChanged 423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25227 members
Mstep: Class 2 contains 18556 members
Entering Unmasked Estep
Score: -5187479.500000 Penalty: 3473.275391
Iteration 17Q: 3 clusters Score -5187480 nChanged 425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25472 members
Mstep: Class 2 contains 18311 members
Entering Unmasked Estep
Score: -5187594.500000 Penalty: 3473.275391
Iteration 18Q: 3 clusters Score -5187594 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25717 members
Mstep: Class 2 contains 18066 members
Entering Unmasked Estep
Score: -5187702.500000 Penalty: 3473.275391
Iteration 19Q: 3 clusters Score -5187702 nChanged 475
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25986 members
Mstep: Class 2 contains 17797 members
Entering Unmasked Estep
Score: -5187802.000000 Penalty: 3473.275391
Iteration 20F: 3 clusters Score -5187802 nChanged 428
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26252 members
Mstep: Class 2 contains 17531 members
Entering Unmasked Estep
Score: -5187875.000000 Penalty: 3473.275391
Iteration 21Q: 3 clusters Score -5187875 nChanged 419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26553 members
Mstep: Class 2 contains 17230 members
Entering Unmasked Estep
Score: -5187967.500000 Penalty: 3473.275391
Iteration 22Q: 3 clusters Score -5187968 nChanged 400
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26871 members
Mstep: Class 2 contains 16912 members
Entering Unmasked Estep
Score: -5188058.500000 Penalty: 3473.275391
Iteration 23Q: 3 clusters Score -5188058 nChanged 360
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27167 members
Mstep: Class 2 contains 16616 members
Entering Unmasked Estep
Score: -5188111.500000 Penalty: 3473.275391
Iteration 24Q: 3 clusters Score -5188112 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27492 members
Mstep: Class 2 contains 16291 members
Entering Unmasked Estep
Score: -5188187.500000 Penalty: 3473.275391
Iteration 25Q: 3 clusters Score -5188188 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27844 members
Mstep: Class 2 contains 15939 members
Entering Unmasked Estep
Score: -5188284.500000 Penalty: 3473.275391
Iteration 26Q: 3 clusters Score -5188284 nChanged 451
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28231 members
Mstep: Class 2 contains 15552 members
Entering Unmasked Estep
Score: -5188412.000000 Penalty: 3473.275391
Iteration 27Q: 3 clusters Score -5188412 nChanged 482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28663 members
Mstep: Class 2 contains 15120 members
Entering Unmasked Estep
Score: -5188546.500000 Penalty: 3473.275391
Iteration 28Q: 3 clusters Score -5188546 nChanged 504
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29107 members
Mstep: Class 2 contains 14676 members
Entering Unmasked Estep
Score: -5188670.500000 Penalty: 3473.275391
Iteration 29Q: 3 clusters Score -5188670 nChanged 570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29597 members
Mstep: Class 2 contains 14186 members
Entering Unmasked Estep
Score: -5188851.500000 Penalty: 3473.275391
Iteration 30Q: 3 clusters Score -5188852 nChanged 584
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30115 members
Mstep: Class 2 contains 13668 members
Entering Unmasked Estep
Score: -5189058.500000 Penalty: 3473.275391
Iteration 31Q: 3 clusters Score -5189058 nChanged 627
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30688 members
Mstep: Class 2 contains 13095 members
Entering Unmasked Estep
Score: -5189270.000000 Penalty: 3473.275391
Iteration 32Q: 3 clusters Score -5189270 nChanged 608
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31258 members
Mstep: Class 2 contains 12525 members
Entering Unmasked Estep
Score: -5189460.000000 Penalty: 3473.275391
Iteration 33Q: 3 clusters Score -5189460 nChanged 613
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31843 members
Mstep: Class 2 contains 11940 members
Entering Unmasked Estep
Score: -5189694.000000 Penalty: 3473.275391
Iteration 34Q: 3 clusters Score -5189694 nChanged 625
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32442 members
Mstep: Class 2 contains 11341 members
Entering Unmasked Estep
Score: -5189929.500000 Penalty: 3473.275391
Iteration 35Q: 3 clusters Score -5189930 nChanged 621
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33035 members
Mstep: Class 2 contains 10748 members
Entering Unmasked Estep
Score: -5190149.000000 Penalty: 3473.275391
Iteration 36Q: 3 clusters Score -5190149 nChanged 579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33596 members
Mstep: Class 2 contains 10187 members
Entering Unmasked Estep
Score: -5190378.000000 Penalty: 3473.275391
Iteration 37Q: 3 clusters Score -5190378 nChanged 559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34141 members
Mstep: Class 2 contains 9642 members
Entering Unmasked Estep
Score: -5190564.000000 Penalty: 3473.275391
Iteration 38Q: 3 clusters Score -5190564 nChanged 512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34643 members
Mstep: Class 2 contains 9140 members
Entering Unmasked Estep
Score: -5190717.500000 Penalty: 3473.275391
Iteration 39Q: 3 clusters Score -5190718 nChanged 493
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35130 members
Mstep: Class 2 contains 8653 members
Entering Unmasked Estep
Score: -5190929.500000 Penalty: 3473.275391
Iteration 40F: 3 clusters Score -5190930 nChanged 515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35641 members
Mstep: Class 2 contains 8142 members
Entering Unmasked Estep
Score: -5191115.500000 Penalty: 3473.275391
Iteration 41Q: 3 clusters Score -5191116 nChanged 541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36174 members
Mstep: Class 2 contains 7609 members
Entering Unmasked Estep
Score: -5191315.500000 Penalty: 3473.275391
Iteration 42Q: 3 clusters Score -5191316 nChanged 495
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36667 members
Mstep: Class 2 contains 7116 members
Entering Unmasked Estep
Score: -5191484.000000 Penalty: 3473.275391
Iteration 43Q: 3 clusters Score -5191484 nChanged 460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37125 members
Mstep: Class 2 contains 6658 members
Entering Unmasked Estep
Score: -5191625.500000 Penalty: 3473.275391
Iteration 44Q: 3 clusters Score -5191626 nChanged 452
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37577 members
Mstep: Class 2 contains 6206 members
Entering Unmasked Estep
Score: -5191772.500000 Penalty: 3473.275391
Iteration 45Q: 3 clusters Score -5191772 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37995 members
Mstep: Class 2 contains 5788 members
Entering Unmasked Estep
Score: -5191912.500000 Penalty: 3473.275391
Iteration 46Q: 3 clusters Score -5191912 nChanged 401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38396 members
Mstep: Class 2 contains 5387 members
Entering Unmasked Estep
Score: -5192045.000000 Penalty: 3473.275391
Iteration 47Q: 3 clusters Score -5192045 nChanged 344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38740 members
Mstep: Class 2 contains 5043 members
Entering Unmasked Estep
Score: -5192163.000000 Penalty: 3473.275391
Iteration 48Q: 3 clusters Score -5192163 nChanged 326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39066 members
Mstep: Class 2 contains 4717 members
Entering Unmasked Estep
Score: -5192284.500000 Penalty: 3473.275391
Iteration 49Q: 3 clusters Score -5192284 nChanged 328
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39394 members
Mstep: Class 2 contains 4389 members
Entering Unmasked Estep
Score: -5192364.500000 Penalty: 3473.275391
Iteration 50Q: 3 clusters Score -5192364 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39664 members
Mstep: Class 2 contains 4119 members
Entering Unmasked Estep
Score: -5192430.500000 Penalty: 3473.275391
Iteration 51Q: 3 clusters Score -5192430 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39916 members
Mstep: Class 2 contains 3867 members
Entering Unmasked Estep
Score: -5192512.000000 Penalty: 3473.275391
Iteration 52Q: 3 clusters Score -5192512 nChanged 264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40180 members
Mstep: Class 2 contains 3603 members
Entering Unmasked Estep
Score: -5192579.000000 Penalty: 3473.275391
Iteration 53Q: 3 clusters Score -5192579 nChanged 225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40405 members
Mstep: Class 2 contains 3378 members
Entering Unmasked Estep
Score: -5192665.000000 Penalty: 3473.275391
Iteration 54Q: 3 clusters Score -5192665 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40604 members
Mstep: Class 2 contains 3179 members
Entering Unmasked Estep
Score: -5192727.500000 Penalty: 3473.275391
Iteration 55Q: 3 clusters Score -5192728 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40784 members
Mstep: Class 2 contains 2999 members
Entering Unmasked Estep
Score: -5192785.000000 Penalty: 3473.275391
Iteration 56Q: 3 clusters Score -5192785 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40945 members
Mstep: Class 2 contains 2838 members
Entering Unmasked Estep
Score: -5192821.000000 Penalty: 3473.275391
Iteration 57Q: 3 clusters Score -5192821 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41105 members
Mstep: Class 2 contains 2678 members
Entering Unmasked Estep
Score: -5192857.000000 Penalty: 3473.275391
Iteration 58Q: 3 clusters Score -5192857 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41277 members
Mstep: Class 2 contains 2506 members
Entering Unmasked Estep
Score: -5192932.500000 Penalty: 3473.275391
Iteration 59Q: 3 clusters Score -5192932 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41453 members
Mstep: Class 2 contains 2330 members
Entering Unmasked Estep
Score: -5192987.000000 Penalty: 3473.275391
Iteration 60F: 3 clusters Score -5192987 nChanged 158
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41607 members
Mstep: Class 2 contains 2176 members
Entering Unmasked Estep
Score: -5193045.500000 Penalty: 3473.275391
Iteration 61Q: 3 clusters Score -5193046 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41730 members
Mstep: Class 2 contains 2053 members
Entering Unmasked Estep
Score: -5193081.000000 Penalty: 3473.275391
Iteration 62Q: 3 clusters Score -5193081 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41827 members
Mstep: Class 2 contains 1956 members
Entering Unmasked Estep
Score: -5193108.500000 Penalty: 3473.275391
Iteration 63Q: 3 clusters Score -5193108 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41914 members
Mstep: Class 2 contains 1869 members
Entering Unmasked Estep
Score: -5193138.000000 Penalty: 3473.275391
Iteration 64Q: 3 clusters Score -5193138 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41978 members
Mstep: Class 2 contains 1805 members
Entering Unmasked Estep
Score: -5193155.500000 Penalty: 3473.275391
Iteration 65Q: 3 clusters Score -5193156 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42042 members
Mstep: Class 2 contains 1741 members
Entering Unmasked Estep
Score: -5193178.000000 Penalty: 3473.275391
Iteration 66Q: 3 clusters Score -5193178 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42106 members
Mstep: Class 2 contains 1677 members
Entering Unmasked Estep
Score: -5193195.500000 Penalty: 3473.275391
Iteration 67Q: 3 clusters Score -5193196 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42161 members
Mstep: Class 2 contains 1622 members
Entering Unmasked Estep
Score: -5193218.500000 Penalty: 3473.275391
Iteration 68Q: 3 clusters Score -5193218 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42208 members
Mstep: Class 2 contains 1575 members
Entering Unmasked Estep
Score: -5193226.000000 Penalty: 3473.275391
Iteration 69Q: 3 clusters Score -5193226 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42244 members
Mstep: Class 2 contains 1539 members
Entering Unmasked Estep
Score: -5193236.000000 Penalty: 3473.275391
Iteration 70Q: 3 clusters Score -5193236 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42284 members
Mstep: Class 2 contains 1499 members
Entering Unmasked Estep
Score: -5193253.000000 Penalty: 3473.275391
Iteration 71Q: 3 clusters Score -5193253 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42310 members
Mstep: Class 2 contains 1473 members
Entering Unmasked Estep
Score: -5193270.000000 Penalty: 3473.275391
Iteration 72Q: 3 clusters Score -5193270 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42341 members
Mstep: Class 2 contains 1442 members
Entering Unmasked Estep
Score: -5193279.000000 Penalty: 3473.275391
Iteration 73Q: 3 clusters Score -5193279 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42355 members
Mstep: Class 2 contains 1428 members
Entering Unmasked Estep
Score: -5193279.000000 Penalty: 3473.275391
Iteration 74Q: 3 clusters Score -5193279 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42364 members
Mstep: Class 2 contains 1419 members
Entering Unmasked Estep
Score: -5193290.500000 Penalty: 3473.275391
Iteration 75Q: 3 clusters Score -5193290 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42376 members
Mstep: Class 2 contains 1407 members
Entering Unmasked Estep
Score: -5193291.000000 Penalty: 3473.275391
Iteration 76Q: 3 clusters Score -5193291 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42390 members
Mstep: Class 2 contains 1393 members
Entering Unmasked Estep
Score: -5193299.000000 Penalty: 3473.275391
Iteration 77Q: 3 clusters Score -5193299 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42404 members
Mstep: Class 2 contains 1379 members
Entering Unmasked Estep
Score: -5193300.000000 Penalty: 3473.275391
Iteration 78Q: 3 clusters Score -5193300 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42413 members
Mstep: Class 2 contains 1370 members
Entering Unmasked Estep
Score: -5193300.000000 Penalty: 3473.275391
Iteration 79Q: 3 clusters Score -5193300 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42421 members
Mstep: Class 2 contains 1362 members
Entering Unmasked Estep
Score: -5193298.000000 Penalty: 3473.275391
Iteration 80F: 3 clusters Score -5193298 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42428 members
Mstep: Class 2 contains 1355 members
Entering Unmasked Estep
Score: -5193299.500000 Penalty: 3473.275391
Iteration 81Q: 3 clusters Score -5193300 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42432 members
Mstep: Class 2 contains 1351 members
Entering Unmasked Estep
Score: -5193298.500000 Penalty: 3473.275391
Iteration 82Q: 3 clusters Score -5193298 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42435 members
Mstep: Class 2 contains 1348 members
Entering Unmasked Estep
Score: -5193301.500000 Penalty: 3473.275391
Iteration 83Q: 3 clusters Score -5193302 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42438 members
Mstep: Class 2 contains 1345 members
Entering Unmasked Estep
Score: -5193305.000000 Penalty: 3473.275391
Iteration 84Q: 3 clusters Score -5193305 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42439 members
Mstep: Class 2 contains 1344 members
Entering Unmasked Estep
Score: -5193307.500000 Penalty: 3473.275391
Iteration 85Q: 3 clusters Score -5193308 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42439 members
Mstep: Class 2 contains 1344 members
Entering Unmasked Estep
Score: -5193307.500000 Penalty: 3473.275391
Iteration 86F: 3 clusters Score -5193308 nChanged 0
Entering ConstructFrom:
Trying to split cluster 15 (2182 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2182 members
Entering Unmasked Estep
Score: -248665.062500 Penalty: 1249.299561
Iteration 0F: 2 clusters Score -248665.1 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1148 members
Mstep: Class 2 contains 1034 members
Entering Unmasked Estep
Score: -246440.421875 Penalty: 2498.599121
Iteration 0F: 3 clusters Score -246440.4 nChanged 786
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1278 members
Mstep: Class 2 contains 904 members
Entering Unmasked Estep
Score: -246959.796875 Penalty: 2498.599121
Iteration 1F: 3 clusters Score -246959.8 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1357 members
Mstep: Class 2 contains 825 members
Entering Unmasked Estep
Score: -247119.812500 Penalty: 2498.599121
Iteration 2F: 3 clusters Score -247119.8 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1404 members
Mstep: Class 2 contains 778 members
Entering Unmasked Estep
Score: -247228.187500 Penalty: 2498.599121
Iteration 3F: 3 clusters Score -247228.2 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1454 members
Mstep: Class 2 contains 728 members
Entering Unmasked Estep
Score: -247334.578125 Penalty: 2498.599121
Iteration 4Q: 3 clusters Score -247334.6 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1491 members
Mstep: Class 2 contains 691 members
Entering Unmasked Estep
Score: -247437.375000 Penalty: 2498.599121
Iteration 5Q: 3 clusters Score -247437.4 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1519 members
Mstep: Class 2 contains 663 members
Entering Unmasked Estep
Score: -247537.906250 Penalty: 2498.599121
Iteration 6Q: 3 clusters Score -247537.9 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1524 members
Mstep: Class 2 contains 658 members
Entering Unmasked Estep
Score: -247620.015625 Penalty: 2498.599121
Iteration 7Q: 3 clusters Score -247620 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1532 members
Mstep: Class 2 contains 650 members
Entering Unmasked Estep
Score: -247692.843750 Penalty: 2498.599121
Iteration 8Q: 3 clusters Score -247692.8 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1530 members
Mstep: Class 2 contains 652 members
Entering Unmasked Estep
Score: -247752.437500 Penalty: 2498.599121
Iteration 9Q: 3 clusters Score -247752.4 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1526 members
Mstep: Class 2 contains 656 members
Entering Unmasked Estep
Score: -247802.000000 Penalty: 2498.599121
Iteration 10Q: 3 clusters Score -247802 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1525 members
Mstep: Class 2 contains 657 members
Entering Unmasked Estep
Score: -247839.890625 Penalty: 2498.599121
Iteration 11Q: 3 clusters Score -247839.9 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1523 members
Mstep: Class 2 contains 659 members
Entering Unmasked Estep
Score: -247873.156250 Penalty: 2498.599121
Iteration 12Q: 3 clusters Score -247873.2 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1527 members
Mstep: Class 2 contains 655 members
Entering Unmasked Estep
Score: -247900.953125 Penalty: 2498.599121
Iteration 13Q: 3 clusters Score -247901 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1529 members
Mstep: Class 2 contains 653 members
Entering Unmasked Estep
Score: -247926.437500 Penalty: 2498.599121
Iteration 14Q: 3 clusters Score -247926.4 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1538 members
Mstep: Class 2 contains 644 members
Entering Unmasked Estep
Score: -247939.468750 Penalty: 2498.599121
Iteration 15Q: 3 clusters Score -247939.5 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1547 members
Mstep: Class 2 contains 635 members
Entering Unmasked Estep
Score: -247952.562500 Penalty: 2498.599121
Iteration 16Q: 3 clusters Score -247952.6 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1553 members
Mstep: Class 2 contains 629 members
Entering Unmasked Estep
Score: -247964.140625 Penalty: 2498.599121
Iteration 17Q: 3 clusters Score -247964.1 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1556 members
Mstep: Class 2 contains 626 members
Entering Unmasked Estep
Score: -247975.984375 Penalty: 2498.599121
Iteration 18Q: 3 clusters Score -247976 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1558 members
Mstep: Class 2 contains 624 members
Entering Unmasked Estep
Score: -247986.640625 Penalty: 2498.599121
Iteration 19Q: 3 clusters Score -247986.6 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1559 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -247991.890625 Penalty: 2498.599121
Iteration 20F: 3 clusters Score -247991.9 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1559 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -247996.421875 Penalty: 2498.599121
Iteration 21Q: 3 clusters Score -247996.4 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1557 members
Mstep: Class 2 contains 625 members
Entering Unmasked Estep
Score: -248000.531250 Penalty: 2498.599121
Iteration 22Q: 3 clusters Score -248000.5 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1560 members
Mstep: Class 2 contains 622 members
Entering Unmasked Estep
Score: -248003.218750 Penalty: 2498.599121
Iteration 23Q: 3 clusters Score -248003.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1559 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -248004.593750 Penalty: 2498.599121
Iteration 24Q: 3 clusters Score -248004.6 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1559 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -248004.593750 Penalty: 2498.599121
Iteration 25F: 3 clusters Score -248004.6 nChanged 0
Entering ConstructFrom:
Trying to split cluster 16 (6032 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6032 members
Entering Unmasked Estep
Score: -686054.062500 Penalty: 1414.535522
Iteration 0F: 2 clusters Score -686054.1 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3034 members
Mstep: Class 2 contains 2998 members
Entering Unmasked Estep
Score: -681412.625000 Penalty: 2829.071045
Iteration 0F: 3 clusters Score -681412.6 nChanged 2535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3011 members
Mstep: Class 2 contains 3021 members
Entering Unmasked Estep
Score: -682829.125000 Penalty: 2829.071045
Iteration 1F: 3 clusters Score -682829.1 nChanged 423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2992 members
Mstep: Class 2 contains 3040 members
Entering Unmasked Estep
Score: -683042.562500 Penalty: 2829.071045
Iteration 2F: 3 clusters Score -683042.6 nChanged 323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2949 members
Mstep: Class 2 contains 3083 members
Entering Unmasked Estep
