FileBase /isis1/DataGab/Rat09-20140329/Rat09-20140329
ElecNo 3
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 1947874 data points of dimension 24.
Starting from 20 clusters...
Entering ConstructFrom:
--- Running on subset of 649291 points ---
Entering CEM
Assigned 20 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34520 members
Mstep: Class 2 contains 34276 members
Mstep: Class 3 contains 34220 members
Mstep: Class 4 contains 34041 members
Mstep: Class 5 contains 33987 members
Mstep: Class 6 contains 34307 members
Mstep: Class 7 contains 33939 members
Mstep: Class 8 contains 34341 members
Mstep: Class 9 contains 33970 members
Mstep: Class 10 contains 34392 members
Mstep: Class 11 contains 34098 members
Mstep: Class 12 contains 33797 members
Mstep: Class 13 contains 34253 members
Mstep: Class 14 contains 34372 members
Mstep: Class 15 contains 34442 members
Mstep: Class 16 contains 34124 members
Mstep: Class 17 contains 34112 members
Mstep: Class 18 contains 34089 members
Mstep: Class 19 contains 34011 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 16. Lose 851.043335 but Gain 2174.839844
Score: -39704028.000000 Penalty: 39147.136719
Iteration 0F: 19 clusters Score -3.970403e+07 nChanged 610327
Entering Unmasked Mstep
Mstep: Class 0 contains 342 members
Mstep: Class 1 contains 48304 members
Mstep: Class 2 contains 28202 members
Mstep: Class 3 contains 40434 members
Mstep: Class 4 contains 42921 members
Mstep: Class 5 contains 29507 members
Mstep: Class 6 contains 29382 members
Mstep: Class 7 contains 33512 members
Mstep: Class 8 contains 40602 members
Mstep: Class 9 contains 35568 members
Mstep: Class 10 contains 44734 members
Mstep: Class 11 contains 31044 members
Mstep: Class 12 contains 44108 members
Mstep: Class 13 contains 39130 members
Mstep: Class 14 contains 33201 members
Mstep: Class 15 contains 38042 members
Mstep: Class 17 contains 24356 members
Mstep: Class 18 contains 32449 members
Mstep: Class 19 contains 33453 members
Entering Unmasked Estep
ConsiderDeletion
Score: -40915676.000000 Penalty: 39147.136719
Iteration 1F: 19 clusters Score -4.091568e+07 nChanged 156774
Entering Unmasked Mstep
Mstep: Class 0 contains 223 members
Mstep: Class 1 contains 54262 members
Mstep: Class 2 contains 29531 members
Mstep: Class 3 contains 38165 members
Mstep: Class 4 contains 44556 members
Mstep: Class 5 contains 26793 members
Mstep: Class 6 contains 24060 members
Mstep: Class 7 contains 33691 members
Mstep: Class 8 contains 41381 members
Mstep: Class 9 contains 36679 members
Mstep: Class 10 contains 53397 members
Mstep: Class 11 contains 25958 members
Mstep: Class 12 contains 43971 members
Mstep: Class 13 contains 45251 members
Mstep: Class 14 contains 28233 members
Mstep: Class 15 contains 35835 members
Mstep: Class 17 contains 19352 members
Mstep: Class 18 contains 31397 members
Mstep: Class 19 contains 36556 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41064684.000000 Penalty: 39147.136719
Iteration 2F: 19 clusters Score -4.106468e+07 nChanged 126213
Entering Unmasked Mstep
Mstep: Class 0 contains 164 members
Mstep: Class 1 contains 59643 members
Mstep: Class 2 contains 29792 members
Mstep: Class 3 contains 34831 members
Mstep: Class 4 contains 47318 members
Mstep: Class 5 contains 25762 members
Mstep: Class 6 contains 18920 members
Mstep: Class 7 contains 35121 members
Mstep: Class 8 contains 42432 members
Mstep: Class 9 contains 35652 members
Mstep: Class 10 contains 61699 members
Mstep: Class 11 contains 21297 members
Mstep: Class 12 contains 45424 members
Mstep: Class 13 contains 49493 members
Mstep: Class 14 contains 24428 members
Mstep: Class 15 contains 33114 members
Mstep: Class 17 contains 14976 members
Mstep: Class 18 contains 30080 members
Mstep: Class 19 contains 39145 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41158616.000000 Penalty: 39147.136719
Iteration 3F: 19 clusters Score -4.115862e+07 nChanged 101030
Entering Unmasked Mstep
Mstep: Class 0 contains 135 members
Mstep: Class 1 contains 64271 members
Mstep: Class 2 contains 28543 members
Mstep: Class 3 contains 30418 members
Mstep: Class 4 contains 50297 members
Mstep: Class 5 contains 26077 members
Mstep: Class 6 contains 15050 members
Mstep: Class 7 contains 36977 members
Mstep: Class 8 contains 43195 members
Mstep: Class 9 contains 33131 members
Mstep: Class 10 contains 68650 members
Mstep: Class 11 contains 17171 members
Mstep: Class 12 contains 49924 members
Mstep: Class 13 contains 51488 members
Mstep: Class 14 contains 22009 members
Mstep: Class 15 contains 31267 members