Score: -683172.875000 Penalty: 2829.071045
Iteration 3F: 3 clusters Score -683172.9 nChanged 224
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2897 members
Mstep: Class 2 contains 3135 members
Entering Unmasked Estep
Score: -683266.750000 Penalty: 2829.071045
Iteration 4Q: 3 clusters Score -683266.8 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2853 members
Mstep: Class 2 contains 3179 members
Entering Unmasked Estep
Score: -683340.812500 Penalty: 2829.071045
Iteration 5Q: 3 clusters Score -683340.8 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2796 members
Mstep: Class 2 contains 3236 members
Entering Unmasked Estep
Score: -683404.187500 Penalty: 2829.071045
Iteration 6Q: 3 clusters Score -683404.2 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2730 members
Mstep: Class 2 contains 3302 members
Entering Unmasked Estep
Score: -683474.937500 Penalty: 2829.071045
Iteration 7Q: 3 clusters Score -683474.9 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2651 members
Mstep: Class 2 contains 3381 members
Entering Unmasked Estep
Score: -683554.500000 Penalty: 2829.071045
Iteration 8Q: 3 clusters Score -683554.5 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2554 members
Mstep: Class 2 contains 3478 members
Entering Unmasked Estep
Score: -683644.625000 Penalty: 2829.071045
Iteration 9Q: 3 clusters Score -683644.6 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2444 members
Mstep: Class 2 contains 3588 members
Entering Unmasked Estep
Score: -683777.875000 Penalty: 2829.071045
Iteration 10Q: 3 clusters Score -683777.9 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2353 members
Mstep: Class 2 contains 3679 members
Entering Unmasked Estep
Score: -683912.437500 Penalty: 2829.071045
Iteration 11Q: 3 clusters Score -683912.4 nChanged 241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2250 members
Mstep: Class 2 contains 3782 members
Entering Unmasked Estep
Score: -684080.500000 Penalty: 2829.071045
Iteration 12Q: 3 clusters Score -684080.5 nChanged 226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2162 members
Mstep: Class 2 contains 3870 members
Entering Unmasked Estep
Score: -684223.625000 Penalty: 2829.071045
Iteration 13Q: 3 clusters Score -684223.6 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2072 members
Mstep: Class 2 contains 3960 members
Entering Unmasked Estep
Score: -684361.750000 Penalty: 2829.071045
Iteration 14Q: 3 clusters Score -684361.8 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1965 members
Mstep: Class 2 contains 4067 members
Entering Unmasked Estep
Score: -684491.312500 Penalty: 2829.071045
Iteration 15Q: 3 clusters Score -684491.3 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1882 members
Mstep: Class 2 contains 4150 members
Entering Unmasked Estep
Score: -684594.687500 Penalty: 2829.071045
Iteration 16Q: 3 clusters Score -684594.7 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1808 members
Mstep: Class 2 contains 4224 members
Entering Unmasked Estep
Score: -684668.812500 Penalty: 2829.071045
Iteration 17Q: 3 clusters Score -684668.8 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1741 members
Mstep: Class 2 contains 4291 members
Entering Unmasked Estep
Score: -684729.750000 Penalty: 2829.071045
Iteration 18Q: 3 clusters Score -684729.8 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1666 members
Mstep: Class 2 contains 4366 members
Entering Unmasked Estep
Score: -684782.437500 Penalty: 2829.071045
Iteration 19Q: 3 clusters Score -684782.4 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1605 members
Mstep: Class 2 contains 4427 members
Entering Unmasked Estep
Score: -684833.562500 Penalty: 2829.071045
Iteration 20F: 3 clusters Score -684833.6 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1552 members
Mstep: Class 2 contains 4480 members
Entering Unmasked Estep
Score: -684870.875000 Penalty: 2829.071045
Iteration 21Q: 3 clusters Score -684870.9 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1502 members
Mstep: Class 2 contains 4530 members
Entering Unmasked Estep
Score: -684907.062500 Penalty: 2829.071045
Iteration 22Q: 3 clusters Score -684907.1 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1458 members
Mstep: Class 2 contains 4574 members
Entering Unmasked Estep
Score: -684937.812500 Penalty: 2829.071045
Iteration 23Q: 3 clusters Score -684937.8 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1413 members
Mstep: Class 2 contains 4619 members
Entering Unmasked Estep
Score: -684964.937500 Penalty: 2829.071045
Iteration 24Q: 3 clusters Score -684964.9 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1365 members
Mstep: Class 2 contains 4667 members
Entering Unmasked Estep
Score: -684989.312500 Penalty: 2829.071045
Iteration 25Q: 3 clusters Score -684989.3 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1328 members
Mstep: Class 2 contains 4704 members
Entering Unmasked Estep
Score: -685005.062500 Penalty: 2829.071045
Iteration 26Q: 3 clusters Score -685005.1 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1303 members
Mstep: Class 2 contains 4729 members
Entering Unmasked Estep
Score: -685017.312500 Penalty: 2829.071045
Iteration 27Q: 3 clusters Score -685017.3 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1278 members
Mstep: Class 2 contains 4754 members
Entering Unmasked Estep
Score: -685027.187500 Penalty: 2829.071045
Iteration 28Q: 3 clusters Score -685027.2 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1258 members
Mstep: Class 2 contains 4774 members
Entering Unmasked Estep
Score: -685036.437500 Penalty: 2829.071045
Iteration 29Q: 3 clusters Score -685036.4 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1237 members
Mstep: Class 2 contains 4795 members
Entering Unmasked Estep
Score: -685047.187500 Penalty: 2829.071045
Iteration 30Q: 3 clusters Score -685047.2 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1220 members
Mstep: Class 2 contains 4812 members
Entering Unmasked Estep
Score: -685050.125000 Penalty: 2829.071045
Iteration 31Q: 3 clusters Score -685050.1 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1206 members
Mstep: Class 2 contains 4826 members
Entering Unmasked Estep
Score: -685057.312500 Penalty: 2829.071045
Iteration 32Q: 3 clusters Score -685057.3 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1193 members
Mstep: Class 2 contains 4839 members
Entering Unmasked Estep
Score: -685063.187500 Penalty: 2829.071045
Iteration 33Q: 3 clusters Score -685063.2 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1177 members
Mstep: Class 2 contains 4855 members
Entering Unmasked Estep
Score: -685067.687500 Penalty: 2829.071045
Iteration 34Q: 3 clusters Score -685067.7 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1162 members
Mstep: Class 2 contains 4870 members
Entering Unmasked Estep
Score: -685081.000000 Penalty: 2829.071045
Iteration 35Q: 3 clusters Score -685081 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1142 members
Mstep: Class 2 contains 4890 members
Entering Unmasked Estep
Score: -685094.125000 Penalty: 2829.071045
Iteration 36Q: 3 clusters Score -685094.1 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1121 members
Mstep: Class 2 contains 4911 members
Entering Unmasked Estep
Score: -685103.125000 Penalty: 2829.071045
Iteration 37Q: 3 clusters Score -685103.1 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1109 members
Mstep: Class 2 contains 4923 members
Entering Unmasked Estep
Score: -685109.812500 Penalty: 2829.071045
Iteration 38Q: 3 clusters Score -685109.8 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1098 members
Mstep: Class 2 contains 4934 members
Entering Unmasked Estep
Score: -685113.125000 Penalty: 2829.071045
Iteration 39Q: 3 clusters Score -685113.1 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1091 members
Mstep: Class 2 contains 4941 members
Entering Unmasked Estep
Score: -685113.812500 Penalty: 2829.071045
Iteration 40F: 3 clusters Score -685113.8 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1086 members
Mstep: Class 2 contains 4946 members
Entering Unmasked Estep
Score: -685115.625000 Penalty: 2829.071045
Iteration 41Q: 3 clusters Score -685115.6 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1082 members
Mstep: Class 2 contains 4950 members
Entering Unmasked Estep
Score: -685116.500000 Penalty: 2829.071045
Iteration 42Q: 3 clusters Score -685116.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1080 members
Mstep: Class 2 contains 4952 members
Entering Unmasked Estep
Score: -685116.875000 Penalty: 2829.071045
Iteration 43Q: 3 clusters Score -685116.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1076 members
Mstep: Class 2 contains 4956 members
Entering Unmasked Estep
Score: -685118.750000 Penalty: 2829.071045
Iteration 44Q: 3 clusters Score -685118.8 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1066 members
Mstep: Class 2 contains 4966 members
Entering Unmasked Estep
Score: -685123.687500 Penalty: 2829.071045
Iteration 45Q: 3 clusters Score -685123.7 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1058 members
Mstep: Class 2 contains 4974 members
Entering Unmasked Estep
Score: -685125.312500 Penalty: 2829.071045
Iteration 46Q: 3 clusters Score -685125.3 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1050 members
Mstep: Class 2 contains 4982 members
Entering Unmasked Estep
Score: -685126.375000 Penalty: 2829.071045
Iteration 47Q: 3 clusters Score -685126.4 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1043 members
Mstep: Class 2 contains 4989 members
Entering Unmasked Estep
Score: -685129.812500 Penalty: 2829.071045
Iteration 48Q: 3 clusters Score -685129.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1037 members
Mstep: Class 2 contains 4995 members
Entering Unmasked Estep
Score: -685131.000000 Penalty: 2829.071045
Iteration 49Q: 3 clusters Score -685131 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1029 members
Mstep: Class 2 contains 5003 members
Entering Unmasked Estep
Score: -685132.875000 Penalty: 2829.071045
Iteration 50Q: 3 clusters Score -685132.9 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1023 members
Mstep: Class 2 contains 5009 members
Entering Unmasked Estep
Score: -685135.250000 Penalty: 2829.071045
Iteration 51Q: 3 clusters Score -685135.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1019 members
Mstep: Class 2 contains 5013 members
Entering Unmasked Estep
Score: -685134.250000 Penalty: 2829.071045
Iteration 52Q: 3 clusters Score -685134.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1017 members
Mstep: Class 2 contains 5015 members
Entering Unmasked Estep
Score: -685134.687500 Penalty: 2829.071045
Iteration 53Q: 3 clusters Score -685134.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1015 members
Mstep: Class 2 contains 5017 members
Entering Unmasked Estep
Score: -685136.125000 Penalty: 2829.071045
Iteration 54Q: 3 clusters Score -685136.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1012 members
Mstep: Class 2 contains 5020 members
Entering Unmasked Estep
Score: -685137.062500 Penalty: 2829.071045
Iteration 55Q: 3 clusters Score -685137.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1008 members
Mstep: Class 2 contains 5024 members
Entering Unmasked Estep
Score: -685136.875000 Penalty: 2829.071045
Iteration 56Q: 3 clusters Score -685136.9 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1003 members
Mstep: Class 2 contains 5029 members
Entering Unmasked Estep
Score: -685138.812500 Penalty: 2829.071045
Iteration 57Q: 3 clusters Score -685138.8 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 998 members
Mstep: Class 2 contains 5034 members
Entering Unmasked Estep
Score: -685140.437500 Penalty: 2829.071045
Iteration 58Q: 3 clusters Score -685140.4 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 994 members
Mstep: Class 2 contains 5038 members
Entering Unmasked Estep
Score: -685140.500000 Penalty: 2829.071045
Iteration 59Q: 3 clusters Score -685140.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 993 members
Mstep: Class 2 contains 5039 members
Entering Unmasked Estep
Score: -685141.312500 Penalty: 2829.071045
Iteration 60F: 3 clusters Score -685141.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (29366 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29366 members
Entering Unmasked Estep
Score: -3478143.750000 Penalty: 1671.733887
Iteration 0F: 2 clusters Score -3478144 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14830 members
Mstep: Class 2 contains 14536 members
Entering Unmasked Estep
Score: -3458260.250000 Penalty: 3343.467773
Iteration 0F: 3 clusters Score -3458260 nChanged 13569
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16057 members
Mstep: Class 2 contains 13309 members
Entering Unmasked Estep
Score: -3465771.250000 Penalty: 3343.467773
Iteration 1F: 3 clusters Score -3465771 nChanged 1446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16829 members
Mstep: Class 2 contains 12537 members
Entering Unmasked Estep
Score: -3466372.500000 Penalty: 3343.467773
Iteration 2Q: 3 clusters Score -3466372 nChanged 1566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17935 members
Mstep: Class 2 contains 11431 members
Entering Unmasked Estep
Score: -3467211.500000 Penalty: 3343.467773
Iteration 3F: 3 clusters Score -3467212 nChanged 1762
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19403 members
Mstep: Class 2 contains 9963 members
Entering Unmasked Estep
Score: -3468337.250000 Penalty: 3343.467773
Iteration 4F: 3 clusters Score -3468337 nChanged 1986
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21175 members
Mstep: Class 2 contains 8191 members
Entering Unmasked Estep
Score: -3469832.000000 Penalty: 3343.467773
Iteration 5F: 3 clusters Score -3469832 nChanged 2105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23124 members
Mstep: Class 2 contains 6242 members
Entering Unmasked Estep
Score: -3471556.000000 Penalty: 3343.467773
Iteration 6F: 3 clusters Score -3471556 nChanged 1988
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25016 members
Mstep: Class 2 contains 4350 members
Entering Unmasked Estep
Score: -3473299.250000 Penalty: 3343.467773
Iteration 7F: 3 clusters Score -3473299 nChanged 1527
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26479 members
Mstep: Class 2 contains 2887 members
Entering Unmasked Estep
Score: -3474611.250000 Penalty: 3343.467773
Iteration 8F: 3 clusters Score -3474611 nChanged 1037
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27488 members
Mstep: Class 2 contains 1878 members
Entering Unmasked Estep
Score: -3475464.000000 Penalty: 3343.467773
Iteration 9Q: 3 clusters Score -3475464 nChanged 654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28116 members
Mstep: Class 2 contains 1250 members
Entering Unmasked Estep
Score: -3476001.750000 Penalty: 3343.467773
Iteration 10Q: 3 clusters Score -3476002 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28486 members
Mstep: Class 2 contains 880 members
Entering Unmasked Estep
Score: -3476306.250000 Penalty: 3343.467773
Iteration 11Q: 3 clusters Score -3476306 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28700 members
Mstep: Class 2 contains 666 members
Entering Unmasked Estep
Score: -3476505.000000 Penalty: 3343.467773
Iteration 12Q: 3 clusters Score -3476505 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28811 members
Mstep: Class 2 contains 555 members
Entering Unmasked Estep
Score: -3476594.500000 Penalty: 3343.467773
Iteration 13Q: 3 clusters Score -3476594 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28880 members
Mstep: Class 2 contains 486 members
Entering Unmasked Estep
Score: -3476647.500000 Penalty: 3343.467773
Iteration 14Q: 3 clusters Score -3476648 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28925 members
Mstep: Class 2 contains 441 members
Entering Unmasked Estep
Score: -3476683.500000 Penalty: 3343.467773
Iteration 15Q: 3 clusters Score -3476684 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28950 members
Mstep: Class 2 contains 416 members
Entering Unmasked Estep
Score: -3476715.000000 Penalty: 3343.467773
Iteration 16Q: 3 clusters Score -3476715 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28968 members
Mstep: Class 2 contains 398 members
Entering Unmasked Estep
Score: -3476727.750000 Penalty: 3343.467773
Iteration 17Q: 3 clusters Score -3476728 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28972 members
Mstep: Class 2 contains 394 members
Entering Unmasked Estep
Score: -3476731.250000 Penalty: 3343.467773
Iteration 18Q: 3 clusters Score -3476731 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28978 members
Mstep: Class 2 contains 388 members
Entering Unmasked Estep
Score: -3476742.000000 Penalty: 3343.467773
Iteration 19Q: 3 clusters Score -3476742 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28980 members
Mstep: Class 2 contains 386 members
Entering Unmasked Estep
Score: -3476741.000000 Penalty: 3343.467773
Iteration 20F: 3 clusters Score -3476741 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28984 members
Mstep: Class 2 contains 382 members
Entering Unmasked Estep
Score: -3476746.500000 Penalty: 3343.467773
Iteration 21Q: 3 clusters Score -3476746 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28987 members
Mstep: Class 2 contains 379 members
Entering Unmasked Estep
Score: -3476748.250000 Penalty: 3343.467773
Iteration 22Q: 3 clusters Score -3476748 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28989 members
Mstep: Class 2 contains 377 members
Entering Unmasked Estep
Score: -3476751.500000 Penalty: 3343.467773
Iteration 23Q: 3 clusters Score -3476752 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28992 members
Mstep: Class 2 contains 374 members
Entering Unmasked Estep
Score: -3476750.000000 Penalty: 3343.467773
Iteration 24Q: 3 clusters Score -3476750 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28995 members
Mstep: Class 2 contains 371 members
Entering Unmasked Estep
Score: -3476754.250000 Penalty: 3343.467773
Iteration 25Q: 3 clusters Score -3476754 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28998 members
Mstep: Class 2 contains 368 members
Entering Unmasked Estep
Score: -3476754.250000 Penalty: 3343.467773
Iteration 26Q: 3 clusters Score -3476754 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28997 members
Mstep: Class 2 contains 369 members
Entering Unmasked Estep
Score: -3476753.000000 Penalty: 3343.467773
Iteration 27Q: 3 clusters Score -3476753 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28997 members
Mstep: Class 2 contains 369 members
Entering Unmasked Estep
Score: -3476753.000000 Penalty: 3343.467773
Iteration 28F: 3 clusters Score -3476753 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (17231 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17231 members
Entering Unmasked Estep
Score: -2056567.750000 Penalty: 1585.100586
Iteration 0F: 2 clusters Score -2056568 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8607 members
Mstep: Class 2 contains 8624 members
Entering Unmasked Estep
Score: -2044831.750000 Penalty: 3170.201172
Iteration 0F: 3 clusters Score -2044832 nChanged 7646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8345 members
Mstep: Class 2 contains 8886 members
Entering Unmasked Estep
Score: -2048984.625000 Penalty: 3170.201172
Iteration 1F: 3 clusters Score -2048985 nChanged 875
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8182 members
Mstep: Class 2 contains 9049 members
Entering Unmasked Estep
Score: -2049286.750000 Penalty: 3170.201172
Iteration 2F: 3 clusters Score -2049287 nChanged 763
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7957 members
Mstep: Class 2 contains 9274 members
Entering Unmasked Estep
Score: -2049537.125000 Penalty: 3170.201172
Iteration 3Q: 3 clusters Score -2049537 nChanged 677
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7694 members
Mstep: Class 2 contains 9537 members
Entering Unmasked Estep
Score: -2049763.875000 Penalty: 3170.201172
Iteration 4Q: 3 clusters Score -2049764 nChanged 606
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7368 members
Mstep: Class 2 contains 9863 members
Entering Unmasked Estep
Score: -2049972.500000 Penalty: 3170.201172
Iteration 5Q: 3 clusters Score -2049972 nChanged 656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6960 members
Mstep: Class 2 contains 10271 members
Entering Unmasked Estep
Score: -2050251.750000 Penalty: 3170.201172
Iteration 6Q: 3 clusters Score -2050252 nChanged 716
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6478 members
Mstep: Class 2 contains 10753 members
Entering Unmasked Estep
Score: -2050619.125000 Penalty: 3170.201172
Iteration 7Q: 3 clusters Score -2050619 nChanged 743
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5965 members
Mstep: Class 2 contains 11266 members
Entering Unmasked Estep
Score: -2051056.000000 Penalty: 3170.201172
Iteration 8Q: 3 clusters Score -2051056 nChanged 802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5369 members
Mstep: Class 2 contains 11862 members
Entering Unmasked Estep
Score: -2051634.125000 Penalty: 3170.201172
Iteration 9Q: 3 clusters Score -2051634 nChanged 837
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4780 members
Mstep: Class 2 contains 12451 members
Entering Unmasked Estep
Score: -2052257.875000 Penalty: 3170.201172
Iteration 10Q: 3 clusters Score -2052258 nChanged 771
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4259 members
Mstep: Class 2 contains 12972 members
Entering Unmasked Estep
Score: -2052851.250000 Penalty: 3170.201172
Iteration 11Q: 3 clusters Score -2052851 nChanged 647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3830 members
Mstep: Class 2 contains 13401 members
Entering Unmasked Estep
Score: -2053312.375000 Penalty: 3170.201172
Iteration 12Q: 3 clusters Score -2053312 nChanged 502
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3494 members
Mstep: Class 2 contains 13737 members
Entering Unmasked Estep
Score: -2053627.875000 Penalty: 3170.201172
Iteration 13Q: 3 clusters Score -2053628 nChanged 368
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3210 members
Mstep: Class 2 contains 14021 members
Entering Unmasked Estep
Score: -2053844.500000 Penalty: 3170.201172
Iteration 14Q: 3 clusters Score -2053844 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2961 members
Mstep: Class 2 contains 14270 members
Entering Unmasked Estep
Score: -2053986.625000 Penalty: 3170.201172
Iteration 15Q: 3 clusters Score -2053987 nChanged 250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2725 members
Mstep: Class 2 contains 14506 members
Entering Unmasked Estep
Score: -2054119.875000 Penalty: 3170.201172
Iteration 16Q: 3 clusters Score -2054120 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2501 members
Mstep: Class 2 contains 14730 members
Entering Unmasked Estep
Score: -2054237.750000 Penalty: 3170.201172
Iteration 17Q: 3 clusters Score -2054238 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2301 members
Mstep: Class 2 contains 14930 members
Entering Unmasked Estep
Score: -2054336.625000 Penalty: 3170.201172
Iteration 18Q: 3 clusters Score -2054337 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2118 members
Mstep: Class 2 contains 15113 members
Entering Unmasked Estep
Score: -2054419.625000 Penalty: 3170.201172
Iteration 19Q: 3 clusters Score -2054420 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1955 members
Mstep: Class 2 contains 15276 members
Entering Unmasked Estep
Score: -2054502.125000 Penalty: 3170.201172
Iteration 20F: 3 clusters Score -2054502 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1807 members
Mstep: Class 2 contains 15424 members
Entering Unmasked Estep
Score: -2054567.125000 Penalty: 3170.201172
Iteration 21Q: 3 clusters Score -2054567 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1674 members
Mstep: Class 2 contains 15557 members
Entering Unmasked Estep
Score: -2054641.500000 Penalty: 3170.201172
Iteration 22Q: 3 clusters Score -2054642 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1553 members
Mstep: Class 2 contains 15678 members
Entering Unmasked Estep
Score: -2054710.375000 Penalty: 3170.201172
Iteration 23Q: 3 clusters Score -2054710 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1432 members
Mstep: Class 2 contains 15799 members
Entering Unmasked Estep
Score: -2054785.375000 Penalty: 3170.201172
Iteration 24Q: 3 clusters Score -2054785 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1317 members
Mstep: Class 2 contains 15914 members
Entering Unmasked Estep
Score: -2054845.250000 Penalty: 3170.201172
Iteration 25Q: 3 clusters Score -2054845 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1240 members
Mstep: Class 2 contains 15991 members
Entering Unmasked Estep
Score: -2054880.375000 Penalty: 3170.201172
Iteration 26Q: 3 clusters Score -2054880 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1165 members
Mstep: Class 2 contains 16066 members
Entering Unmasked Estep
Score: -2054920.500000 Penalty: 3170.201172
Iteration 27Q: 3 clusters Score -2054920 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1098 members
Mstep: Class 2 contains 16133 members
Entering Unmasked Estep
Score: -2054945.750000 Penalty: 3170.201172
Iteration 28Q: 3 clusters Score -2054946 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1042 members
Mstep: Class 2 contains 16189 members
Entering Unmasked Estep
Score: -2054972.875000 Penalty: 3170.201172
Iteration 29Q: 3 clusters Score -2054973 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 982 members
Mstep: Class 2 contains 16249 members
Entering Unmasked Estep
Score: -2055003.875000 Penalty: 3170.201172
Iteration 30Q: 3 clusters Score -2055004 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 930 members
Mstep: Class 2 contains 16301 members
Entering Unmasked Estep
Score: -2055036.375000 Penalty: 3170.201172
Iteration 31Q: 3 clusters Score -2055036 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 880 members
Mstep: Class 2 contains 16351 members
Entering Unmasked Estep
Score: -2055067.875000 Penalty: 3170.201172
Iteration 32Q: 3 clusters Score -2055068 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 850 members
Mstep: Class 2 contains 16381 members
Entering Unmasked Estep
Score: -2055085.625000 Penalty: 3170.201172
Iteration 33Q: 3 clusters Score -2055086 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 818 members
Mstep: Class 2 contains 16413 members
Entering Unmasked Estep
Score: -2055103.500000 Penalty: 3170.201172
Iteration 34Q: 3 clusters Score -2055104 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 794 members
Mstep: Class 2 contains 16437 members
Entering Unmasked Estep
Score: -2055112.125000 Penalty: 3170.201172
Iteration 35Q: 3 clusters Score -2055112 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 777 members
Mstep: Class 2 contains 16454 members
Entering Unmasked Estep
Score: -2055122.125000 Penalty: 3170.201172
Iteration 36Q: 3 clusters Score -2055122 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 754 members
Mstep: Class 2 contains 16477 members
Entering Unmasked Estep
Score: -2055132.875000 Penalty: 3170.201172
Iteration 37Q: 3 clusters Score -2055133 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 733 members
Mstep: Class 2 contains 16498 members
Entering Unmasked Estep
Score: -2055138.875000 Penalty: 3170.201172
Iteration 38Q: 3 clusters Score -2055139 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 715 members
Mstep: Class 2 contains 16516 members
Entering Unmasked Estep
Score: -2055145.000000 Penalty: 3170.201172
Iteration 39Q: 3 clusters Score -2055145 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 698 members
Mstep: Class 2 contains 16533 members
Entering Unmasked Estep
Score: -2055151.625000 Penalty: 3170.201172
Iteration 40F: 3 clusters Score -2055152 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 685 members
Mstep: Class 2 contains 16546 members
Entering Unmasked Estep
Score: -2055161.250000 Penalty: 3170.201172
Iteration 41Q: 3 clusters Score -2055161 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 671 members
Mstep: Class 2 contains 16560 members
Entering Unmasked Estep
Score: -2055168.875000 Penalty: 3170.201172
Iteration 42Q: 3 clusters Score -2055169 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 659 members
Mstep: Class 2 contains 16572 members
Entering Unmasked Estep
Score: -2055172.000000 Penalty: 3170.201172
Iteration 43Q: 3 clusters Score -2055172 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 652 members
Mstep: Class 2 contains 16579 members
Entering Unmasked Estep
Score: -2055180.000000 Penalty: 3170.201172
Iteration 44Q: 3 clusters Score -2055180 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 646 members
Mstep: Class 2 contains 16585 members
Entering Unmasked Estep
Score: -2055180.750000 Penalty: 3170.201172
Iteration 45Q: 3 clusters Score -2055181 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 638 members
Mstep: Class 2 contains 16593 members
Entering Unmasked Estep
Score: -2055184.750000 Penalty: 3170.201172
Iteration 46Q: 3 clusters Score -2055185 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 631 members
Mstep: Class 2 contains 16600 members
Entering Unmasked Estep
Score: -2055186.875000 Penalty: 3170.201172
Iteration 47Q: 3 clusters Score -2055187 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 624 members
Mstep: Class 2 contains 16607 members
Entering Unmasked Estep
Score: -2055191.000000 Penalty: 3170.201172
Iteration 48Q: 3 clusters Score -2055191 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 617 members
Mstep: Class 2 contains 16614 members
Entering Unmasked Estep
Score: -2055195.125000 Penalty: 3170.201172
Iteration 49Q: 3 clusters Score -2055195 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 612 members
Mstep: Class 2 contains 16619 members
Entering Unmasked Estep
Score: -2055193.500000 Penalty: 3170.201172
Iteration 50Q: 3 clusters Score -2055194 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 607 members
Mstep: Class 2 contains 16624 members
Entering Unmasked Estep
Score: -2055197.125000 Penalty: 3170.201172
Iteration 51Q: 3 clusters Score -2055197 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 603 members
Mstep: Class 2 contains 16628 members
Entering Unmasked Estep
Score: -2055199.625000 Penalty: 3170.201172
Iteration 52Q: 3 clusters Score -2055200 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 597 members
Mstep: Class 2 contains 16634 members
Entering Unmasked Estep
Score: -2055200.250000 Penalty: 3170.201172
Iteration 53Q: 3 clusters Score -2055200 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 588 members
Mstep: Class 2 contains 16643 members
Entering Unmasked Estep
Score: -2055206.375000 Penalty: 3170.201172
Iteration 54Q: 3 clusters Score -2055206 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 581 members
Mstep: Class 2 contains 16650 members
Entering Unmasked Estep
Score: -2055207.875000 Penalty: 3170.201172
Iteration 55Q: 3 clusters Score -2055208 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 571 members
Mstep: Class 2 contains 16660 members
Entering Unmasked Estep
Score: -2055211.625000 Penalty: 3170.201172
Iteration 56Q: 3 clusters Score -2055212 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 564 members
Mstep: Class 2 contains 16667 members
Entering Unmasked Estep
Score: -2055209.875000 Penalty: 3170.201172
Iteration 57Q: 3 clusters Score -2055210 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 556 members
Mstep: Class 2 contains 16675 members
Entering Unmasked Estep
Score: -2055213.375000 Penalty: 3170.201172
Iteration 58Q: 3 clusters Score -2055213 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 553 members
Mstep: Class 2 contains 16678 members
Entering Unmasked Estep
Score: -2055211.875000 Penalty: 3170.201172
Iteration 59Q: 3 clusters Score -2055212 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 551 members
Mstep: Class 2 contains 16680 members
Entering Unmasked Estep
Score: -2055214.125000 Penalty: 3170.201172
Iteration 60F: 3 clusters Score -2055214 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 548 members
Mstep: Class 2 contains 16683 members
Entering Unmasked Estep
Score: -2055215.750000 Penalty: 3170.201172
Iteration 61Q: 3 clusters Score -2055216 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 545 members
Mstep: Class 2 contains 16686 members
Entering Unmasked Estep
Score: -2055217.750000 Penalty: 3170.201172
Iteration 62Q: 3 clusters Score -2055218 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 542 members
Mstep: Class 2 contains 16689 members
Entering Unmasked Estep
Score: -2055220.250000 Penalty: 3170.201172
Iteration 63Q: 3 clusters Score -2055220 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 538 members
Mstep: Class 2 contains 16693 members
Entering Unmasked Estep
Score: -2055223.125000 Penalty: 3170.201172
Iteration 64Q: 3 clusters Score -2055223 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 538 members
Mstep: Class 2 contains 16693 members
Entering Unmasked Estep
Score: -2055223.125000 Penalty: 3170.201172
Iteration 65F: 3 clusters Score -2055223 nChanged 0
Entering ConstructFrom:
Trying to split cluster 19 (58491 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58491 members
Entering Unmasked Estep
Score: -6948233.500000 Penalty: 1783.702148
Iteration 0F: 2 clusters Score -6948234 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29017 members
Mstep: Class 2 contains 29474 members
Entering Unmasked Estep
Score: -6909351.500000 Penalty: 3567.404297
Iteration 0F: 3 clusters Score -6909352 nChanged 27496
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26689 members
Mstep: Class 2 contains 31802 members
Entering Unmasked Estep
Score: -6925531.500000 Penalty: 3567.404297
Iteration 1F: 3 clusters Score -6925532 nChanged 2673
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25414 members
Mstep: Class 2 contains 33077 members
Entering Unmasked Estep
Score: -6926684.000000 Penalty: 3567.404297
Iteration 2Q: 3 clusters Score -6926684 nChanged 3074
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23660 members
Mstep: Class 2 contains 34831 members
Entering Unmasked Estep
Score: -6928330.000000 Penalty: 3567.404297
Iteration 3F: 3 clusters Score -6928330 nChanged 3528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21382 members
Mstep: Class 2 contains 37109 members
Entering Unmasked Estep
Score: -6930555.500000 Penalty: 3567.404297
Iteration 4F: 3 clusters Score -6930556 nChanged 3757
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18753 members
Mstep: Class 2 contains 39738 members
Entering Unmasked Estep
Score: -6933355.000000 Penalty: 3567.404297
Iteration 5F: 3 clusters Score -6933355 nChanged 3690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16063 members
Mstep: Class 2 contains 42428 members
Entering Unmasked Estep
Score: -6936276.500000 Penalty: 3567.404297
Iteration 6F: 3 clusters Score -6936276 nChanged 3204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13825 members
Mstep: Class 2 contains 44666 members
Entering Unmasked Estep
Score: -6938762.000000 Penalty: 3567.404297
Iteration 7F: 3 clusters Score -6938762 nChanged 2528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12129 members
Mstep: Class 2 contains 46362 members
Entering Unmasked Estep
Score: -6940527.000000 Penalty: 3567.404297
Iteration 8Q: 3 clusters Score -6940527 nChanged 1968
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10831 members
Mstep: Class 2 contains 47660 members
Entering Unmasked Estep
Score: -6941659.500000 Penalty: 3567.404297
Iteration 9Q: 3 clusters Score -6941660 nChanged 1521
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9744 members
Mstep: Class 2 contains 48747 members
Entering Unmasked Estep
Score: -6942417.000000 Penalty: 3567.404297
Iteration 10Q: 3 clusters Score -6942417 nChanged 1131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8805 members
Mstep: Class 2 contains 49686 members
Entering Unmasked Estep
Score: -6942867.000000 Penalty: 3567.404297
Iteration 11Q: 3 clusters Score -6942867 nChanged 942
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7919 members
Mstep: Class 2 contains 50572 members
Entering Unmasked Estep
Score: -6943259.500000 Penalty: 3567.404297
Iteration 12Q: 3 clusters Score -6943260 nChanged 874
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7077 members
Mstep: Class 2 contains 51414 members
Entering Unmasked Estep
Score: -6943638.000000 Penalty: 3567.404297
Iteration 13Q: 3 clusters Score -6943638 nChanged 866
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6233 members
Mstep: Class 2 contains 52258 members
Entering Unmasked Estep
Score: -6943940.500000 Penalty: 3567.404297
Iteration 14Q: 3 clusters Score -6943940 nChanged 800
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5445 members
Mstep: Class 2 contains 53046 members
Entering Unmasked Estep
Score: -6944299.000000 Penalty: 3567.404297
Iteration 15Q: 3 clusters Score -6944299 nChanged 736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4721 members
Mstep: Class 2 contains 53770 members
Entering Unmasked Estep
Score: -6944632.500000 Penalty: 3567.404297
Iteration 16Q: 3 clusters Score -6944632 nChanged 711
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4022 members
Mstep: Class 2 contains 54469 members
Entering Unmasked Estep
Score: -6945011.000000 Penalty: 3567.404297
Iteration 17Q: 3 clusters Score -6945011 nChanged 646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3382 members
Mstep: Class 2 contains 55109 members
Entering Unmasked Estep
Score: -6945348.000000 Penalty: 3567.404297
Iteration 18Q: 3 clusters Score -6945348 nChanged 598
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2800 members
Mstep: Class 2 contains 55691 members
Entering Unmasked Estep
Score: -6945625.000000 Penalty: 3567.404297
Iteration 19Q: 3 clusters Score -6945625 nChanged 511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2309 members
Mstep: Class 2 contains 56182 members
Entering Unmasked Estep
Score: -6945865.000000 Penalty: 3567.404297
Iteration 20F: 3 clusters Score -6945865 nChanged 393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1922 members
Mstep: Class 2 contains 56569 members
Entering Unmasked Estep
Score: -6946076.000000 Penalty: 3567.404297
Iteration 21Q: 3 clusters Score -6946076 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1630 members
Mstep: Class 2 contains 56861 members
Entering Unmasked Estep
Score: -6946217.000000 Penalty: 3567.404297
Iteration 22Q: 3 clusters Score -6946217 nChanged 244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1400 members
Mstep: Class 2 contains 57091 members
Entering Unmasked Estep
Score: -6946330.000000 Penalty: 3567.404297
Iteration 23Q: 3 clusters Score -6946330 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1227 members
Mstep: Class 2 contains 57264 members
Entering Unmasked Estep
Score: -6946429.500000 Penalty: 3567.404297
Iteration 24Q: 3 clusters Score -6946430 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1086 members
Mstep: Class 2 contains 57405 members
Entering Unmasked Estep
Score: -6946528.000000 Penalty: 3567.404297
Iteration 25Q: 3 clusters Score -6946528 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 999 members
Mstep: Class 2 contains 57492 members
Entering Unmasked Estep
Score: -6946577.500000 Penalty: 3567.404297
Iteration 26Q: 3 clusters Score -6946578 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 939 members
Mstep: Class 2 contains 57552 members
Entering Unmasked Estep
Score: -6946627.000000 Penalty: 3567.404297
Iteration 27Q: 3 clusters Score -6946627 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 880 members
Mstep: Class 2 contains 57611 members
Entering Unmasked Estep
Score: -6946675.500000 Penalty: 3567.404297
Iteration 28Q: 3 clusters Score -6946676 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 839 members
Mstep: Class 2 contains 57652 members
Entering Unmasked Estep
Score: -6946690.500000 Penalty: 3567.404297
Iteration 29Q: 3 clusters Score -6946690 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 812 members
Mstep: Class 2 contains 57679 members
Entering Unmasked Estep
Score: -6946695.500000 Penalty: 3567.404297
Iteration 30Q: 3 clusters Score -6946696 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 796 members
Mstep: Class 2 contains 57695 members
Entering Unmasked Estep
Score: -6946704.000000 Penalty: 3567.404297
Iteration 31Q: 3 clusters Score -6946704 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 787 members
Mstep: Class 2 contains 57704 members
Entering Unmasked Estep
Score: -6946707.000000 Penalty: 3567.404297
Iteration 32Q: 3 clusters Score -6946707 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 780 members
Mstep: Class 2 contains 57711 members
Entering Unmasked Estep
Score: -6946716.500000 Penalty: 3567.404297
Iteration 33Q: 3 clusters Score -6946716 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 768 members
Mstep: Class 2 contains 57723 members
Entering Unmasked Estep
Score: -6946730.000000 Penalty: 3567.404297
Iteration 34Q: 3 clusters Score -6946730 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 757 members
Mstep: Class 2 contains 57734 members
Entering Unmasked Estep
Score: -6946738.000000 Penalty: 3567.404297
Iteration 35Q: 3 clusters Score -6946738 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 748 members
Mstep: Class 2 contains 57743 members
Entering Unmasked Estep
Score: -6946742.500000 Penalty: 3567.404297
Iteration 36Q: 3 clusters Score -6946742 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 737 members
Mstep: Class 2 contains 57754 members
Entering Unmasked Estep
Score: -6946747.000000 Penalty: 3567.404297
Iteration 37Q: 3 clusters Score -6946747 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 729 members
Mstep: Class 2 contains 57762 members
Entering Unmasked Estep
Score: -6946750.500000 Penalty: 3567.404297
Iteration 38Q: 3 clusters Score -6946750 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 723 members
Mstep: Class 2 contains 57768 members
Entering Unmasked Estep
Score: -6946756.500000 Penalty: 3567.404297
Iteration 39Q: 3 clusters Score -6946756 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 716 members
Mstep: Class 2 contains 57775 members
Entering Unmasked Estep
Score: -6946753.000000 Penalty: 3567.404297
Iteration 40F: 3 clusters Score -6946753 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 712 members
Mstep: Class 2 contains 57779 members
Entering Unmasked Estep
Score: -6946762.000000 Penalty: 3567.404297
Iteration 41Q: 3 clusters Score -6946762 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 706 members
Mstep: Class 2 contains 57785 members
Entering Unmasked Estep
Score: -6946765.000000 Penalty: 3567.404297
Iteration 42Q: 3 clusters Score -6946765 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 703 members
Mstep: Class 2 contains 57788 members
Entering Unmasked Estep
Score: -6946762.500000 Penalty: 3567.404297
Iteration 43Q: 3 clusters Score -6946762 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 702 members
Mstep: Class 2 contains 57789 members
Entering Unmasked Estep
Score: -6946764.500000 Penalty: 3567.404297
Iteration 44Q: 3 clusters Score -6946764 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 696 members
Mstep: Class 2 contains 57795 members
Entering Unmasked Estep
Score: -6946765.500000 Penalty: 3567.404297
Iteration 45Q: 3 clusters Score -6946766 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 693 members
Mstep: Class 2 contains 57798 members
Entering Unmasked Estep
Score: -6946774.500000 Penalty: 3567.404297
Iteration 46Q: 3 clusters Score -6946774 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 688 members
Mstep: Class 2 contains 57803 members
Entering Unmasked Estep
Score: -6946776.500000 Penalty: 3567.404297
Iteration 47Q: 3 clusters Score -6946776 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 684 members
Mstep: Class 2 contains 57807 members
Entering Unmasked Estep
Score: -6946777.500000 Penalty: 3567.404297