Mstep: Class 17 contains 11602 members
Mstep: Class 18 contains 28495 members
Mstep: Class 19 contains 40591 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41224792.000000 Penalty: 39147.136719
Iteration 4F: 19 clusters Score -4.122479e+07 nChanged 88181
Entering Unmasked Mstep
Mstep: Class 0 contains 126 members
Mstep: Class 1 contains 68488 members
Mstep: Class 2 contains 26338 members
Mstep: Class 3 contains 25251 members
Mstep: Class 4 contains 53425 members
Mstep: Class 5 contains 26737 members
Mstep: Class 6 contains 12179 members
Mstep: Class 7 contains 39028 members
Mstep: Class 8 contains 43803 members
Mstep: Class 9 contains 29730 members
Mstep: Class 10 contains 74734 members
Mstep: Class 11 contains 13147 members
Mstep: Class 12 contains 56806 members
Mstep: Class 13 contains 51976 members
Mstep: Class 14 contains 20777 members
Mstep: Class 15 contains 30208 members
Mstep: Class 17 contains 8872 members
Mstep: Class 18 contains 26573 members
Mstep: Class 19 contains 41093 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41286072.000000 Penalty: 39147.136719
Iteration 5F: 19 clusters Score -4.128607e+07 nChanged 82174
Entering Unmasked Mstep
Mstep: Class 0 contains 121 members
Mstep: Class 1 contains 71898 members
Mstep: Class 2 contains 23587 members
Mstep: Class 3 contains 20200 members
Mstep: Class 4 contains 56211 members
Mstep: Class 5 contains 27168 members
Mstep: Class 6 contains 10222 members
Mstep: Class 7 contains 42381 members
Mstep: Class 8 contains 43895 members
Mstep: Class 9 contains 25767 members
Mstep: Class 10 contains 79943 members
Mstep: Class 11 contains 9120 members
Mstep: Class 12 contains 64806 members
Mstep: Class 13 contains 51143 members
Mstep: Class 14 contains 21884 members
Mstep: Class 15 contains 29611 members
Mstep: Class 17 contains 6676 members
Mstep: Class 18 contains 23842 members
Mstep: Class 19 contains 40816 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41353512.000000 Penalty: 39147.136719
Iteration 6F: 19 clusters Score -4.135351e+07 nChanged 79877
Entering Unmasked Mstep
Mstep: Class 0 contains 118 members
Mstep: Class 1 contains 73468 members
Mstep: Class 2 contains 20357 members
Mstep: Class 3 contains 16451 members
Mstep: Class 4 contains 57556 members
Mstep: Class 5 contains 27789 members
Mstep: Class 6 contains 9102 members
Mstep: Class 7 contains 51812 members
Mstep: Class 8 contains 42268 members
Mstep: Class 9 contains 21613 members
Mstep: Class 10 contains 83174 members
Mstep: Class 11 contains 5590 members
Mstep: Class 12 contains 72799 members
Mstep: Class 13 contains 47835 members
Mstep: Class 14 contains 26295 members
Mstep: Class 15 contains 28510 members
Mstep: Class 17 contains 5031 members
Mstep: Class 18 contains 20093 members
Mstep: Class 19 contains 39430 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41417156.000000 Penalty: 39147.136719
Iteration 7F: 19 clusters Score -4.141716e+07 nChanged 76788
Entering Unmasked Mstep
Mstep: Class 0 contains 126 members
Mstep: Class 1 contains 73004 members
Mstep: Class 2 contains 17182 members
Mstep: Class 3 contains 14503 members
Mstep: Class 4 contains 57485 members
Mstep: Class 5 contains 28785 members
Mstep: Class 6 contains 8484 members
Mstep: Class 7 contains 66602 members
Mstep: Class 8 contains 38840 members
Mstep: Class 9 contains 17857 members
Mstep: Class 10 contains 84358 members
Mstep: Class 11 contains 3050 members
Mstep: Class 12 contains 80533 members
Mstep: Class 13 contains 42313 members
Mstep: Class 14 contains 32589 members
Mstep: Class 15 contains 26904 members
Mstep: Class 17 contains 3778 members
Mstep: Class 18 contains 15952 members
Mstep: Class 19 contains 36946 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 11. Lose 1841.298706 but Gain 2174.839844
Score: -41469328.000000 Penalty: 36972.296875
Iteration 8F: 18 clusters Score -4.146933e+07 nChanged 71845
Entering Unmasked Mstep
Mstep: Class 0 contains 132 members
Mstep: Class 1 contains 70982 members
Mstep: Class 2 contains 14547 members
Mstep: Class 3 contains 13894 members
Mstep: Class 4 contains 56336 members
Mstep: Class 5 contains 29371 members
Mstep: Class 6 contains 8334 members
Mstep: Class 7 contains 82410 members
Mstep: Class 8 contains 34251 members
Mstep: Class 9 contains 15569 members
Mstep: Class 10 contains 84756 members
Mstep: Class 12 contains 88862 members
Mstep: Class 13 contains 36102 members
Mstep: Class 14 contains 40048 members
Mstep: Class 15 contains 25108 members
Mstep: Class 17 contains 2839 members
Mstep: Class 18 contains 11904 members