Iteration 48Q: 3 clusters Score -6946778 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 680 members
Mstep: Class 2 contains 57811 members
Entering Unmasked Estep
Score: -6946774.000000 Penalty: 3567.404297
Iteration 49Q: 3 clusters Score -6946774 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 677 members
Mstep: Class 2 contains 57814 members
Entering Unmasked Estep
Score: -6946782.000000 Penalty: 3567.404297
Iteration 50Q: 3 clusters Score -6946782 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 676 members
Mstep: Class 2 contains 57815 members
Entering Unmasked Estep
Score: -6946781.000000 Penalty: 3567.404297
Iteration 51Q: 3 clusters Score -6946781 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 675 members
Mstep: Class 2 contains 57816 members
Entering Unmasked Estep
Score: -6946782.500000 Penalty: 3567.404297
Iteration 52Q: 3 clusters Score -6946782 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 674 members
Mstep: Class 2 contains 57817 members
Entering Unmasked Estep
Score: -6946780.500000 Penalty: 3567.404297
Iteration 53Q: 3 clusters Score -6946780 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 673 members
Mstep: Class 2 contains 57818 members
Entering Unmasked Estep
Score: -6946783.000000 Penalty: 3567.404297
Iteration 54Q: 3 clusters Score -6946783 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 673 members
Mstep: Class 2 contains 57818 members
Entering Unmasked Estep
Score: -6946783.000000 Penalty: 3567.404297
Iteration 55F: 3 clusters Score -6946783 nChanged 0
Entering ConstructFrom:
Trying to split cluster 20 (47094 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47094 members
Entering Unmasked Estep
Score: -5428370.000000 Penalty: 1748.483887
Iteration 0F: 2 clusters Score -5428370 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23507 members
Mstep: Class 2 contains 23587 members
Entering Unmasked Estep
Score: -5397193.500000 Penalty: 3496.967773
Iteration 0F: 3 clusters Score -5397194 nChanged 21846
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22995 members
Mstep: Class 2 contains 24099 members
Entering Unmasked Estep
Score: -5411127.000000 Penalty: 3496.967773
Iteration 1F: 3 clusters Score -5411127 nChanged 3231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22840 members
Mstep: Class 2 contains 24254 members
Entering Unmasked Estep
Score: -5413877.500000 Penalty: 3496.967773
Iteration 2F: 3 clusters Score -5413878 nChanged 3666
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22686 members
Mstep: Class 2 contains 24408 members
Entering Unmasked Estep
Score: -5416900.500000 Penalty: 3496.967773
Iteration 3F: 3 clusters Score -5416900 nChanged 3663
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22645 members
Mstep: Class 2 contains 24449 members
Entering Unmasked Estep
Score: -5419554.000000 Penalty: 3496.967773
Iteration 4F: 3 clusters Score -5419554 nChanged 3314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22669 members
Mstep: Class 2 contains 24425 members
Entering Unmasked Estep
Score: -5421648.500000 Penalty: 3496.967773
Iteration 5F: 3 clusters Score -5421648 nChanged 2691
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22806 members
Mstep: Class 2 contains 24288 members
Entering Unmasked Estep
Score: -5423171.000000 Penalty: 3496.967773
Iteration 6F: 3 clusters Score -5423171 nChanged 2094
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22862 members
Mstep: Class 2 contains 24232 members
Entering Unmasked Estep
Score: -5424200.500000 Penalty: 3496.967773
Iteration 7Q: 3 clusters Score -5424200 nChanged 1533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22859 members
Mstep: Class 2 contains 24235 members
Entering Unmasked Estep
Score: -5424842.500000 Penalty: 3496.967773
Iteration 8Q: 3 clusters Score -5424842 nChanged 1113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22910 members
Mstep: Class 2 contains 24184 members
Entering Unmasked Estep
Score: -5425227.000000 Penalty: 3496.967773
Iteration 9Q: 3 clusters Score -5425227 nChanged 777
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22977 members
Mstep: Class 2 contains 24117 members
Entering Unmasked Estep
Score: -5425437.500000 Penalty: 3496.967773
Iteration 10Q: 3 clusters Score -5425438 nChanged 580
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23089 members
Mstep: Class 2 contains 24005 members
Entering Unmasked Estep
Score: -5425575.500000 Penalty: 3496.967773
Iteration 11Q: 3 clusters Score -5425576 nChanged 418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23209 members
Mstep: Class 2 contains 23885 members
Entering Unmasked Estep
Score: -5425665.000000 Penalty: 3496.967773
Iteration 12Q: 3 clusters Score -5425665 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23340 members
Mstep: Class 2 contains 23754 members
Entering Unmasked Estep
Score: -5425712.500000 Penalty: 3496.967773
Iteration 13Q: 3 clusters Score -5425712 nChanged 275
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23495 members
Mstep: Class 2 contains 23599 members
Entering Unmasked Estep
Score: -5425723.500000 Penalty: 3496.967773
Iteration 14Q: 3 clusters Score -5425724 nChanged 245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23646 members
Mstep: Class 2 contains 23448 members
Entering Unmasked Estep
Score: -5425758.000000 Penalty: 3496.967773
Iteration 15Q: 3 clusters Score -5425758 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23774 members
Mstep: Class 2 contains 23320 members
Entering Unmasked Estep
Score: -5425798.000000 Penalty: 3496.967773
Iteration 16Q: 3 clusters Score -5425798 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23904 members
Mstep: Class 2 contains 23190 members
Entering Unmasked Estep
Score: -5425809.000000 Penalty: 3496.967773
Iteration 17Q: 3 clusters Score -5425809 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24040 members
Mstep: Class 2 contains 23054 members
Entering Unmasked Estep
Score: -5425838.000000 Penalty: 3496.967773
Iteration 18Q: 3 clusters Score -5425838 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24185 members
Mstep: Class 2 contains 22909 members
Entering Unmasked Estep
Score: -5425835.000000 Penalty: 3496.967773
Iteration 19Q: 3 clusters Score -5425835 nChanged 216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24345 members
Mstep: Class 2 contains 22749 members
Entering Unmasked Estep
Score: -5425860.500000 Penalty: 3496.967773
Iteration 20F: 3 clusters Score -5425860 nChanged 246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24551 members
Mstep: Class 2 contains 22543 members
Entering Unmasked Estep
Score: -5425905.000000 Penalty: 3496.967773
Iteration 21Q: 3 clusters Score -5425905 nChanged 283
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24802 members
Mstep: Class 2 contains 22292 members
Entering Unmasked Estep
Score: -5425971.500000 Penalty: 3496.967773
Iteration 22Q: 3 clusters Score -5425972 nChanged 295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25057 members
Mstep: Class 2 contains 22037 members
Entering Unmasked Estep
Score: -5426012.000000 Penalty: 3496.967773
Iteration 23Q: 3 clusters Score -5426012 nChanged 284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25305 members
Mstep: Class 2 contains 21789 members
Entering Unmasked Estep
Score: -5426048.000000 Penalty: 3496.967773
Iteration 24Q: 3 clusters Score -5426048 nChanged 298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25585 members
Mstep: Class 2 contains 21509 members
Entering Unmasked Estep
Score: -5426095.000000 Penalty: 3496.967773
Iteration 25Q: 3 clusters Score -5426095 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25858 members
Mstep: Class 2 contains 21236 members
Entering Unmasked Estep
Score: -5426141.000000 Penalty: 3496.967773
Iteration 26Q: 3 clusters Score -5426141 nChanged 278
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26132 members
Mstep: Class 2 contains 20962 members
Entering Unmasked Estep
Score: -5426198.500000 Penalty: 3496.967773
Iteration 27Q: 3 clusters Score -5426198 nChanged 301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26423 members
Mstep: Class 2 contains 20671 members
Entering Unmasked Estep
Score: -5426269.500000 Penalty: 3496.967773
Iteration 28Q: 3 clusters Score -5426270 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26741 members
Mstep: Class 2 contains 20353 members
Entering Unmasked Estep
Score: -5426325.500000 Penalty: 3496.967773
Iteration 29Q: 3 clusters Score -5426326 nChanged 347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27086 members
Mstep: Class 2 contains 20008 members
Entering Unmasked Estep
Score: -5426390.000000 Penalty: 3496.967773
Iteration 30Q: 3 clusters Score -5426390 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27440 members
Mstep: Class 2 contains 19654 members
Entering Unmasked Estep
Score: -5426449.500000 Penalty: 3496.967773
Iteration 31Q: 3 clusters Score -5426450 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27789 members
Mstep: Class 2 contains 19305 members
Entering Unmasked Estep
Score: -5426502.000000 Penalty: 3496.967773
Iteration 32Q: 3 clusters Score -5426502 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28174 members
Mstep: Class 2 contains 18920 members
Entering Unmasked Estep
Score: -5426570.000000 Penalty: 3496.967773
Iteration 33Q: 3 clusters Score -5426570 nChanged 406
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28580 members
Mstep: Class 2 contains 18514 members
Entering Unmasked Estep
Score: -5426664.000000 Penalty: 3496.967773
Iteration 34Q: 3 clusters Score -5426664 nChanged 435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29015 members
Mstep: Class 2 contains 18079 members
Entering Unmasked Estep
Score: -5426761.500000 Penalty: 3496.967773
Iteration 35Q: 3 clusters Score -5426762 nChanged 481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29494 members
Mstep: Class 2 contains 17600 members
Entering Unmasked Estep
Score: -5426880.000000 Penalty: 3496.967773
Iteration 36Q: 3 clusters Score -5426880 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30022 members
Mstep: Class 2 contains 17072 members
Entering Unmasked Estep
Score: -5426979.000000 Penalty: 3496.967773
Iteration 37Q: 3 clusters Score -5426979 nChanged 582
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30604 members
Mstep: Class 2 contains 16490 members
Entering Unmasked Estep
Score: -5427185.500000 Penalty: 3496.967773
Iteration 38Q: 3 clusters Score -5427186 nChanged 657
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31261 members
Mstep: Class 2 contains 15833 members
Entering Unmasked Estep
Score: -5427421.000000 Penalty: 3496.967773
Iteration 39Q: 3 clusters Score -5427421 nChanged 704
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31965 members
Mstep: Class 2 contains 15129 members
Entering Unmasked Estep
Score: -5427618.500000 Penalty: 3496.967773
Iteration 40F: 3 clusters Score -5427618 nChanged 730
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32693 members
Mstep: Class 2 contains 14401 members
Entering Unmasked Estep
Score: -5427914.500000 Penalty: 3496.967773
Iteration 41Q: 3 clusters Score -5427914 nChanged 756
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33449 members
Mstep: Class 2 contains 13645 members
Entering Unmasked Estep
Score: -5428207.000000 Penalty: 3496.967773
Iteration 42Q: 3 clusters Score -5428207 nChanged 769
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34216 members
Mstep: Class 2 contains 12878 members
Entering Unmasked Estep
Score: -5428512.500000 Penalty: 3496.967773
Iteration 43Q: 3 clusters Score -5428512 nChanged 799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35015 members
Mstep: Class 2 contains 12079 members
Entering Unmasked Estep
Score: -5428846.000000 Penalty: 3496.967773
Iteration 44Q: 3 clusters Score -5428846 nChanged 770
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35785 members
Mstep: Class 2 contains 11309 members
Entering Unmasked Estep
Score: -5429169.000000 Penalty: 3496.967773
Iteration 45Q: 3 clusters Score -5429169 nChanged 727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36512 members
Mstep: Class 2 contains 10582 members
Entering Unmasked Estep
Score: -5429433.000000 Penalty: 3496.967773
Iteration 46Q: 3 clusters Score -5429433 nChanged 611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37123 members
Mstep: Class 2 contains 9971 members
Entering Unmasked Estep
Score: -5429656.500000 Penalty: 3496.967773
Iteration 47Q: 3 clusters Score -5429656 nChanged 559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37682 members
Mstep: Class 2 contains 9412 members
Entering Unmasked Estep
Score: -5429861.500000 Penalty: 3496.967773
Iteration 48Q: 3 clusters Score -5429862 nChanged 520
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38202 members
Mstep: Class 2 contains 8892 members
Entering Unmasked Estep
Score: -5430019.000000 Penalty: 3496.967773
Iteration 49Q: 3 clusters Score -5430019 nChanged 499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38701 members
Mstep: Class 2 contains 8393 members
Entering Unmasked Estep
Score: -5430162.500000 Penalty: 3496.967773
Iteration 50Q: 3 clusters Score -5430162 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39121 members
Mstep: Class 2 contains 7973 members
Entering Unmasked Estep
Score: -5430281.500000 Penalty: 3496.967773
Iteration 51Q: 3 clusters Score -5430282 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39504 members
Mstep: Class 2 contains 7590 members
Entering Unmasked Estep
Score: -5430403.000000 Penalty: 3496.967773
Iteration 52Q: 3 clusters Score -5430403 nChanged 321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39825 members
Mstep: Class 2 contains 7269 members
Entering Unmasked Estep
Score: -5430494.500000 Penalty: 3496.967773
Iteration 53Q: 3 clusters Score -5430494 nChanged 281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40106 members
Mstep: Class 2 contains 6988 members
Entering Unmasked Estep
Score: -5430555.000000 Penalty: 3496.967773
Iteration 54Q: 3 clusters Score -5430555 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40354 members
Mstep: Class 2 contains 6740 members
Entering Unmasked Estep
Score: -5430610.000000 Penalty: 3496.967773
Iteration 55Q: 3 clusters Score -5430610 nChanged 221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40575 members
Mstep: Class 2 contains 6519 members
Entering Unmasked Estep
Score: -5430669.000000 Penalty: 3496.967773
Iteration 56Q: 3 clusters Score -5430669 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40779 members
Mstep: Class 2 contains 6315 members
Entering Unmasked Estep
Score: -5430714.500000 Penalty: 3496.967773
Iteration 57Q: 3 clusters Score -5430714 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40954 members
Mstep: Class 2 contains 6140 members
Entering Unmasked Estep
Score: -5430729.000000 Penalty: 3496.967773
Iteration 58Q: 3 clusters Score -5430729 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41124 members
Mstep: Class 2 contains 5970 members
Entering Unmasked Estep
Score: -5430772.500000 Penalty: 3496.967773
Iteration 59Q: 3 clusters Score -5430772 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41271 members
Mstep: Class 2 contains 5823 members
Entering Unmasked Estep
Score: -5430798.500000 Penalty: 3496.967773
Iteration 60F: 3 clusters Score -5430798 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41391 members
Mstep: Class 2 contains 5703 members
Entering Unmasked Estep
Score: -5430823.500000 Penalty: 3496.967773
Iteration 61Q: 3 clusters Score -5430824 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41506 members
Mstep: Class 2 contains 5588 members
Entering Unmasked Estep
Score: -5430853.000000 Penalty: 3496.967773
Iteration 62Q: 3 clusters Score -5430853 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41603 members
Mstep: Class 2 contains 5491 members
Entering Unmasked Estep
Score: -5430863.000000 Penalty: 3496.967773
Iteration 63Q: 3 clusters Score -5430863 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41689 members
Mstep: Class 2 contains 5405 members
Entering Unmasked Estep
Score: -5430874.500000 Penalty: 3496.967773
Iteration 64Q: 3 clusters Score -5430874 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41759 members
Mstep: Class 2 contains 5335 members
Entering Unmasked Estep
Score: -5430886.500000 Penalty: 3496.967773
Iteration 65Q: 3 clusters Score -5430886 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41826 members
Mstep: Class 2 contains 5268 members
Entering Unmasked Estep
Score: -5430891.500000 Penalty: 3496.967773
Iteration 66Q: 3 clusters Score -5430892 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41873 members
Mstep: Class 2 contains 5221 members
Entering Unmasked Estep
Score: -5430894.500000 Penalty: 3496.967773
Iteration 67Q: 3 clusters Score -5430894 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41913 members
Mstep: Class 2 contains 5181 members
Entering Unmasked Estep
Score: -5430898.000000 Penalty: 3496.967773
Iteration 68Q: 3 clusters Score -5430898 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41947 members
Mstep: Class 2 contains 5147 members
Entering Unmasked Estep
Score: -5430904.000000 Penalty: 3496.967773
Iteration 69Q: 3 clusters Score -5430904 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41978 members
Mstep: Class 2 contains 5116 members
Entering Unmasked Estep
Score: -5430906.500000 Penalty: 3496.967773
Iteration 70Q: 3 clusters Score -5430906 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42009 members
Mstep: Class 2 contains 5085 members
Entering Unmasked Estep
Score: -5430922.500000 Penalty: 3496.967773
Iteration 71Q: 3 clusters Score -5430922 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42035 members
Mstep: Class 2 contains 5059 members
Entering Unmasked Estep
Score: -5430925.000000 Penalty: 3496.967773
Iteration 72Q: 3 clusters Score -5430925 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42055 members
Mstep: Class 2 contains 5039 members
Entering Unmasked Estep
Score: -5430920.500000 Penalty: 3496.967773
Iteration 73Q: 3 clusters Score -5430920 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42080 members
Mstep: Class 2 contains 5014 members
Entering Unmasked Estep
Score: -5430927.000000 Penalty: 3496.967773
Iteration 74Q: 3 clusters Score -5430927 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42104 members
Mstep: Class 2 contains 4990 members
Entering Unmasked Estep
Score: -5430930.000000 Penalty: 3496.967773
Iteration 75Q: 3 clusters Score -5430930 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42134 members
Mstep: Class 2 contains 4960 members
Entering Unmasked Estep
Score: -5430930.500000 Penalty: 3496.967773
Iteration 76Q: 3 clusters Score -5430930 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42148 members
Mstep: Class 2 contains 4946 members
Entering Unmasked Estep
Score: -5430933.500000 Penalty: 3496.967773
Iteration 77Q: 3 clusters Score -5430934 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42158 members
Mstep: Class 2 contains 4936 members
Entering Unmasked Estep
Score: -5430936.500000 Penalty: 3496.967773
Iteration 78Q: 3 clusters Score -5430936 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42171 members
Mstep: Class 2 contains 4923 members
Entering Unmasked Estep
Score: -5430938.000000 Penalty: 3496.967773
Iteration 79Q: 3 clusters Score -5430938 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42184 members
Mstep: Class 2 contains 4910 members
Entering Unmasked Estep
Score: -5430941.000000 Penalty: 3496.967773
Iteration 80F: 3 clusters Score -5430941 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42190 members
Mstep: Class 2 contains 4904 members
Entering Unmasked Estep
Score: -5430936.000000 Penalty: 3496.967773
Iteration 81Q: 3 clusters Score -5430936 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42194 members
Mstep: Class 2 contains 4900 members
Entering Unmasked Estep
Score: -5430937.000000 Penalty: 3496.967773
Iteration 82Q: 3 clusters Score -5430937 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42196 members
Mstep: Class 2 contains 4898 members
Entering Unmasked Estep
Score: -5430938.500000 Penalty: 3496.967773
Iteration 83Q: 3 clusters Score -5430938 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42197 members
Mstep: Class 2 contains 4897 members
Entering Unmasked Estep
Score: -5430937.000000 Penalty: 3496.967773
Iteration 84Q: 3 clusters Score -5430937 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42198 members
Mstep: Class 2 contains 4896 members
Entering Unmasked Estep
Score: -5430939.000000 Penalty: 3496.967773
Iteration 85Q: 3 clusters Score -5430939 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42198 members
Mstep: Class 2 contains 4896 members
Entering Unmasked Estep
Score: -5430939.000000 Penalty: 3496.967773
Iteration 86F: 3 clusters Score -5430939 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1596 members
Mstep: Class 2 contains 40132 members
Mstep: Class 3 contains 33391 members
Mstep: Class 4 contains 104013 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26222 members
Mstep: Class 7 contains 6200 members
Mstep: Class 8 contains 13216 members
Mstep: Class 9 contains 21020 members
Mstep: Class 10 contains 27110 members
Mstep: Class 11 contains 1220 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43783 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6032 members
Mstep: Class 17 contains 29366 members
Mstep: Class 18 contains 17231 members
Mstep: Class 19 contains 58491 members
Mstep: Class 20 contains 42198 members
Mstep: Class 21 contains 13470 members
Mstep: Class 22 contains 8005 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34766 members
Mstep: Class 25 contains 30888 members
Mstep: Class 26 contains 1297 members
Mstep: Class 27 contains 4896 members
Entering Unmasked Estep
Score: -67349928.000000 Penalty: 58293.742188
Splitting cluster 20 changes total score from -67319304.000000 to -67349928.000000
So it's getting split into cluster 27.
Entering ConstructFrom:
Trying to split cluster 21 (13470 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13470 members
Entering Unmasked Estep
Score: -1479186.375000 Penalty: 1545.085815
Iteration 0F: 2 clusters Score -1479186 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6765 members
Mstep: Class 2 contains 6705 members
Entering Unmasked Estep
Score: -1469667.125000 Penalty: 3090.171631
Iteration 0F: 3 clusters Score -1469667 nChanged 6029
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6868 members
Mstep: Class 2 contains 6602 members
Entering Unmasked Estep
Score: -1472968.750000 Penalty: 3090.171631
Iteration 1F: 3 clusters Score -1472969 nChanged 739
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6973 members
Mstep: Class 2 contains 6497 members
Entering Unmasked Estep
Score: -1473294.125000 Penalty: 3090.171631
Iteration 2F: 3 clusters Score -1473294 nChanged 735
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7082 members
Mstep: Class 2 contains 6388 members
Entering Unmasked Estep
Score: -1473667.750000 Penalty: 3090.171631
Iteration 3F: 3 clusters Score -1473668 nChanged 686
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7224 members
Mstep: Class 2 contains 6246 members
Entering Unmasked Estep
Score: -1474125.625000 Penalty: 3090.171631
Iteration 4F: 3 clusters Score -1474126 nChanged 756
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7396 members
Mstep: Class 2 contains 6074 members
Entering Unmasked Estep
Score: -1474708.500000 Penalty: 3090.171631
Iteration 5F: 3 clusters Score -1474708 nChanged 776
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7530 members
Mstep: Class 2 contains 5940 members
Entering Unmasked Estep
Score: -1475309.625000 Penalty: 3090.171631
Iteration 6F: 3 clusters Score -1475310 nChanged 742
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7648 members
Mstep: Class 2 contains 5822 members
Entering Unmasked Estep
Score: -1475851.750000 Penalty: 3090.171631
Iteration 7F: 3 clusters Score -1475852 nChanged 682
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7744 members
Mstep: Class 2 contains 5726 members
Entering Unmasked Estep
Score: -1476243.000000 Penalty: 3090.171631
Iteration 8F: 3 clusters Score -1476243 nChanged 564
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7816 members
Mstep: Class 2 contains 5654 members
Entering Unmasked Estep
Score: -1476516.125000 Penalty: 3090.171631
Iteration 9Q: 3 clusters Score -1476516 nChanged 450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7860 members
Mstep: Class 2 contains 5610 members
Entering Unmasked Estep
Score: -1476681.250000 Penalty: 3090.171631
Iteration 10Q: 3 clusters Score -1476681 nChanged 334
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7888 members
Mstep: Class 2 contains 5582 members
Entering Unmasked Estep
Score: -1476789.500000 Penalty: 3090.171631
Iteration 11Q: 3 clusters Score -1476790 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7908 members
Mstep: Class 2 contains 5562 members
Entering Unmasked Estep
Score: -1476841.625000 Penalty: 3090.171631
Iteration 12Q: 3 clusters Score -1476842 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7934 members
Mstep: Class 2 contains 5536 members
Entering Unmasked Estep
Score: -1476884.000000 Penalty: 3090.171631
Iteration 13Q: 3 clusters Score -1476884 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7959 members
Mstep: Class 2 contains 5511 members
Entering Unmasked Estep
Score: -1476908.125000 Penalty: 3090.171631
Iteration 14Q: 3 clusters Score -1476908 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7964 members
Mstep: Class 2 contains 5506 members
Entering Unmasked Estep
Score: -1476923.125000 Penalty: 3090.171631
Iteration 15Q: 3 clusters Score -1476923 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7967 members
Mstep: Class 2 contains 5503 members
Entering Unmasked Estep
Score: -1476929.250000 Penalty: 3090.171631
Iteration 16Q: 3 clusters Score -1476929 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7963 members
Mstep: Class 2 contains 5507 members
Entering Unmasked Estep
Score: -1476945.000000 Penalty: 3090.171631
Iteration 17Q: 3 clusters Score -1476945 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7970 members
Mstep: Class 2 contains 5500 members
Entering Unmasked Estep
Score: -1476956.250000 Penalty: 3090.171631
Iteration 18Q: 3 clusters Score -1476956 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7967 members
Mstep: Class 2 contains 5503 members
Entering Unmasked Estep
Score: -1476962.375000 Penalty: 3090.171631
Iteration 19Q: 3 clusters Score -1476962 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7959 members
Mstep: Class 2 contains 5511 members
Entering Unmasked Estep
Score: -1476973.250000 Penalty: 3090.171631
Iteration 20F: 3 clusters Score -1476973 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7952 members
Mstep: Class 2 contains 5518 members
Entering Unmasked Estep
Score: -1476976.875000 Penalty: 3090.171631
Iteration 21Q: 3 clusters Score -1476977 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7939 members
Mstep: Class 2 contains 5531 members
Entering Unmasked Estep
Score: -1476983.125000 Penalty: 3090.171631
Iteration 22Q: 3 clusters Score -1476983 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7933 members
Mstep: Class 2 contains 5537 members
Entering Unmasked Estep
Score: -1476989.625000 Penalty: 3090.171631
Iteration 23Q: 3 clusters Score -1476990 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7915 members
Mstep: Class 2 contains 5555 members
Entering Unmasked Estep
Score: -1476998.875000 Penalty: 3090.171631
Iteration 24Q: 3 clusters Score -1476999 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7896 members
Mstep: Class 2 contains 5574 members
Entering Unmasked Estep
Score: -1477005.875000 Penalty: 3090.171631
Iteration 25Q: 3 clusters Score -1477006 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7883 members
Mstep: Class 2 contains 5587 members
Entering Unmasked Estep
Score: -1477012.000000 Penalty: 3090.171631
Iteration 26Q: 3 clusters Score -1477012 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7864 members
Mstep: Class 2 contains 5606 members
Entering Unmasked Estep
Score: -1477017.000000 Penalty: 3090.171631
Iteration 27Q: 3 clusters Score -1477017 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7846 members
Mstep: Class 2 contains 5624 members
Entering Unmasked Estep
Score: -1477017.625000 Penalty: 3090.171631
Iteration 28Q: 3 clusters Score -1477018 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7826 members
Mstep: Class 2 contains 5644 members
Entering Unmasked Estep
Score: -1477022.375000 Penalty: 3090.171631
Iteration 29Q: 3 clusters Score -1477022 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7807 members
Mstep: Class 2 contains 5663 members
Entering Unmasked Estep
Score: -1477027.375000 Penalty: 3090.171631
Iteration 30Q: 3 clusters Score -1477027 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7783 members
Mstep: Class 2 contains 5687 members
Entering Unmasked Estep
Score: -1477031.500000 Penalty: 3090.171631
Iteration 31Q: 3 clusters Score -1477032 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7767 members
Mstep: Class 2 contains 5703 members
Entering Unmasked Estep
Score: -1477034.875000 Penalty: 3090.171631
Iteration 32Q: 3 clusters Score -1477035 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7751 members
Mstep: Class 2 contains 5719 members
Entering Unmasked Estep
Score: -1477038.125000 Penalty: 3090.171631
Iteration 33Q: 3 clusters Score -1477038 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7733 members
Mstep: Class 2 contains 5737 members
Entering Unmasked Estep
Score: -1477039.750000 Penalty: 3090.171631
Iteration 34Q: 3 clusters Score -1477040 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7720 members
Mstep: Class 2 contains 5750 members
Entering Unmasked Estep
Score: -1477046.375000 Penalty: 3090.171631
Iteration 35Q: 3 clusters Score -1477046 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7689 members
Mstep: Class 2 contains 5781 members
Entering Unmasked Estep
Score: -1477055.000000 Penalty: 3090.171631
Iteration 36Q: 3 clusters Score -1477055 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7664 members
Mstep: Class 2 contains 5806 members
Entering Unmasked Estep
Score: -1477061.125000 Penalty: 3090.171631
Iteration 37Q: 3 clusters Score -1477061 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7648 members
Mstep: Class 2 contains 5822 members
Entering Unmasked Estep
Score: -1477072.875000 Penalty: 3090.171631
Iteration 38Q: 3 clusters Score -1477073 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7632 members
Mstep: Class 2 contains 5838 members
Entering Unmasked Estep
Score: -1477080.125000 Penalty: 3090.171631
Iteration 39Q: 3 clusters Score -1477080 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7618 members
Mstep: Class 2 contains 5852 members
Entering Unmasked Estep
Score: -1477086.500000 Penalty: 3090.171631
Iteration 40F: 3 clusters Score -1477086 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7591 members
Mstep: Class 2 contains 5879 members
Entering Unmasked Estep
Score: -1477097.500000 Penalty: 3090.171631
Iteration 41Q: 3 clusters Score -1477098 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7542 members
Mstep: Class 2 contains 5928 members
Entering Unmasked Estep
Score: -1477107.500000 Penalty: 3090.171631
Iteration 42Q: 3 clusters Score -1477108 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7493 members
Mstep: Class 2 contains 5977 members
Entering Unmasked Estep
Score: -1477117.750000 Penalty: 3090.171631
Iteration 43Q: 3 clusters Score -1477118 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7441 members
Mstep: Class 2 contains 6029 members
Entering Unmasked Estep
Score: -1477134.625000 Penalty: 3090.171631
Iteration 44Q: 3 clusters Score -1477135 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7381 members
Mstep: Class 2 contains 6089 members
Entering Unmasked Estep
Score: -1477153.125000 Penalty: 3090.171631
Iteration 45Q: 3 clusters Score -1477153 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7321 members
Mstep: Class 2 contains 6149 members
Entering Unmasked Estep
Score: -1477163.875000 Penalty: 3090.171631
Iteration 46Q: 3 clusters Score -1477164 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7271 members
Mstep: Class 2 contains 6199 members
Entering Unmasked Estep
Score: -1477177.125000 Penalty: 3090.171631
Iteration 47Q: 3 clusters Score -1477177 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7211 members
Mstep: Class 2 contains 6259 members
Entering Unmasked Estep
Score: -1477199.375000 Penalty: 3090.171631
Iteration 48Q: 3 clusters Score -1477199 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7139 members
Mstep: Class 2 contains 6331 members
Entering Unmasked Estep
Score: -1477216.250000 Penalty: 3090.171631
Iteration 49Q: 3 clusters Score -1477216 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7065 members
Mstep: Class 2 contains 6405 members
Entering Unmasked Estep
Score: -1477235.625000 Penalty: 3090.171631
Iteration 50Q: 3 clusters Score -1477236 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6975 members
Mstep: Class 2 contains 6495 members
Entering Unmasked Estep
Score: -1477259.000000 Penalty: 3090.171631
Iteration 51Q: 3 clusters Score -1477259 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6865 members
Mstep: Class 2 contains 6605 members
Entering Unmasked Estep
Score: -1477287.375000 Penalty: 3090.171631
Iteration 52Q: 3 clusters Score -1477287 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6757 members
Mstep: Class 2 contains 6713 members
Entering Unmasked Estep
Score: -1477315.750000 Penalty: 3090.171631
Iteration 53Q: 3 clusters Score -1477316 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6655 members
Mstep: Class 2 contains 6815 members
Entering Unmasked Estep
Score: -1477336.125000 Penalty: 3090.171631
Iteration 54Q: 3 clusters Score -1477336 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6554 members
Mstep: Class 2 contains 6916 members
Entering Unmasked Estep
Score: -1477362.000000 Penalty: 3090.171631
Iteration 55Q: 3 clusters Score -1477362 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6448 members
Mstep: Class 2 contains 7022 members
Entering Unmasked Estep
Score: -1477390.125000 Penalty: 3090.171631
Iteration 56Q: 3 clusters Score -1477390 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6349 members
Mstep: Class 2 contains 7121 members
Entering Unmasked Estep
Score: -1477413.125000 Penalty: 3090.171631
Iteration 57Q: 3 clusters Score -1477413 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6241 members
Mstep: Class 2 contains 7229 members
Entering Unmasked Estep
Score: -1477447.625000 Penalty: 3090.171631
Iteration 58Q: 3 clusters Score -1477448 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6108 members
Mstep: Class 2 contains 7362 members
Entering Unmasked Estep
Score: -1477485.250000 Penalty: 3090.171631
Iteration 59Q: 3 clusters Score -1477485 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5976 members
Mstep: Class 2 contains 7494 members
Entering Unmasked Estep
Score: -1477530.625000 Penalty: 3090.171631
Iteration 60F: 3 clusters Score -1477531 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5828 members
Mstep: Class 2 contains 7642 members
Entering Unmasked Estep
Score: -1477579.250000 Penalty: 3090.171631
Iteration 61Q: 3 clusters Score -1477579 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5673 members
Mstep: Class 2 contains 7797 members
Entering Unmasked Estep
Score: -1477634.500000 Penalty: 3090.171631
Iteration 62Q: 3 clusters Score -1477634 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5515 members
Mstep: Class 2 contains 7955 members
Entering Unmasked Estep
Score: -1477699.500000 Penalty: 3090.171631
Iteration 63Q: 3 clusters Score -1477700 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5369 members
Mstep: Class 2 contains 8101 members
Entering Unmasked Estep
Score: -1477745.500000 Penalty: 3090.171631
Iteration 64Q: 3 clusters Score -1477746 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5229 members
Mstep: Class 2 contains 8241 members
Entering Unmasked Estep
Score: -1477783.250000 Penalty: 3090.171631
Iteration 65Q: 3 clusters Score -1477783 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5114 members
Mstep: Class 2 contains 8356 members
Entering Unmasked Estep
Score: -1477821.875000 Penalty: 3090.171631
Iteration 66Q: 3 clusters Score -1477822 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4994 members
Mstep: Class 2 contains 8476 members
Entering Unmasked Estep
Score: -1477855.000000 Penalty: 3090.171631
Iteration 67Q: 3 clusters Score -1477855 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4887 members
Mstep: Class 2 contains 8583 members
Entering Unmasked Estep
Score: -1477888.250000 Penalty: 3090.171631
Iteration 68Q: 3 clusters Score -1477888 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4782 members
Mstep: Class 2 contains 8688 members
Entering Unmasked Estep
Score: -1477920.000000 Penalty: 3090.171631
Iteration 69Q: 3 clusters Score -1477920 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4663 members
Mstep: Class 2 contains 8807 members
Entering Unmasked Estep
Score: -1477982.125000 Penalty: 3090.171631
Iteration 70Q: 3 clusters Score -1477982 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4524 members
Mstep: Class 2 contains 8946 members
Entering Unmasked Estep
Score: -1478071.250000 Penalty: 3090.171631
Iteration 71Q: 3 clusters Score -1478071 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4390 members
Mstep: Class 2 contains 9080 members
Entering Unmasked Estep
Score: -1478167.125000 Penalty: 3090.171631
Iteration 72Q: 3 clusters Score -1478167 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4258 members
Mstep: Class 2 contains 9212 members
Entering Unmasked Estep
Score: -1478213.875000 Penalty: 3090.171631
Iteration 73Q: 3 clusters Score -1478214 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4127 members
Mstep: Class 2 contains 9343 members
Entering Unmasked Estep
Score: -1478258.000000 Penalty: 3090.171631
Iteration 74Q: 3 clusters Score -1478258 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4014 members
Mstep: Class 2 contains 9456 members
Entering Unmasked Estep
Score: -1478281.875000 Penalty: 3090.171631
Iteration 75Q: 3 clusters Score -1478282 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3931 members
Mstep: Class 2 contains 9539 members
Entering Unmasked Estep
Score: -1478302.500000 Penalty: 3090.171631
Iteration 76Q: 3 clusters Score -1478302 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3844 members
Mstep: Class 2 contains 9626 members
Entering Unmasked Estep
Score: -1478322.500000 Penalty: 3090.171631
Iteration 77Q: 3 clusters Score -1478322 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3768 members
Mstep: Class 2 contains 9702 members
Entering Unmasked Estep
Score: -1478337.875000 Penalty: 3090.171631
Iteration 78Q: 3 clusters Score -1478338 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3707 members
Mstep: Class 2 contains 9763 members
Entering Unmasked Estep
Score: -1478347.625000 Penalty: 3090.171631
Iteration 79Q: 3 clusters Score -1478348 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3659 members
Mstep: Class 2 contains 9811 members
Entering Unmasked Estep
Score: -1478349.500000 Penalty: 3090.171631
Iteration 80F: 3 clusters Score -1478350 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3603 members
Mstep: Class 2 contains 9867 members
Entering Unmasked Estep
Score: -1478362.625000 Penalty: 3090.171631
Iteration 81Q: 3 clusters Score -1478363 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3542 members
Mstep: Class 2 contains 9928 members
Entering Unmasked Estep
Score: -1478372.125000 Penalty: 3090.171631
Iteration 82Q: 3 clusters Score -1478372 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3495 members
Mstep: Class 2 contains 9975 members
Entering Unmasked Estep
Score: -1478389.000000 Penalty: 3090.171631
Iteration 83Q: 3 clusters Score -1478389 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3439 members
Mstep: Class 2 contains 10031 members
Entering Unmasked Estep
Score: -1478394.000000 Penalty: 3090.171631
Iteration 84Q: 3 clusters Score -1478394 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3382 members
Mstep: Class 2 contains 10088 members
Entering Unmasked Estep
Score: -1478405.125000 Penalty: 3090.171631
Iteration 85Q: 3 clusters Score -1478405 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3334 members
Mstep: Class 2 contains 10136 members
Entering Unmasked Estep
Score: -1478420.000000 Penalty: 3090.171631