Mstep: Class 19 contains 33846 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41516592.000000 Penalty: 36972.296875
Iteration 9F: 18 clusters Score -4.151659e+07 nChanged 64431
Entering Unmasked Mstep
Mstep: Class 0 contains 131 members
Mstep: Class 1 contains 67479 members
Mstep: Class 2 contains 12480 members
Mstep: Class 3 contains 13213 members
Mstep: Class 4 contains 54155 members
Mstep: Class 5 contains 29279 members
Mstep: Class 6 contains 8351 members
Mstep: Class 7 contains 97881 members
Mstep: Class 8 contains 29314 members
Mstep: Class 9 contains 14432 members
Mstep: Class 10 contains 84941 members
Mstep: Class 12 contains 95693 members
Mstep: Class 13 contains 29725 members
Mstep: Class 14 contains 48272 members
Mstep: Class 15 contains 23149 members
Mstep: Class 17 contains 2066 members
Mstep: Class 18 contains 8493 members
Mstep: Class 19 contains 30237 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41556440.000000 Penalty: 36972.296875
Iteration 10F: 18 clusters Score -4.155644e+07 nChanged 60192
Entering Unmasked Mstep
Mstep: Class 0 contains 134 members
Mstep: Class 1 contains 62983 members
Mstep: Class 2 contains 10858 members
Mstep: Class 3 contains 12549 members
Mstep: Class 4 contains 51509 members
Mstep: Class 5 contains 28640 members
Mstep: Class 6 contains 8435 members
Mstep: Class 7 contains 112405 members
Mstep: Class 8 contains 24668 members
Mstep: Class 9 contains 13543 members
Mstep: Class 10 contains 85380 members
Mstep: Class 12 contains 102084 members
Mstep: Class 13 contains 23763 members
Mstep: Class 14 contains 57400 members
Mstep: Class 15 contains 21008 members
Mstep: Class 17 contains 1553 members
Mstep: Class 18 contains 5963 members
Mstep: Class 19 contains 26416 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41594708.000000 Penalty: 36972.296875
Iteration 11F: 18 clusters Score -4.159471e+07 nChanged 56433
Entering Unmasked Mstep
Mstep: Class 0 contains 133 members
Mstep: Class 1 contains 57459 members
Mstep: Class 2 contains 9554 members
Mstep: Class 3 contains 11796 members
Mstep: Class 4 contains 48772 members
Mstep: Class 5 contains 27575 members
Mstep: Class 6 contains 8427 members
Mstep: Class 7 contains 125873 members
Mstep: Class 8 contains 20811 members
Mstep: Class 9 contains 12742 members
Mstep: Class 10 contains 86123 members
Mstep: Class 12 contains 107497 members
Mstep: Class 13 contains 18458 members
Mstep: Class 14 contains 67071 members
Mstep: Class 15 contains 18811 members
Mstep: Class 17 contains 1402 members
Mstep: Class 18 contains 4260 members
Mstep: Class 19 contains 22527 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41633060.000000 Penalty: 36972.296875
Iteration 12F: 18 clusters Score -4.163306e+07 nChanged 52604
Entering Unmasked Mstep
Mstep: Class 0 contains 126 members
Mstep: Class 1 contains 51778 members
Mstep: Class 2 contains 8404 members
Mstep: Class 3 contains 10970 members
Mstep: Class 4 contains 46271 members
Mstep: Class 5 contains 26374 members
Mstep: Class 6 contains 8316 members
Mstep: Class 7 contains 137999 members
Mstep: Class 8 contains 17884 members
Mstep: Class 9 contains 12007 members
Mstep: Class 10 contains 86918 members
Mstep: Class 12 contains 111036 members
Mstep: Class 13 contains 13952 members
Mstep: Class 14 contains 77073 members
Mstep: Class 15 contains 16547 members
Mstep: Class 17 contains 1694 members
Mstep: Class 18 contains 3295 members
Mstep: Class 19 contains 18647 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41668504.000000 Penalty: 36972.296875
Iteration 13F: 18 clusters Score -4.16685e+07 nChanged 48835
Entering Unmasked Mstep
Mstep: Class 0 contains 125 members
Mstep: Class 1 contains 46454 members
Mstep: Class 2 contains 7476 members
Mstep: Class 3 contains 10229 members
Mstep: Class 4 contains 44115 members
Mstep: Class 5 contains 25204 members
Mstep: Class 6 contains 8245 members
Mstep: Class 7 contains 148794 members
Mstep: Class 8 contains 15661 members
Mstep: Class 9 contains 11400 members
Mstep: Class 10 contains 87468 members
Mstep: Class 12 contains 112270 members
Mstep: Class 13 contains 10311 members
Mstep: Class 14 contains 86971 members
Mstep: Class 15 contains 14234 members
Mstep: Class 17 contains 2167 members
Mstep: Class 18 contains 3132 members
Mstep: Class 19 contains 15035 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41702472.000000 Penalty: 36972.296875
Iteration 14F: 18 clusters Score -4.170247e+07 nChanged 45306
Entering Unmasked Mstep
Mstep: Class 0 contains 120 members
Mstep: Class 1 contains 42449 members
Mstep: Class 2 contains 6697 members
Mstep: Class 3 contains 9721 members
Mstep: Class 4 contains 42079 members
Mstep: Class 5 contains 24223 members
Mstep: Class 6 contains 8235 members
Mstep: Class 7 contains 158472 members
Mstep: Class 8 contains 13874 members
Mstep: Class 9 contains 11023 members
Mstep: Class 10 contains 87527 members
Mstep: Class 12 contains 110787 members
Mstep: Class 13 contains 7336 members
Mstep: Class 14 contains 96709 members
Mstep: Class 15 contains 11897 members
Mstep: Class 17 contains 2629 members
Mstep: Class 18 contains 3617 members
Mstep: Class 19 contains 11896 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41737152.000000 Penalty: 36972.296875
Iteration 15F: 18 clusters Score -4.173715e+07 nChanged 43322
Entering Unmasked Mstep
Mstep: Class 0 contains 113 members
Mstep: Class 1 contains 41107 members
Mstep: Class 2 contains 5943 members
Mstep: Class 3 contains 9358 members
Mstep: Class 4 contains 40424 members
Mstep: Class 5 contains 23673 members
Mstep: Class 6 contains 8331 members
Mstep: Class 7 contains 166706 members
Mstep: Class 8 contains 12082 members
Mstep: Class 9 contains 10901 members
Mstep: Class 10 contains 87093 members
Mstep: Class 12 contains 106080 members
Mstep: Class 13 contains 5160 members
Mstep: Class 14 contains 106099 members
Mstep: Class 15 contains 9754 members
Mstep: Class 17 contains 2964 members
Mstep: Class 18 contains 4197 members
Mstep: Class 19 contains 9306 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41779384.000000 Penalty: 36972.296875
Iteration 16F: 18 clusters Score -4.177938e+07 nChanged 41500
Entering Unmasked Mstep
Mstep: Class 0 contains 109 members
Mstep: Class 1 contains 43822 members
Mstep: Class 2 contains 5192 members
Mstep: Class 3 contains 9177 members
Mstep: Class 4 contains 39462 members
Mstep: Class 5 contains 23589 members
Mstep: Class 6 contains 8442 members
Mstep: Class 7 contains 172915 members
Mstep: Class 8 contains 10159 members
Mstep: Class 9 contains 10757 members
Mstep: Class 10 contains 86347 members
Mstep: Class 12 contains 98352 members
Mstep: Class 13 contains 3717 members
Mstep: Class 14 contains 114614 members
Mstep: Class 15 contains 7846 members
Mstep: Class 17 contains 3210 members
Mstep: Class 18 contains 4456 members
Mstep: Class 19 contains 7125 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41828408.000000 Penalty: 36972.296875
Iteration 17F: 18 clusters Score -4.182841e+07 nChanged 38381
Entering Unmasked Mstep
Mstep: Class 0 contains 107 members
Mstep: Class 1 contains 49209 members
Mstep: Class 2 contains 4542 members
Mstep: Class 3 contains 9120 members
Mstep: Class 4 contains 39233 members
Mstep: Class 5 contains 23216 members
Mstep: Class 6 contains 8622 members
Mstep: Class 7 contains 176474 members
Mstep: Class 8 contains 8574 members
Mstep: Class 9 contains 10583 members
Mstep: Class 10 contains 86560 members
Mstep: Class 12 contains 89137 members
Mstep: Class 13 contains 2818 members
Mstep: Class 14 contains 122076 members
Mstep: Class 15 contains 6236 members
Mstep: Class 17 contains 3365 members
Mstep: Class 18 contains 4175 members
Mstep: Class 19 contains 5244 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41866112.000000 Penalty: 36972.296875
Iteration 18F: 18 clusters Score -4.186611e+07 nChanged 30371
Entering Unmasked Mstep
Mstep: Class 0 contains 101 members
Mstep: Class 1 contains 52605 members
Mstep: Class 2 contains 4004 members
Mstep: Class 3 contains 9148 members
Mstep: Class 4 contains 38036 members
Mstep: Class 5 contains 22335 members
Mstep: Class 6 contains 8760 members
Mstep: Class 7 contains 177568 members
Mstep: Class 8 contains 7952 members
Mstep: Class 9 contains 10561 members
Mstep: Class 10 contains 89860 members
Mstep: Class 12 contains 81109 members
Mstep: Class 13 contains 2292 members
Mstep: Class 14 contains 129023 members
Mstep: Class 15 contains 4987 members
Mstep: Class 17 contains 3447 members
Mstep: Class 18 contains 3597 members
Mstep: Class 19 contains 3906 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41883472.000000 Penalty: 36972.296875
Iteration 19Q: 18 clusters Score -4.188347e+07 nChanged 23582
Entering Unmasked Mstep
Mstep: Class 0 contains 98 members
Mstep: Class 1 contains 54895 members
Mstep: Class 2 contains 3630 members
Mstep: Class 3 contains 9237 members
Mstep: Class 4 contains 36531 members
Mstep: Class 5 contains 21551 members
Mstep: Class 6 contains 8846 members
Mstep: Class 7 contains 177307 members
Mstep: Class 8 contains 8084 members
Mstep: Class 9 contains 10789 members
Mstep: Class 10 contains 92557 members