Iteration 86Q: 3 clusters Score -1478420 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3285 members
Mstep: Class 2 contains 10185 members
Entering Unmasked Estep
Score: -1478428.250000 Penalty: 3090.171631
Iteration 87Q: 3 clusters Score -1478428 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3226 members
Mstep: Class 2 contains 10244 members
Entering Unmasked Estep
Score: -1478447.125000 Penalty: 3090.171631
Iteration 88Q: 3 clusters Score -1478447 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3171 members
Mstep: Class 2 contains 10299 members
Entering Unmasked Estep
Score: -1478458.625000 Penalty: 3090.171631
Iteration 89Q: 3 clusters Score -1478459 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3122 members
Mstep: Class 2 contains 10348 members
Entering Unmasked Estep
Score: -1478461.500000 Penalty: 3090.171631
Iteration 90Q: 3 clusters Score -1478462 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3079 members
Mstep: Class 2 contains 10391 members
Entering Unmasked Estep
Score: -1478476.125000 Penalty: 3090.171631
Iteration 91Q: 3 clusters Score -1478476 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3035 members
Mstep: Class 2 contains 10435 members
Entering Unmasked Estep
Score: -1478481.875000 Penalty: 3090.171631
Iteration 92Q: 3 clusters Score -1478482 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2978 members
Mstep: Class 2 contains 10492 members
Entering Unmasked Estep
Score: -1478493.750000 Penalty: 3090.171631
Iteration 93Q: 3 clusters Score -1478494 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2928 members
Mstep: Class 2 contains 10542 members
Entering Unmasked Estep
Score: -1478502.375000 Penalty: 3090.171631
Iteration 94Q: 3 clusters Score -1478502 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2879 members
Mstep: Class 2 contains 10591 members
Entering Unmasked Estep
Score: -1478513.250000 Penalty: 3090.171631
Iteration 95Q: 3 clusters Score -1478513 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2831 members
Mstep: Class 2 contains 10639 members
Entering Unmasked Estep
Score: -1478516.750000 Penalty: 3090.171631
Iteration 96Q: 3 clusters Score -1478517 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2780 members
Mstep: Class 2 contains 10690 members
Entering Unmasked Estep
Score: -1478530.375000 Penalty: 3090.171631
Iteration 97Q: 3 clusters Score -1478530 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2732 members
Mstep: Class 2 contains 10738 members
Entering Unmasked Estep
Score: -1478542.250000 Penalty: 3090.171631
Iteration 98Q: 3 clusters Score -1478542 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2672 members
Mstep: Class 2 contains 10798 members
Entering Unmasked Estep
Score: -1478556.625000 Penalty: 3090.171631
Iteration 99Q: 3 clusters Score -1478557 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2625 members
Mstep: Class 2 contains 10845 members
Entering Unmasked Estep
Score: -1478572.625000 Penalty: 3090.171631
Iteration 100F: 3 clusters Score -1478573 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2581 members
Mstep: Class 2 contains 10889 members
Entering Unmasked Estep
Score: -1478579.125000 Penalty: 3090.171631
Iteration 101Q: 3 clusters Score -1478579 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2539 members
Mstep: Class 2 contains 10931 members
Entering Unmasked Estep
Score: -1478587.750000 Penalty: 3090.171631
Iteration 102Q: 3 clusters Score -1478588 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2500 members
Mstep: Class 2 contains 10970 members
Entering Unmasked Estep
Score: -1478597.875000 Penalty: 3090.171631
Iteration 103Q: 3 clusters Score -1478598 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2468 members
Mstep: Class 2 contains 11002 members
Entering Unmasked Estep
Score: -1478609.500000 Penalty: 3090.171631
Iteration 104Q: 3 clusters Score -1478610 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2445 members
Mstep: Class 2 contains 11025 members
Entering Unmasked Estep
Score: -1478609.375000 Penalty: 3090.171631
Iteration 105Q: 3 clusters Score -1478609 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2426 members
Mstep: Class 2 contains 11044 members
Entering Unmasked Estep
Score: -1478612.000000 Penalty: 3090.171631
Iteration 106Q: 3 clusters Score -1478612 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2400 members
Mstep: Class 2 contains 11070 members
Entering Unmasked Estep
Score: -1478616.250000 Penalty: 3090.171631
Iteration 107Q: 3 clusters Score -1478616 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2378 members
Mstep: Class 2 contains 11092 members
Entering Unmasked Estep
Score: -1478620.750000 Penalty: 3090.171631
Iteration 108Q: 3 clusters Score -1478621 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2359 members
Mstep: Class 2 contains 11111 members
Entering Unmasked Estep
Score: -1478628.250000 Penalty: 3090.171631
Iteration 109Q: 3 clusters Score -1478628 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2349 members
Mstep: Class 2 contains 11121 members
Entering Unmasked Estep
Score: -1478627.000000 Penalty: 3090.171631
Iteration 110Q: 3 clusters Score -1478627 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2345 members
Mstep: Class 2 contains 11125 members
Entering Unmasked Estep
Score: -1478629.250000 Penalty: 3090.171631
Iteration 111Q: 3 clusters Score -1478629 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2340 members
Mstep: Class 2 contains 11130 members
Entering Unmasked Estep
Score: -1478626.000000 Penalty: 3090.171631
Iteration 112Q: 3 clusters Score -1478626 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2340 members
Mstep: Class 2 contains 11130 members
Entering Unmasked Estep
Score: -1478626.000000 Penalty: 3090.171631
Iteration 113F: 3 clusters Score -1478626 nChanged 0
Entering ConstructFrom:
Trying to split cluster 22 (8005 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8005 members
Entering Unmasked Estep
Score: -967920.750000 Penalty: 1460.520996
Iteration 0F: 2 clusters Score -967920.8 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 3919 members
Entering Unmasked Estep
Score: -962089.312500 Penalty: 2921.041992
Iteration 0F: 3 clusters Score -962089.3 nChanged 3408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4248 members
Mstep: Class 2 contains 3757 members
Entering Unmasked Estep
Score: -963872.812500 Penalty: 2921.041992
Iteration 1F: 3 clusters Score -963872.8 nChanged 473
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4325 members
Mstep: Class 2 contains 3680 members
Entering Unmasked Estep
Score: -964049.500000 Penalty: 2921.041992
Iteration 2F: 3 clusters Score -964049.5 nChanged 340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4411 members
Mstep: Class 2 contains 3594 members
Entering Unmasked Estep
Score: -964178.687500 Penalty: 2921.041992
Iteration 3Q: 3 clusters Score -964178.7 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4522 members
Mstep: Class 2 contains 3483 members
Entering Unmasked Estep
Score: -964289.750000 Penalty: 2921.041992
Iteration 4Q: 3 clusters Score -964289.8 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4662 members
Mstep: Class 2 contains 3343 members
Entering Unmasked Estep
Score: -964383.875000 Penalty: 2921.041992
Iteration 5Q: 3 clusters Score -964383.9 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4836 members
Mstep: Class 2 contains 3169 members
Entering Unmasked Estep
Score: -964478.500000 Penalty: 2921.041992
Iteration 6Q: 3 clusters Score -964478.5 nChanged 256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5062 members
Mstep: Class 2 contains 2943 members
Entering Unmasked Estep
Score: -964591.812500 Penalty: 2921.041992
Iteration 7Q: 3 clusters Score -964591.8 nChanged 281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5327 members
Mstep: Class 2 contains 2678 members
Entering Unmasked Estep
Score: -964729.000000 Penalty: 2921.041992
Iteration 8Q: 3 clusters Score -964729 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5640 members
Mstep: Class 2 contains 2365 members
Entering Unmasked Estep
Score: -964904.812500 Penalty: 2921.041992
Iteration 9Q: 3 clusters Score -964904.8 nChanged 370
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6004 members
Mstep: Class 2 contains 2001 members
Entering Unmasked Estep
Score: -965145.187500 Penalty: 2921.041992
Iteration 10Q: 3 clusters Score -965145.2 nChanged 400
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6402 members
Mstep: Class 2 contains 1603 members
Entering Unmasked Estep
Score: -965429.062500 Penalty: 2921.041992
Iteration 11Q: 3 clusters Score -965429.1 nChanged 380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6776 members
Mstep: Class 2 contains 1229 members
Entering Unmasked Estep
Score: -965734.312500 Penalty: 2921.041992
Iteration 12Q: 3 clusters Score -965734.3 nChanged 353
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7123 members
Mstep: Class 2 contains 882 members
Entering Unmasked Estep
Score: -966030.562500 Penalty: 2921.041992
Iteration 13Q: 3 clusters Score -966030.6 nChanged 267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7390 members
Mstep: Class 2 contains 615 members
Entering Unmasked Estep
Score: -966256.500000 Penalty: 2921.041992
Iteration 14Q: 3 clusters Score -966256.5 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7536 members
Mstep: Class 2 contains 469 members
Entering Unmasked Estep
Score: -966377.187500 Penalty: 2921.041992
Iteration 15Q: 3 clusters Score -966377.2 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7634 members
Mstep: Class 2 contains 371 members
Entering Unmasked Estep
Score: -966461.062500 Penalty: 2921.041992
Iteration 16Q: 3 clusters Score -966461.1 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7699 members
Mstep: Class 2 contains 306 members
Entering Unmasked Estep
Score: -966520.312500 Penalty: 2921.041992
Iteration 17Q: 3 clusters Score -966520.3 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7741 members
Mstep: Class 2 contains 264 members
Entering Unmasked Estep
Score: -966572.500000 Penalty: 2921.041992
Iteration 18Q: 3 clusters Score -966572.5 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7759 members
Mstep: Class 2 contains 246 members
Entering Unmasked Estep
Score: -966592.312500 Penalty: 2921.041992
Iteration 19Q: 3 clusters Score -966592.3 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7772 members
Mstep: Class 2 contains 233 members
Entering Unmasked Estep
Score: -966605.500000 Penalty: 2921.041992
Iteration 20F: 3 clusters Score -966605.5 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7784 members
Mstep: Class 2 contains 221 members
Entering Unmasked Estep
Score: -966616.750000 Penalty: 2921.041992
Iteration 21Q: 3 clusters Score -966616.8 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7789 members
Mstep: Class 2 contains 216 members
Entering Unmasked Estep
Score: -966622.875000 Penalty: 2921.041992
Iteration 22Q: 3 clusters Score -966622.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7791 members
Mstep: Class 2 contains 214 members
Entering Unmasked Estep
Score: -966624.125000 Penalty: 2921.041992
Iteration 23Q: 3 clusters Score -966624.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7795 members
Mstep: Class 2 contains 210 members
Entering Unmasked Estep
Score: -966628.437500 Penalty: 2921.041992
Iteration 24Q: 3 clusters Score -966628.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7798 members
Mstep: Class 2 contains 207 members
Entering Unmasked Estep
Score: -966629.250000 Penalty: 2921.041992
Iteration 25Q: 3 clusters Score -966629.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7799 members
Mstep: Class 2 contains 206 members
Entering Unmasked Estep
Score: -966632.250000 Penalty: 2921.041992
Iteration 26Q: 3 clusters Score -966632.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7803 members
Mstep: Class 2 contains 202 members
Entering Unmasked Estep
Score: -966635.875000 Penalty: 2921.041992
Iteration 27Q: 3 clusters Score -966635.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7806 members
Mstep: Class 2 contains 199 members
Entering Unmasked Estep
Score: -966637.375000 Penalty: 2921.041992
Iteration 28Q: 3 clusters Score -966637.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7807 members
Mstep: Class 2 contains 198 members
Entering Unmasked Estep
Score: -966636.562500 Penalty: 2921.041992
Iteration 29Q: 3 clusters Score -966636.6 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7807 members
Mstep: Class 2 contains 198 members
Entering Unmasked Estep
Score: -966636.562500 Penalty: 2921.041992
Iteration 30F: 3 clusters Score -966636.6 nChanged 0
Entering ConstructFrom:
Trying to split cluster 23 (19808 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19808 members
Entering Unmasked Estep
Score: -2348786.250000 Penalty: 1607.749146
Iteration 0F: 2 clusters Score -2348786 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9831 members
Mstep: Class 2 contains 9977 members
Entering Unmasked Estep
Score: -2335242.250000 Penalty: 3215.498291
Iteration 0F: 3 clusters Score -2335242 nChanged 9011
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8934 members
Mstep: Class 2 contains 10874 members
Entering Unmasked Estep
Score: -2340468.000000 Penalty: 3215.498291
Iteration 1F: 3 clusters Score -2340468 nChanged 1227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8369 members
Mstep: Class 2 contains 11439 members
Entering Unmasked Estep
Score: -2341109.250000 Penalty: 3215.498291
Iteration 2F: 3 clusters Score -2341109 nChanged 1346
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7657 members
Mstep: Class 2 contains 12151 members
Entering Unmasked Estep
Score: -2341862.000000 Penalty: 3215.498291
Iteration 3F: 3 clusters Score -2341862 nChanged 1313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6850 members
Mstep: Class 2 contains 12958 members
Entering Unmasked Estep
Score: -2342659.750000 Penalty: 3215.498291
Iteration 4F: 3 clusters Score -2342660 nChanged 1252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5956 members
Mstep: Class 2 contains 13852 members
Entering Unmasked Estep
Score: -2343502.000000 Penalty: 3215.498291
Iteration 5F: 3 clusters Score -2343502 nChanged 1157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5055 members
Mstep: Class 2 contains 14753 members
Entering Unmasked Estep
Score: -2344357.000000 Penalty: 3215.498291
Iteration 6F: 3 clusters Score -2344357 nChanged 967
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4234 members
Mstep: Class 2 contains 15574 members
Entering Unmasked Estep
Score: -2345130.500000 Penalty: 3215.498291
Iteration 7Q: 3 clusters Score -2345130 nChanged 796
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3576 members
Mstep: Class 2 contains 16232 members
Entering Unmasked Estep
Score: -2345822.500000 Penalty: 3215.498291
Iteration 8Q: 3 clusters Score -2345822 nChanged 615
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3063 members
Mstep: Class 2 contains 16745 members
Entering Unmasked Estep
Score: -2346301.000000 Penalty: 3215.498291
Iteration 9Q: 3 clusters Score -2346301 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2729 members
Mstep: Class 2 contains 17079 members
Entering Unmasked Estep
Score: -2346559.750000 Penalty: 3215.498291
Iteration 10Q: 3 clusters Score -2346560 nChanged 305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2460 members
Mstep: Class 2 contains 17348 members
Entering Unmasked Estep
Score: -2346735.000000 Penalty: 3215.498291
Iteration 11Q: 3 clusters Score -2346735 nChanged 203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2273 members
Mstep: Class 2 contains 17535 members
Entering Unmasked Estep
Score: -2346831.500000 Penalty: 3215.498291
Iteration 12Q: 3 clusters Score -2346832 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2108 members
Mstep: Class 2 contains 17700 members
Entering Unmasked Estep
Score: -2346921.750000 Penalty: 3215.498291
Iteration 13Q: 3 clusters Score -2346922 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1977 members
Mstep: Class 2 contains 17831 members
Entering Unmasked Estep
Score: -2346994.750000 Penalty: 3215.498291
Iteration 14Q: 3 clusters Score -2346995 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1859 members
Mstep: Class 2 contains 17949 members
Entering Unmasked Estep
Score: -2347039.500000 Penalty: 3215.498291
Iteration 15Q: 3 clusters Score -2347040 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1766 members
Mstep: Class 2 contains 18042 members
Entering Unmasked Estep
Score: -2347082.250000 Penalty: 3215.498291
Iteration 16Q: 3 clusters Score -2347082 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1674 members
Mstep: Class 2 contains 18134 members
Entering Unmasked Estep
Score: -2347128.250000 Penalty: 3215.498291
Iteration 17Q: 3 clusters Score -2347128 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1577 members
Mstep: Class 2 contains 18231 members
Entering Unmasked Estep
Score: -2347179.750000 Penalty: 3215.498291
Iteration 18Q: 3 clusters Score -2347180 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1490 members
Mstep: Class 2 contains 18318 members
Entering Unmasked Estep
Score: -2347216.750000 Penalty: 3215.498291
Iteration 19Q: 3 clusters Score -2347217 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1423 members
Mstep: Class 2 contains 18385 members
Entering Unmasked Estep
Score: -2347244.750000 Penalty: 3215.498291
Iteration 20F: 3 clusters Score -2347245 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1362 members
Mstep: Class 2 contains 18446 members
Entering Unmasked Estep
Score: -2347287.000000 Penalty: 3215.498291
Iteration 21Q: 3 clusters Score -2347287 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1298 members
Mstep: Class 2 contains 18510 members
Entering Unmasked Estep
Score: -2347316.250000 Penalty: 3215.498291
Iteration 22Q: 3 clusters Score -2347316 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1242 members
Mstep: Class 2 contains 18566 members
Entering Unmasked Estep
Score: -2347341.250000 Penalty: 3215.498291
Iteration 23Q: 3 clusters Score -2347341 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1196 members
Mstep: Class 2 contains 18612 members
Entering Unmasked Estep
Score: -2347364.500000 Penalty: 3215.498291
Iteration 24Q: 3 clusters Score -2347364 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1144 members
Mstep: Class 2 contains 18664 members
Entering Unmasked Estep
Score: -2347394.000000 Penalty: 3215.498291
Iteration 25Q: 3 clusters Score -2347394 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1104 members
Mstep: Class 2 contains 18704 members
Entering Unmasked Estep
Score: -2347422.500000 Penalty: 3215.498291
Iteration 26Q: 3 clusters Score -2347422 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1080 members
Mstep: Class 2 contains 18728 members
Entering Unmasked Estep
Score: -2347440.750000 Penalty: 3215.498291
Iteration 27Q: 3 clusters Score -2347441 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1057 members
Mstep: Class 2 contains 18751 members
Entering Unmasked Estep
Score: -2347450.750000 Penalty: 3215.498291
Iteration 28Q: 3 clusters Score -2347451 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1036 members
Mstep: Class 2 contains 18772 members
Entering Unmasked Estep
Score: -2347460.750000 Penalty: 3215.498291
Iteration 29Q: 3 clusters Score -2347461 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1015 members
Mstep: Class 2 contains 18793 members
Entering Unmasked Estep
Score: -2347480.500000 Penalty: 3215.498291
Iteration 30Q: 3 clusters Score -2347480 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 994 members
Mstep: Class 2 contains 18814 members
Entering Unmasked Estep
Score: -2347490.750000 Penalty: 3215.498291
Iteration 31Q: 3 clusters Score -2347491 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 973 members
Mstep: Class 2 contains 18835 members
Entering Unmasked Estep
Score: -2347499.500000 Penalty: 3215.498291
Iteration 32Q: 3 clusters Score -2347500 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 957 members
Mstep: Class 2 contains 18851 members
Entering Unmasked Estep
Score: -2347502.500000 Penalty: 3215.498291
Iteration 33Q: 3 clusters Score -2347502 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 936 members
Mstep: Class 2 contains 18872 members
Entering Unmasked Estep
Score: -2347518.750000 Penalty: 3215.498291
Iteration 34Q: 3 clusters Score -2347519 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 916 members
Mstep: Class 2 contains 18892 members
Entering Unmasked Estep
Score: -2347524.000000 Penalty: 3215.498291
Iteration 35Q: 3 clusters Score -2347524 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 904 members
Mstep: Class 2 contains 18904 members
Entering Unmasked Estep
Score: -2347526.500000 Penalty: 3215.498291
Iteration 36Q: 3 clusters Score -2347526 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 899 members
Mstep: Class 2 contains 18909 members
Entering Unmasked Estep
Score: -2347531.000000 Penalty: 3215.498291
Iteration 37Q: 3 clusters Score -2347531 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 896 members
Mstep: Class 2 contains 18912 members
Entering Unmasked Estep
Score: -2347532.000000 Penalty: 3215.498291
Iteration 38Q: 3 clusters Score -2347532 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 892 members
Mstep: Class 2 contains 18916 members
Entering Unmasked Estep
Score: -2347531.750000 Penalty: 3215.498291
Iteration 39Q: 3 clusters Score -2347532 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 892 members
Mstep: Class 2 contains 18916 members
Entering Unmasked Estep
Score: -2347533.250000 Penalty: 3215.498291
Iteration 40F: 3 clusters Score -2347533 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 886 members
Mstep: Class 2 contains 18922 members
Entering Unmasked Estep
Score: -2347535.500000 Penalty: 3215.498291
Iteration 41Q: 3 clusters Score -2347536 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 884 members
Mstep: Class 2 contains 18924 members
Entering Unmasked Estep
Score: -2347538.250000 Penalty: 3215.498291
Iteration 42Q: 3 clusters Score -2347538 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 885 members
Mstep: Class 2 contains 18923 members
Entering Unmasked Estep
Score: -2347538.000000 Penalty: 3215.498291
Iteration 43Q: 3 clusters Score -2347538 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 886 members
Mstep: Class 2 contains 18922 members
Entering Unmasked Estep
Score: -2347536.500000 Penalty: 3215.498291
Iteration 44Q: 3 clusters Score -2347536 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 887 members
Mstep: Class 2 contains 18921 members
Entering Unmasked Estep
Score: -2347537.250000 Penalty: 3215.498291
Iteration 45Q: 3 clusters Score -2347537 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 887 members
Mstep: Class 2 contains 18921 members
Entering Unmasked Estep
Score: -2347537.250000 Penalty: 3215.498291
Iteration 46F: 3 clusters Score -2347537 nChanged 0
Entering ConstructFrom:
Trying to split cluster 24 (34766 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34766 members
Entering Unmasked Estep
Score: -4109605.000000 Penalty: 1699.164185
Iteration 0F: 2 clusters Score -4109605 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17478 members
Mstep: Class 2 contains 17288 members
Entering Unmasked Estep
Score: -4086438.750000 Penalty: 3398.328369
Iteration 0F: 3 clusters Score -4086439 nChanged 15990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18472 members
Mstep: Class 2 contains 16294 members
Entering Unmasked Estep
Score: -4095285.250000 Penalty: 3398.328369
Iteration 1F: 3 clusters Score -4095285 nChanged 1431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19091 members
Mstep: Class 2 contains 15675 members
Entering Unmasked Estep
Score: -4095700.000000 Penalty: 3398.328369
Iteration 2Q: 3 clusters Score -4095700 nChanged 1437
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19934 members
Mstep: Class 2 contains 14832 members
Entering Unmasked Estep
Score: -4096155.750000 Penalty: 3398.328369
Iteration 3Q: 3 clusters Score -4096156 nChanged 1601
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21117 members
Mstep: Class 2 contains 13649 members
Entering Unmasked Estep
Score: -4096832.500000 Penalty: 3398.328369
Iteration 4Q: 3 clusters Score -4096832 nChanged 1881
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22720 members
Mstep: Class 2 contains 12046 members
Entering Unmasked Estep
Score: -4097812.500000 Penalty: 3398.328369
Iteration 5F: 3 clusters Score -4097812 nChanged 2169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24717 members
Mstep: Class 2 contains 10049 members
Entering Unmasked Estep
Score: -4099252.000000 Penalty: 3398.328369
Iteration 6F: 3 clusters Score -4099252 nChanged 2512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27121 members
Mstep: Class 2 contains 7645 members
Entering Unmasked Estep
Score: -4101245.000000 Penalty: 3398.328369
Iteration 7F: 3 clusters Score -4101245 nChanged 2507
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29562 members
Mstep: Class 2 contains 5204 members
Entering Unmasked Estep
Score: -4103480.250000 Penalty: 3398.328369
Iteration 8F: 3 clusters Score -4103480 nChanged 2101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31635 members
Mstep: Class 2 contains 3131 members
Entering Unmasked Estep
Score: -4105466.000000 Penalty: 3398.328369
Iteration 9F: 3 clusters Score -4105466 nChanged 1454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33081 members
Mstep: Class 2 contains 1685 members
Entering Unmasked Estep
Score: -4106827.500000 Penalty: 3398.328369
Iteration 10Q: 3 clusters Score -4106828 nChanged 754
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33831 members
Mstep: Class 2 contains 935 members
Entering Unmasked Estep
Score: -4107505.500000 Penalty: 3398.328369
Iteration 11Q: 3 clusters Score -4107506 nChanged 336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34165 members
Mstep: Class 2 contains 601 members
Entering Unmasked Estep
Score: -4107776.750000 Penalty: 3398.328369
Iteration 12Q: 3 clusters Score -4107777 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34345 members
Mstep: Class 2 contains 421 members
Entering Unmasked Estep
Score: -4107938.250000 Penalty: 3398.328369
Iteration 13Q: 3 clusters Score -4107938 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34436 members
Mstep: Class 2 contains 330 members
Entering Unmasked Estep
Score: -4108045.250000 Penalty: 3398.328369
Iteration 14Q: 3 clusters Score -4108045 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34476 members
Mstep: Class 2 contains 290 members
Entering Unmasked Estep
Score: -4108093.000000 Penalty: 3398.328369
Iteration 15Q: 3 clusters Score -4108093 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34496 members
Mstep: Class 2 contains 270 members
Entering Unmasked Estep
Score: -4108119.000000 Penalty: 3398.328369
Iteration 16Q: 3 clusters Score -4108119 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34511 members
Mstep: Class 2 contains 255 members
Entering Unmasked Estep
Score: -4108137.750000 Penalty: 3398.328369
Iteration 17Q: 3 clusters Score -4108138 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34522 members
Mstep: Class 2 contains 244 members
Entering Unmasked Estep
Score: -4108155.500000 Penalty: 3398.328369
Iteration 18Q: 3 clusters Score -4108156 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34527 members
Mstep: Class 2 contains 239 members
Entering Unmasked Estep
Score: -4108167.250000 Penalty: 3398.328369
Iteration 19Q: 3 clusters Score -4108167 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34532 members
Mstep: Class 2 contains 234 members
Entering Unmasked Estep
Score: -4108170.750000 Penalty: 3398.328369
Iteration 20F: 3 clusters Score -4108171 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34534 members
Mstep: Class 2 contains 232 members
Entering Unmasked Estep
Score: -4108175.250000 Penalty: 3398.328369
Iteration 21Q: 3 clusters Score -4108175 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34539 members
Mstep: Class 2 contains 227 members
Entering Unmasked Estep
Score: -4108174.750000 Penalty: 3398.328369
Iteration 22Q: 3 clusters Score -4108175 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34542 members
Mstep: Class 2 contains 224 members
Entering Unmasked Estep
Score: -4108184.500000 Penalty: 3398.328369
Iteration 23Q: 3 clusters Score -4108184 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34545 members
Mstep: Class 2 contains 221 members
Entering Unmasked Estep
Score: -4108189.500000 Penalty: 3398.328369
Iteration 24Q: 3 clusters Score -4108190 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34543 members
Mstep: Class 2 contains 223 members
Entering Unmasked Estep
Score: -4108187.500000 Penalty: 3398.328369
Iteration 25Q: 3 clusters Score -4108188 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34545 members
Mstep: Class 2 contains 221 members
Entering Unmasked Estep
Score: -4108188.000000 Penalty: 3398.328369
Iteration 26Q: 3 clusters Score -4108188 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34548 members
Mstep: Class 2 contains 218 members
Entering Unmasked Estep
Score: -4108195.250000 Penalty: 3398.328369
Iteration 27Q: 3 clusters Score -4108195 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34547 members
Mstep: Class 2 contains 219 members
Entering Unmasked Estep
Score: -4108197.250000 Penalty: 3398.328369
Iteration 28Q: 3 clusters Score -4108197 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34546 members
Mstep: Class 2 contains 220 members
Entering Unmasked Estep
Score: -4108195.000000 Penalty: 3398.328369
Iteration 29Q: 3 clusters Score -4108195 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34546 members
Mstep: Class 2 contains 220 members
Entering Unmasked Estep
Score: -4108195.000000 Penalty: 3398.328369
Iteration 30F: 3 clusters Score -4108195 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1596 members
Mstep: Class 2 contains 40132 members
Mstep: Class 3 contains 33391 members
Mstep: Class 4 contains 104013 members
Mstep: Class 5 contains 311 members
Mstep: Class 6 contains 26222 members
Mstep: Class 7 contains 6200 members
Mstep: Class 8 contains 13216 members
Mstep: Class 9 contains 21020 members
Mstep: Class 10 contains 27110 members
Mstep: Class 11 contains 1220 members
Mstep: Class 12 contains 1734 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43783 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6032 members
Mstep: Class 17 contains 29366 members
Mstep: Class 18 contains 17231 members
Mstep: Class 19 contains 58491 members
Mstep: Class 20 contains 42198 members
Mstep: Class 21 contains 13470 members
Mstep: Class 22 contains 8005 members
Mstep: Class 23 contains 19808 members
Mstep: Class 24 contains 34766 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67353736.000000 Penalty: 58293.742188
Iteration 119Q: 28 clusters Score -6.735374e+07 nChanged 6071
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1599 members
Mstep: Class 2 contains 40607 members
Mstep: Class 3 contains 33396 members
Mstep: Class 4 contains 104173 members
Mstep: Class 5 contains 312 members
Mstep: Class 6 contains 26228 members
Mstep: Class 7 contains 6190 members
Mstep: Class 8 contains 13263 members
Mstep: Class 9 contains 21131 members
Mstep: Class 10 contains 27188 members
Mstep: Class 11 contains 1322 members
Mstep: Class 12 contains 1797 members
Mstep: Class 13 contains 482 members
Mstep: Class 14 contains 43938 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 6055 members
Mstep: Class 17 contains 29352 members
Mstep: Class 18 contains 17256 members
Mstep: Class 19 contains 58532 members
Mstep: Class 20 contains 42002 members
Mstep: Class 21 contains 13428 members
Mstep: Class 22 contains 8007 members
Mstep: Class 23 contains 19825 members
Mstep: Class 24 contains 34944 members
Mstep: Class 25 contains 29819 members
Mstep: Class 26 contains 1203 members
Mstep: Class 27 contains 4829 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67355800.000000 Penalty: 58293.742188
Iteration 120F: 28 clusters Score -6.73558e+07 nChanged 4219
Entering Unmasked Mstep
Mstep: Class 0 contains 23 members
Mstep: Class 1 contains 1606 members
Mstep: Class 2 contains 40869 members
Mstep: Class 3 contains 33363 members
Mstep: Class 4 contains 103677 members
Mstep: Class 5 contains 299 members
Mstep: Class 6 contains 26179 members
Mstep: Class 7 contains 6179 members
Mstep: Class 8 contains 13149 members
Mstep: Class 9 contains 21041 members
Mstep: Class 10 contains 27198 members
Mstep: Class 11 contains 1405 members
Mstep: Class 12 contains 1681 members
Mstep: Class 13 contains 481 members
Mstep: Class 14 contains 43710 members
Mstep: Class 15 contains 2181 members
Mstep: Class 16 contains 6004 members
Mstep: Class 17 contains 29333 members
Mstep: Class 18 contains 17221 members
Mstep: Class 19 contains 58417 members
Mstep: Class 20 contains 41932 members
Mstep: Class 21 contains 13400 members
Mstep: Class 22 contains 7990 members
Mstep: Class 23 contains 19814 members
Mstep: Class 24 contains 34989 members
Mstep: Class 25 contains 30776 members
Mstep: Class 26 contains 1262 members
Mstep: Class 27 contains 4904 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67356528.000000 Penalty: 58293.742188
Iteration 121Q: 28 clusters Score -6.735653e+07 nChanged 2224
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1609 members
Mstep: Class 2 contains 41040 members
Mstep: Class 3 contains 33300 members
Mstep: Class 4 contains 103354 members
Mstep: Class 5 contains 297 members
Mstep: Class 6 contains 26137 members
Mstep: Class 7 contains 6184 members
Mstep: Class 8 contains 13067 members
Mstep: Class 9 contains 21003 members
Mstep: Class 10 contains 27194 members
Mstep: Class 11 contains 1481 members
Mstep: Class 12 contains 1628 members
Mstep: Class 13 contains 480 members
Mstep: Class 14 contains 43580 members
Mstep: Class 15 contains 2181 members
Mstep: Class 16 contains 5980 members
Mstep: Class 17 contains 29337 members
Mstep: Class 18 contains 17186 members
Mstep: Class 19 contains 58380 members
Mstep: Class 20 contains 41914 members
Mstep: Class 21 contains 13396 members
Mstep: Class 22 contains 7978 members
Mstep: Class 23 contains 19816 members
Mstep: Class 24 contains 35009 members
Mstep: Class 25 contains 31286 members
Mstep: Class 26 contains 1276 members
Mstep: Class 27 contains 4968 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67356760.000000 Penalty: 58293.742188
Iteration 122Q: 28 clusters Score -6.735676e+07 nChanged 1501
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1616 members
Mstep: Class 2 contains 41151 members
Mstep: Class 3 contains 33243 members
Mstep: Class 4 contains 103098 members
Mstep: Class 5 contains 293 members
Mstep: Class 6 contains 26103 members
Mstep: Class 7 contains 6192 members
Mstep: Class 8 contains 13016 members
Mstep: Class 9 contains 21003 members
Mstep: Class 10 contains 27188 members
Mstep: Class 11 contains 1563 members
Mstep: Class 12 contains 1595 members
Mstep: Class 13 contains 481 members
Mstep: Class 14 contains 43516 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 5963 members
Mstep: Class 17 contains 29341 members
Mstep: Class 18 contains 17154 members
Mstep: Class 19 contains 58378 members
Mstep: Class 20 contains 41893 members
Mstep: Class 21 contains 13375 members
Mstep: Class 22 contains 7954 members
Mstep: Class 23 contains 19819 members
Mstep: Class 24 contains 35018 members
Mstep: Class 25 contains 31601 members
Mstep: Class 26 contains 1292 members
Mstep: Class 27 contains 5033 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67356928.000000 Penalty: 58293.742188
Iteration 123Q: 28 clusters Score -6.735693e+07 nChanged 1084
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1619 members
Mstep: Class 2 contains 41199 members
Mstep: Class 3 contains 33170 members
Mstep: Class 4 contains 102929 members
Mstep: Class 5 contains 292 members
Mstep: Class 6 contains 26068 members
Mstep: Class 7 contains 6213 members
Mstep: Class 8 contains 12978 members
Mstep: Class 9 contains 20996 members
Mstep: Class 10 contains 27180 members
Mstep: Class 11 contains 1616 members
Mstep: Class 12 contains 1575 members
Mstep: Class 13 contains 481 members
Mstep: Class 14 contains 43486 members
Mstep: Class 15 contains 2180 members
Mstep: Class 16 contains 5960 members
Mstep: Class 17 contains 29348 members
Mstep: Class 18 contains 17134 members
Mstep: Class 19 contains 58397 members
Mstep: Class 20 contains 41844 members
Mstep: Class 21 contains 13392 members
Mstep: Class 22 contains 7938 members
Mstep: Class 23 contains 19823 members
Mstep: Class 24 contains 35028 members
Mstep: Class 25 contains 31813 members
Mstep: Class 26 contains 1295 members
Mstep: Class 27 contains 5107 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67356904.000000 Penalty: 58293.742188
Iteration 124Q: 28 clusters Score -6.73569e+07 nChanged 870
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1622 members
Mstep: Class 2 contains 41229 members
Mstep: Class 3 contains 33095 members
Mstep: Class 4 contains 102783 members
Mstep: Class 5 contains 292 members
Mstep: Class 6 contains 26043 members
Mstep: Class 7 contains 6231 members
Mstep: Class 8 contains 12952 members
Mstep: Class 9 contains 20997 members