Mstep: Class 12 contains 74449 members
Mstep: Class 13 contains 1994 members
Mstep: Class 14 contains 135610 members
Mstep: Class 15 contains 4130 members
Mstep: Class 17 contains 3526 members
Mstep: Class 18 contains 3099 members
Mstep: Class 19 contains 2958 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41895064.000000 Penalty: 36972.296875
Iteration 20F: 18 clusters Score -4.189506e+07 nChanged 19149
Entering Unmasked Mstep
Mstep: Class 0 contains 96 members
Mstep: Class 1 contains 56543 members
Mstep: Class 2 contains 3351 members
Mstep: Class 3 contains 9424 members
Mstep: Class 4 contains 35183 members
Mstep: Class 5 contains 20922 members
Mstep: Class 6 contains 8911 members
Mstep: Class 7 contains 176177 members
Mstep: Class 8 contains 8703 members
Mstep: Class 9 contains 11218 members
Mstep: Class 10 contains 94455 members
Mstep: Class 12 contains 68851 members
Mstep: Class 13 contains 1804 members
Mstep: Class 14 contains 141547 members
Mstep: Class 15 contains 3516 members
Mstep: Class 17 contains 3559 members
Mstep: Class 18 contains 2686 members
Mstep: Class 19 contains 2345 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41902780.000000 Penalty: 36972.296875
Iteration 21Q: 18 clusters Score -4.190278e+07 nChanged 16085
Entering Unmasked Mstep
Mstep: Class 0 contains 95 members
Mstep: Class 1 contains 57853 members
Mstep: Class 2 contains 3184 members
Mstep: Class 3 contains 9694 members
Mstep: Class 4 contains 34039 members
Mstep: Class 5 contains 20463 members
Mstep: Class 6 contains 8905 members
Mstep: Class 7 contains 174595 members
Mstep: Class 8 contains 9261 members
Mstep: Class 9 contains 11757 members
Mstep: Class 10 contains 95868 members
Mstep: Class 12 contains 63992 members
Mstep: Class 13 contains 1651 members
Mstep: Class 14 contains 146978 members
Mstep: Class 15 contains 3076 members
Mstep: Class 17 contains 3561 members
Mstep: Class 18 contains 2375 members
Mstep: Class 19 contains 1944 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41907668.000000 Penalty: 36972.296875
Iteration 22Q: 18 clusters Score -4.190767e+07 nChanged 13647
Entering Unmasked Mstep
Mstep: Class 0 contains 95 members
Mstep: Class 1 contains 58968 members
Mstep: Class 2 contains 3053 members
Mstep: Class 3 contains 10019 members
Mstep: Class 4 contains 33067 members
Mstep: Class 5 contains 20116 members
Mstep: Class 6 contains 8855 members
Mstep: Class 7 contains 172833 members
Mstep: Class 8 contains 9653 members
Mstep: Class 9 contains 12382 members
Mstep: Class 10 contains 96868 members
Mstep: Class 12 contains 59939 members
Mstep: Class 13 contains 1528 members
Mstep: Class 14 contains 151828 members
Mstep: Class 15 contains 2727 members
Mstep: Class 17 contains 3571 members
Mstep: Class 18 contains 2145 members
Mstep: Class 19 contains 1644 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41911500.000000 Penalty: 36972.296875
Iteration 23Q: 18 clusters Score -4.19115e+07 nChanged 11738
Entering Unmasked Mstep
Mstep: Class 0 contains 94 members
Mstep: Class 1 contains 59925 members
Mstep: Class 2 contains 2973 members
Mstep: Class 3 contains 10366 members
Mstep: Class 4 contains 32180 members
Mstep: Class 5 contains 19853 members
Mstep: Class 6 contains 8757 members
Mstep: Class 7 contains 170977 members
Mstep: Class 8 contains 9876 members
Mstep: Class 9 contains 12980 members
Mstep: Class 10 contains 97658 members
Mstep: Class 12 contains 56468 members
Mstep: Class 13 contains 1435 members
Mstep: Class 14 contains 156244 members
Mstep: Class 15 contains 2483 members
Mstep: Class 17 contains 3585 members
Mstep: Class 18 contains 1987 members
Mstep: Class 19 contains 1450 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 19. Lose 2062.891602 but Gain 2174.843750
Score: -41914472.000000 Penalty: 34797.453125
Iteration 24Q: 17 clusters Score -4.191447e+07 nChanged 11534
Entering Unmasked Mstep
Mstep: Class 0 contains 94 members
Mstep: Class 1 contains 61047 members
Mstep: Class 2 contains 2980 members
Mstep: Class 3 contains 10746 members
Mstep: Class 4 contains 31486 members
Mstep: Class 5 contains 19676 members
Mstep: Class 6 contains 8614 members
Mstep: Class 7 contains 169272 members
Mstep: Class 8 contains 10021 members
Mstep: Class 9 contains 13770 members
Mstep: Class 10 contains 98230 members
Mstep: Class 12 contains 53645 members
Mstep: Class 13 contains 1420 members
Mstep: Class 14 contains 160500 members
Mstep: Class 15 contains 2319 members
Mstep: Class 17 contains 3590 members
Mstep: Class 18 contains 1881 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41918504.000000 Penalty: 34797.453125
Iteration 25Q: 17 clusters Score -4.19185e+07 nChanged 9297
Entering Unmasked Mstep
Mstep: Class 0 contains 94 members
Mstep: Class 1 contains 61918 members
Mstep: Class 2 contains 2946 members
Mstep: Class 3 contains 11079 members
Mstep: Class 4 contains 30762 members
Mstep: Class 5 contains 19526 members
Mstep: Class 6 contains 8512 members
Mstep: Class 7 contains 167216 members
Mstep: Class 8 contains 9999 members
Mstep: Class 9 contains 14445 members
Mstep: Class 10 contains 98563 members
Mstep: Class 12 contains 51290 members
Mstep: Class 13 contains 1407 members
Mstep: Class 14 contains 164011 members
Mstep: Class 15 contains 2132 members
Mstep: Class 17 contains 3595 members
Mstep: Class 18 contains 1796 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41921092.000000 Penalty: 34797.453125
Iteration 26Q: 17 clusters Score -4.192109e+07 nChanged 8534
Entering Unmasked Mstep
Mstep: Class 0 contains 94 members
Mstep: Class 1 contains 62751 members
Mstep: Class 2 contains 2924 members
Mstep: Class 3 contains 11435 members
Mstep: Class 4 contains 30084 members
Mstep: Class 5 contains 19375 members
Mstep: Class 6 contains 8377 members
Mstep: Class 7 contains 165135 members
Mstep: Class 8 contains 9884 members
Mstep: Class 9 contains 15201 members
Mstep: Class 10 contains 98750 members
Mstep: Class 12 contains 49287 members
Mstep: Class 13 contains 1397 members
Mstep: Class 14 contains 167263 members
Mstep: Class 15 contains 1999 members
Mstep: Class 17 contains 3602 members
Mstep: Class 18 contains 1733 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41923052.000000 Penalty: 34797.453125
Iteration 27Q: 17 clusters Score -4.192305e+07 nChanged 8099
Entering Unmasked Mstep
Mstep: Class 0 contains 94 members
Mstep: Class 1 contains 63581 members
Mstep: Class 2 contains 2908 members
Mstep: Class 3 contains 11748 members
Mstep: Class 4 contains 29435 members
Mstep: Class 5 contains 19232 members
Mstep: Class 6 contains 8256 members
Mstep: Class 7 contains 162908 members
Mstep: Class 8 contains 9725 members
Mstep: Class 9 contains 16070 members
Mstep: Class 10 contains 98841 members
Mstep: Class 12 contains 47597 members
Mstep: Class 13 contains 1394 members
Mstep: Class 14 contains 170347 members
Mstep: Class 15 contains 1894 members
Mstep: Class 17 contains 3592 members
Mstep: Class 18 contains 1669 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41924500.000000 Penalty: 34797.453125
Iteration 28Q: 17 clusters Score -4.19245e+07 nChanged 7541
Entering Unmasked Mstep
Mstep: Class 0 contains 94 members
Mstep: Class 1 contains 64388 members
Mstep: Class 2 contains 2891 members
Mstep: Class 3 contains 11996 members
Mstep: Class 4 contains 28873 members
Mstep: Class 5 contains 19102 members
Mstep: Class 6 contains 8135 members
Mstep: Class 7 contains 160642 members
Mstep: Class 8 contains 9485 members
Mstep: Class 9 contains 16962 members
Mstep: Class 10 contains 98816 members
Mstep: Class 12 contains 46228 members
Mstep: Class 13 contains 1393 members
Mstep: Class 14 contains 173303 members
Mstep: Class 15 contains 1791 members
Mstep: Class 17 contains 3581 members
Mstep: Class 18 contains 1611 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41925808.000000 Penalty: 34797.453125
Iteration 29Q: 17 clusters Score -4.192581e+07 nChanged 7159
Entering Unmasked Mstep
Mstep: Class 0 contains 94 members
Mstep: Class 1 contains 65130 members
Mstep: Class 2 contains 2861 members
Mstep: Class 3 contains 12217 members
Mstep: Class 4 contains 28419 members
Mstep: Class 5 contains 18975 members
Mstep: Class 6 contains 8054 members
Mstep: Class 7 contains 158235 members
Mstep: Class 8 contains 9180 members
Mstep: Class 9 contains 17854 members
Mstep: Class 10 contains 98756 members
Mstep: Class 12 contains 45063 members
Mstep: Class 13 contains 1385 members
Mstep: Class 14 contains 176223 members
Mstep: Class 15 contains 1699 members
Mstep: Class 17 contains 3571 members
Mstep: Class 18 contains 1575 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41927328.000000 Penalty: 34797.453125
Iteration 30Q: 17 clusters Score -4.192733e+07 nChanged 6756
Entering Unmasked Mstep
Mstep: Class 0 contains 93 members
Mstep: Class 1 contains 65824 members
Mstep: Class 2 contains 2829 members
Mstep: Class 3 contains 12391 members
Mstep: Class 4 contains 28033 members
Mstep: Class 5 contains 18849 members
Mstep: Class 6 contains 7976 members
Mstep: Class 7 contains 155769 members
Mstep: Class 8 contains 8849 members
Mstep: Class 9 contains 18775 members
Mstep: Class 10 contains 98648 members