Mstep: Class 10 contains 27172 members
Mstep: Class 11 contains 1661 members
Mstep: Class 12 contains 1560 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43464 members
Mstep: Class 15 contains 2180 members
Mstep: Class 16 contains 5956 members
Mstep: Class 17 contains 29355 members
Mstep: Class 18 contains 17122 members
Mstep: Class 19 contains 58416 members
Mstep: Class 20 contains 41781 members
Mstep: Class 21 contains 13413 members
Mstep: Class 22 contains 7924 members
Mstep: Class 23 contains 19827 members
Mstep: Class 24 contains 35047 members
Mstep: Class 25 contains 31985 members
Mstep: Class 26 contains 1299 members
Mstep: Class 27 contains 5176 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357424.000000 Penalty: 58293.742188
Iteration 125Q: 28 clusters Score -6.735742e+07 nChanged 664
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1621 members
Mstep: Class 2 contains 41251 members
Mstep: Class 3 contains 33032 members
Mstep: Class 4 contains 102664 members
Mstep: Class 5 contains 293 members
Mstep: Class 6 contains 26029 members
Mstep: Class 7 contains 6242 members
Mstep: Class 8 contains 12932 members
Mstep: Class 9 contains 21000 members
Mstep: Class 10 contains 27170 members
Mstep: Class 11 contains 1693 members
Mstep: Class 12 contains 1550 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43455 members
Mstep: Class 15 contains 2178 members
Mstep: Class 16 contains 5961 members
Mstep: Class 17 contains 29359 members
Mstep: Class 18 contains 17118 members
Mstep: Class 19 contains 58434 members
Mstep: Class 20 contains 41693 members
Mstep: Class 21 contains 13438 members
Mstep: Class 22 contains 7909 members
Mstep: Class 23 contains 19832 members
Mstep: Class 24 contains 35076 members
Mstep: Class 25 contains 32107 members
Mstep: Class 26 contains 1306 members
Mstep: Class 27 contains 5239 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357416.000000 Penalty: 58293.742188
Iteration 126Q: 28 clusters Score -6.735742e+07 nChanged 500
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1622 members
Mstep: Class 2 contains 41269 members
Mstep: Class 3 contains 32975 members
Mstep: Class 4 contains 102591 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 26011 members
Mstep: Class 7 contains 6258 members
Mstep: Class 8 contains 12915 members
Mstep: Class 9 contains 21002 members
Mstep: Class 10 contains 27173 members
Mstep: Class 11 contains 1716 members
Mstep: Class 12 contains 1543 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43432 members
Mstep: Class 15 contains 2177 members
Mstep: Class 16 contains 5967 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17115 members
Mstep: Class 19 contains 58447 members
Mstep: Class 20 contains 41620 members
Mstep: Class 21 contains 13467 members
Mstep: Class 22 contains 7893 members
Mstep: Class 23 contains 19838 members
Mstep: Class 24 contains 35109 members
Mstep: Class 25 contains 32201 members
Mstep: Class 26 contains 1308 members
Mstep: Class 27 contains 5278 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357472.000000 Penalty: 58293.742188
Iteration 127Q: 28 clusters Score -6.735747e+07 nChanged 373
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1623 members
Mstep: Class 2 contains 41277 members
Mstep: Class 3 contains 32918 members
Mstep: Class 4 contains 102548 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 26000 members
Mstep: Class 7 contains 6271 members
Mstep: Class 8 contains 12908 members
Mstep: Class 9 contains 20999 members
Mstep: Class 10 contains 27167 members
Mstep: Class 11 contains 1733 members
Mstep: Class 12 contains 1539 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43418 members
Mstep: Class 15 contains 2179 members
Mstep: Class 16 contains 5973 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17107 members
Mstep: Class 19 contains 58453 members
Mstep: Class 20 contains 41562 members
Mstep: Class 21 contains 13503 members
Mstep: Class 22 contains 7889 members
Mstep: Class 23 contains 19837 members
Mstep: Class 24 contains 35133 members
Mstep: Class 25 contains 32257 members
Mstep: Class 26 contains 1310 members
Mstep: Class 27 contains 5323 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357424.000000 Penalty: 58293.742188
Iteration 128Q: 28 clusters Score -6.735742e+07 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1625 members
Mstep: Class 2 contains 41287 members
Mstep: Class 3 contains 32872 members
Mstep: Class 4 contains 102498 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25995 members
Mstep: Class 7 contains 6281 members
Mstep: Class 8 contains 12905 members
Mstep: Class 9 contains 21000 members
Mstep: Class 10 contains 27158 members
Mstep: Class 11 contains 1748 members
Mstep: Class 12 contains 1538 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43415 members
Mstep: Class 15 contains 2181 members
Mstep: Class 16 contains 5973 members
Mstep: Class 17 contains 29363 members
Mstep: Class 18 contains 17107 members
Mstep: Class 19 contains 58458 members
Mstep: Class 20 contains 41515 members
Mstep: Class 21 contains 13545 members
Mstep: Class 22 contains 7886 members
Mstep: Class 23 contains 19838 members
Mstep: Class 24 contains 35148 members
Mstep: Class 25 contains 32283 members
Mstep: Class 26 contains 1309 members
Mstep: Class 27 contains 5360 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357408.000000 Penalty: 58293.742188
Iteration 129Q: 28 clusters Score -6.735741e+07 nChanged 239
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1625 members
Mstep: Class 2 contains 41292 members
Mstep: Class 3 contains 32834 members
Mstep: Class 4 contains 102475 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25992 members
Mstep: Class 7 contains 6293 members
Mstep: Class 8 contains 12902 members
Mstep: Class 9 contains 20999 members
Mstep: Class 10 contains 27153 members
Mstep: Class 11 contains 1762 members
Mstep: Class 12 contains 1537 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43413 members
Mstep: Class 15 contains 2183 members
Mstep: Class 16 contains 5973 members
Mstep: Class 17 contains 29363 members
Mstep: Class 18 contains 17101 members
Mstep: Class 19 contains 58458 members
Mstep: Class 20 contains 41476 members
Mstep: Class 21 contains 13575 members
Mstep: Class 22 contains 7883 members
Mstep: Class 23 contains 19837 members
Mstep: Class 24 contains 35162 members
Mstep: Class 25 contains 32306 members
Mstep: Class 26 contains 1307 members
Mstep: Class 27 contains 5387 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357488.000000 Penalty: 58293.742188
Iteration 130Q: 28 clusters Score -6.735749e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1625 members
Mstep: Class 2 contains 41299 members
Mstep: Class 3 contains 32797 members
Mstep: Class 4 contains 102453 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25991 members
Mstep: Class 7 contains 6299 members
Mstep: Class 8 contains 12902 members
Mstep: Class 9 contains 21001 members
Mstep: Class 10 contains 27149 members
Mstep: Class 11 contains 1777 members
Mstep: Class 12 contains 1537 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43414 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 5977 members
Mstep: Class 17 contains 29362 members
Mstep: Class 18 contains 17093 members
Mstep: Class 19 contains 58463 members
Mstep: Class 20 contains 41445 members
Mstep: Class 21 contains 13594 members
Mstep: Class 22 contains 7879 members
Mstep: Class 23 contains 19837 members
Mstep: Class 24 contains 35175 members
Mstep: Class 25 contains 32319 members
Mstep: Class 26 contains 1306 members
Mstep: Class 27 contains 5412 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357456.000000 Penalty: 58293.742188
Iteration 131Q: 28 clusters Score -6.735746e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1625 members
Mstep: Class 2 contains 41300 members
Mstep: Class 3 contains 32765 members
Mstep: Class 4 contains 102442 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25991 members
Mstep: Class 7 contains 6301 members
Mstep: Class 8 contains 12901 members
Mstep: Class 9 contains 21004 members
Mstep: Class 10 contains 27153 members
Mstep: Class 11 contains 1791 members
Mstep: Class 12 contains 1537 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43413 members
Mstep: Class 15 contains 2182 members
Mstep: Class 16 contains 5970 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17093 members
Mstep: Class 19 contains 58467 members
Mstep: Class 20 contains 41411 members
Mstep: Class 21 contains 13618 members
Mstep: Class 22 contains 7877 members
Mstep: Class 23 contains 19839 members
Mstep: Class 24 contains 35181 members
Mstep: Class 25 contains 32326 members
Mstep: Class 26 contains 1307 members
Mstep: Class 27 contains 5433 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357448.000000 Penalty: 58293.742188
Iteration 132Q: 28 clusters Score -6.735745e+07 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41301 members
Mstep: Class 3 contains 32724 members
Mstep: Class 4 contains 102422 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25990 members
Mstep: Class 7 contains 6301 members
Mstep: Class 8 contains 12900 members
Mstep: Class 9 contains 21007 members
Mstep: Class 10 contains 27155 members
Mstep: Class 11 contains 1809 members
Mstep: Class 12 contains 1537 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43414 members
Mstep: Class 15 contains 2183 members
Mstep: Class 16 contains 5970 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17090 members
Mstep: Class 19 contains 58474 members
Mstep: Class 20 contains 41377 members
Mstep: Class 21 contains 13648 members
Mstep: Class 22 contains 7874 members
Mstep: Class 23 contains 19839 members
Mstep: Class 24 contains 35189 members
Mstep: Class 25 contains 32331 members
Mstep: Class 26 contains 1307 members
Mstep: Class 27 contains 5461 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357528.000000 Penalty: 58293.742188
Iteration 133Q: 28 clusters Score -6.735753e+07 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41301 members
Mstep: Class 3 contains 32685 members
Mstep: Class 4 contains 102404 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25988 members
Mstep: Class 7 contains 6301 members
Mstep: Class 8 contains 12898 members
Mstep: Class 9 contains 21009 members
Mstep: Class 10 contains 27157 members
Mstep: Class 11 contains 1830 members
Mstep: Class 12 contains 1538 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43413 members
Mstep: Class 15 contains 2184 members
Mstep: Class 16 contains 5966 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17093 members
Mstep: Class 19 contains 58475 members
Mstep: Class 20 contains 41328 members
Mstep: Class 21 contains 13677 members
Mstep: Class 22 contains 7871 members
Mstep: Class 23 contains 19841 members
Mstep: Class 24 contains 35202 members
Mstep: Class 25 contains 32340 members
Mstep: Class 26 contains 1310 members
Mstep: Class 27 contains 5492 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357648.000000 Penalty: 58293.742188
Iteration 134Q: 28 clusters Score -6.735765e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41302 members
Mstep: Class 3 contains 32663 members
Mstep: Class 4 contains 102391 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25986 members
Mstep: Class 7 contains 6302 members
Mstep: Class 8 contains 12897 members
Mstep: Class 9 contains 21017 members
Mstep: Class 10 contains 27157 members
Mstep: Class 11 contains 1846 members
Mstep: Class 12 contains 1539 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43411 members
Mstep: Class 15 contains 2185 members
Mstep: Class 16 contains 5965 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17094 members
Mstep: Class 19 contains 58477 members
Mstep: Class 20 contains 41290 members
Mstep: Class 21 contains 13692 members
Mstep: Class 22 contains 7863 members
Mstep: Class 23 contains 19841 members
Mstep: Class 24 contains 35208 members
Mstep: Class 25 contains 32342 members
Mstep: Class 26 contains 1312 members
Mstep: Class 27 contains 5523 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357576.000000 Penalty: 58293.742188
Iteration 135Q: 28 clusters Score -6.735758e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41303 members
Mstep: Class 3 contains 32636 members
Mstep: Class 4 contains 102379 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25985 members
Mstep: Class 7 contains 6304 members
Mstep: Class 8 contains 12895 members
Mstep: Class 9 contains 21021 members
Mstep: Class 10 contains 27154 members
Mstep: Class 11 contains 1860 members
Mstep: Class 12 contains 1539 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43411 members
Mstep: Class 15 contains 2185 members
Mstep: Class 16 contains 5964 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17096 members
Mstep: Class 19 contains 58479 members
Mstep: Class 20 contains 41253 members
Mstep: Class 21 contains 13713 members
Mstep: Class 22 contains 7858 members
Mstep: Class 23 contains 19842 members
Mstep: Class 24 contains 35217 members
Mstep: Class 25 contains 32347 members
Mstep: Class 26 contains 1312 members
Mstep: Class 27 contains 5550 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357568.000000 Penalty: 58293.742188
Iteration 136Q: 28 clusters Score -6.735757e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41305 members
Mstep: Class 3 contains 32600 members
Mstep: Class 4 contains 102369 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25981 members
Mstep: Class 7 contains 6308 members
Mstep: Class 8 contains 12895 members
Mstep: Class 9 contains 21025 members
Mstep: Class 10 contains 27160 members
Mstep: Class 11 contains 1873 members
Mstep: Class 12 contains 1538 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43410 members
Mstep: Class 15 contains 2185 members
Mstep: Class 16 contains 5963 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17096 members
Mstep: Class 19 contains 58482 members
Mstep: Class 20 contains 41220 members
Mstep: Class 21 contains 13740 members
Mstep: Class 22 contains 7855 members
Mstep: Class 23 contains 19844 members
Mstep: Class 24 contains 35223 members
Mstep: Class 25 contains 32348 members
Mstep: Class 26 contains 1313 members
Mstep: Class 27 contains 5570 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357552.000000 Penalty: 58293.742188
Iteration 137Q: 28 clusters Score -6.735755e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41305 members
Mstep: Class 3 contains 32565 members
Mstep: Class 4 contains 102365 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25979 members
Mstep: Class 7 contains 6310 members
Mstep: Class 8 contains 12896 members
Mstep: Class 9 contains 21031 members
Mstep: Class 10 contains 27157 members
Mstep: Class 11 contains 1884 members
Mstep: Class 12 contains 1538 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43411 members
Mstep: Class 15 contains 2185 members
Mstep: Class 16 contains 5960 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17092 members
Mstep: Class 19 contains 58485 members
Mstep: Class 20 contains 41202 members
Mstep: Class 21 contains 13764 members
Mstep: Class 22 contains 7848 members
Mstep: Class 23 contains 19845 members
Mstep: Class 24 contains 35227 members
Mstep: Class 25 contains 32350 members
Mstep: Class 26 contains 1314 members
Mstep: Class 27 contains 5590 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357480.000000 Penalty: 58293.742188
Iteration 138Q: 28 clusters Score -6.735748e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41306 members
Mstep: Class 3 contains 32538 members
Mstep: Class 4 contains 102354 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25978 members
Mstep: Class 7 contains 6311 members
Mstep: Class 8 contains 12896 members
Mstep: Class 9 contains 21039 members
Mstep: Class 10 contains 27156 members
Mstep: Class 11 contains 1899 members
Mstep: Class 12 contains 1538 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43415 members
Mstep: Class 15 contains 2185 members
Mstep: Class 16 contains 5958 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17091 members
Mstep: Class 19 contains 58489 members
Mstep: Class 20 contains 41181 members
Mstep: Class 21 contains 13779 members
Mstep: Class 22 contains 7840 members
Mstep: Class 23 contains 19845 members
Mstep: Class 24 contains 35227 members
Mstep: Class 25 contains 32351 members
Mstep: Class 26 contains 1314 members
Mstep: Class 27 contains 5613 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357560.000000 Penalty: 58293.742188
Iteration 139Q: 28 clusters Score -6.735756e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 41306 members
Mstep: Class 3 contains 32511 members
Mstep: Class 4 contains 102346 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25978 members
Mstep: Class 7 contains 6315 members
Mstep: Class 8 contains 12896 members
Mstep: Class 9 contains 21052 members
Mstep: Class 10 contains 27154 members
Mstep: Class 11 contains 1912 members
Mstep: Class 12 contains 1538 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43416 members
Mstep: Class 15 contains 2185 members
Mstep: Class 16 contains 5960 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17090 members
Mstep: Class 19 contains 58492 members
Mstep: Class 20 contains 41154 members
Mstep: Class 21 contains 13790 members
Mstep: Class 22 contains 7829 members
Mstep: Class 23 contains 19846 members
Mstep: Class 24 contains 35224 members
Mstep: Class 25 contains 32353 members
Mstep: Class 26 contains 1314 members
Mstep: Class 27 contains 5642 members
Entering Unmasked Estep
ConsiderDeletion
Score: -67357544.000000 Penalty: 58293.742188
Iteration 140F: 28 clusters Score -6.735754e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 1625 members
Mstep: Class 2 contains 41308 members
Mstep: Class 3 contains 32501 members
Mstep: Class 4 contains 102329 members
Mstep: Class 5 contains 294 members
Mstep: Class 6 contains 25980 members
Mstep: Class 7 contains 6318 members
Mstep: Class 8 contains 12896 members
Mstep: Class 9 contains 21060 members
Mstep: Class 10 contains 27157 members
Mstep: Class 11 contains 1930 members
Mstep: Class 12 contains 1537 members
Mstep: Class 13 contains 479 members
Mstep: Class 14 contains 43418 members
Mstep: Class 15 contains 2185 members
Mstep: Class 16 contains 5959 members
Mstep: Class 17 contains 29361 members
Mstep: Class 18 contains 17092 members
Mstep: Class 19 contains 58497 members
Mstep: Class 20 contains 41118 members
Mstep: Class 21 contains 13785 members
Mstep: Class 22 contains 7825 members
Mstep: Class 23 contains 19846 members
Mstep: Class 24 contains 35226 members
Mstep: Class 25 contains 32354 members
Mstep: Class 26 contains 1315 members
Mstep: Class 27 contains 5666 members
Ente