Mstep: Class 12 contains 44065 members
Mstep: Class 13 contains 1394 members
Mstep: Class 14 contains 179026 members
Mstep: Class 15 contains 1637 members
Mstep: Class 17 contains 3578 members
Mstep: Class 18 contains 1555 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41928912.000000 Penalty: 34797.453125
Iteration 31Q: 17 clusters Score -4.192891e+07 nChanged 6537
Entering Unmasked Mstep
Mstep: Class 0 contains 93 members
Mstep: Class 1 contains 66461 members
Mstep: Class 2 contains 2821 members
Mstep: Class 3 contains 12572 members
Mstep: Class 4 contains 27657 members
Mstep: Class 5 contains 18723 members
Mstep: Class 6 contains 7903 members
Mstep: Class 7 contains 153290 members
Mstep: Class 8 contains 8455 members
Mstep: Class 9 contains 19726 members
Mstep: Class 10 contains 98529 members
Mstep: Class 12 contains 43239 members
Mstep: Class 13 contains 1391 members
Mstep: Class 14 contains 181719 members
Mstep: Class 15 contains 1594 members
Mstep: Class 17 contains 3575 members
Mstep: Class 18 contains 1543 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41930188.000000 Penalty: 34797.453125
Iteration 32Q: 17 clusters Score -4.193019e+07 nChanged 6362
Entering Unmasked Mstep
Mstep: Class 0 contains 93 members
Mstep: Class 1 contains 67098 members
Mstep: Class 2 contains 2810 members
Mstep: Class 3 contains 12737 members
Mstep: Class 4 contains 27303 members
Mstep: Class 5 contains 18599 members
Mstep: Class 6 contains 7869 members
Mstep: Class 7 contains 150695 members
Mstep: Class 8 contains 8068 members
Mstep: Class 9 contains 20646 members
Mstep: Class 10 contains 98348 members
Mstep: Class 12 contains 42569 members
Mstep: Class 13 contains 1390 members
Mstep: Class 14 contains 184453 members
Mstep: Class 15 contains 1541 members
Mstep: Class 17 contains 3541 members
Mstep: Class 18 contains 1531 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41931168.000000 Penalty: 34797.453125
Iteration 33Q: 17 clusters Score -4.193117e+07 nChanged 6416
Entering Unmasked Mstep
Mstep: Class 0 contains 92 members
Mstep: Class 1 contains 67751 members
Mstep: Class 2 contains 2792 members
Mstep: Class 3 contains 12918 members
Mstep: Class 4 contains 26963 members
Mstep: Class 5 contains 18467 members
Mstep: Class 6 contains 7840 members
Mstep: Class 7 contains 147965 members
Mstep: Class 8 contains 7656 members
Mstep: Class 9 contains 21544 members
Mstep: Class 10 contains 98154 members
Mstep: Class 12 contains 41989 members
Mstep: Class 13 contains 1392 members
Mstep: Class 14 contains 187253 members
Mstep: Class 15 contains 1477 members
Mstep: Class 17 contains 3518 members
Mstep: Class 18 contains 1520 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41932388.000000 Penalty: 34797.453125
Iteration 34Q: 17 clusters Score -4.193239e+07 nChanged 6366
Entering Unmasked Mstep
Mstep: Class 0 contains 92 members
Mstep: Class 1 contains 68266 members
Mstep: Class 2 contains 2787 members
Mstep: Class 3 contains 13087 members
Mstep: Class 4 contains 26604 members
Mstep: Class 5 contains 18328 members
Mstep: Class 6 contains 7810 members
Mstep: Class 7 contains 145078 members
Mstep: Class 8 contains 7265 members
Mstep: Class 9 contains 22393 members
Mstep: Class 10 contains 98051 members
Mstep: Class 12 contains 41532 members
Mstep: Class 13 contains 1388 members
Mstep: Class 14 contains 190175 members
Mstep: Class 15 contains 1434 members
Mstep: Class 17 contains 3477 members
Mstep: Class 18 contains 1524 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41933564.000000 Penalty: 34797.453125
Iteration 35Q: 17 clusters Score -4.193356e+07 nChanged 6313
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 68662 members
Mstep: Class 2 contains 2761 members
Mstep: Class 3 contains 13239 members
Mstep: Class 4 contains 26272 members
Mstep: Class 5 contains 18199 members
Mstep: Class 6 contains 7756 members
Mstep: Class 7 contains 142076 members
Mstep: Class 8 contains 6883 members
Mstep: Class 9 contains 23167 members
Mstep: Class 10 contains 98030 members
Mstep: Class 12 contains 41175 members
Mstep: Class 13 contains 1377 members
Mstep: Class 14 contains 193220 members
Mstep: Class 15 contains 1392 members
Mstep: Class 17 contains 3454 members
Mstep: Class 18 contains 1537 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41934720.000000 Penalty: 34797.453125
Iteration 36Q: 17 clusters Score -4.193472e+07 nChanged 6333
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 68989 members
Mstep: Class 2 contains 2737 members
Mstep: Class 3 contains 13393 members
Mstep: Class 4 contains 25942 members
Mstep: Class 5 contains 18059 members
Mstep: Class 6 contains 7740 members
Mstep: Class 7 contains 138983 members
Mstep: Class 8 contains 6574 members
Mstep: Class 9 contains 23839 members
Mstep: Class 10 contains 98024 members
Mstep: Class 12 contains 40887 members
Mstep: Class 13 contains 1385 members
Mstep: Class 14 contains 196330 members
Mstep: Class 15 contains 1343 members
Mstep: Class 17 contains 3417 members
Mstep: Class 18 contains 1558 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41936132.000000 Penalty: 34797.453125
Iteration 37Q: 17 clusters Score -4.193613e+07 nChanged 6349
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 69144 members
Mstep: Class 2 contains 2715 members
Mstep: Class 3 contains 13551 members
Mstep: Class 4 contains 25591 members
Mstep: Class 5 contains 17920 members
Mstep: Class 6 contains 7706 members
Mstep: Class 7 contains 135716 members
Mstep: Class 8 contains 6318 members
Mstep: Class 9 contains 24411 members
Mstep: Class 10 contains 98174 members
Mstep: Class 12 contains 40696 members
Mstep: Class 13 contains 1376 members
Mstep: Class 14 contains 199605 members
Mstep: Class 15 contains 1320 members
Mstep: Class 17 contains 3378 members
Mstep: Class 18 contains 1579 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41937372.000000 Penalty: 34797.453125
Iteration 38Q: 17 clusters Score -4.193737e+07 nChanged 6527
Entering ConstructFrom:
Score: -41937372.000000 Penalty: 34797.453125
Entering ConstructFrom:
Trying to split cluster 1 (69221 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69221 members
Entering Unmasked Estep
Score: -4638441.000000 Penalty: 1811.072144
Iteration 0F: 2 clusters Score -4638441 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34492 members
Mstep: Class 2 contains 34729 members
Entering Unmasked Estep
Score: -4592141.000000 Penalty: 3622.144287
Iteration 0F: 3 clusters Score -4592141 nChanged 32817
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34131 members
Mstep: Class 2 contains 35090 members
Entering Unmasked Estep
Score: -4611181.000000 Penalty: 3622.144287
Iteration 1F: 3 clusters Score -4611181 nChanged 2957
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33866 members
Mstep: Class 2 contains 35355 members
Entering Unmasked Estep
Score: -4612161.000000 Penalty: 3622.144287
Iteration 2Q: 3 clusters Score -4612161 nChanged 3157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33543 members
Mstep: Class 2 contains 35678 members
Entering Unmasked Estep
Score: -4613489.000000 Penalty: 3622.144287
Iteration 3Q: 3 clusters Score -4613489 nChanged 3596
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33177 members
Mstep: Class 2 contains 36044 members
Entering Unmasked Estep
Score: -4615519.000000 Penalty: 3622.144287
Iteration 4F: 3 clusters Score -4615519 nChanged 4380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32715 members
Mstep: Class 2 contains 36506 members
Entering Unmasked Estep
Score: -4618619.000000 Penalty: 3622.144287
Iteration 5F: 3 clusters Score -4618619 nChanged 4838
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32279 members
Mstep: Class 2 contains 36942 members
Entering Unmasked Estep
Score: -4622598.000000 Penalty: 3622.144287
Iteration 6F: 3 clusters Score -4622598 nChanged 5016
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31899 members
Mstep: Class 2 contains 37322 members
Entering Unmasked Estep
Score: -4626655.000000 Penalty: 3622.144287
Iteration 7F: 3 clusters Score -4626655 nChanged 4379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31478 members
Mstep: Class 2 contains 37743 members
Entering Unmasked Estep
Score: -4629608.500000 Penalty: 3622.144287
Iteration 8F: 3 clusters Score -4629608 nChanged 3290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31084 members
Mstep: Class 2 contains 38137 members
Entering Unmasked Estep
Score: -4631270.000000 Penalty: 3622.144287
Iteration 9Q: 3 clusters Score -4631270 nChanged 2249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30699 members
Mstep: Class 2 contains 38522 members
Entering Unmasked Estep
Score: -4632057.500000 Penalty: 3622.144287
Iteration 10Q: 3 clusters Score -4632058 nChanged 1513
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30264 members
Mstep: Class 2 contains 38957 members
Entering Unmasked Estep
Score: -4632558.500000 Penalty: 3622.144287
Iteration 11Q: 3 clusters Score -4632558 nChanged 1224
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29856 members
Mstep: Class 2 contains 39365 members
Entering Unmasked Estep
Score: -4632879.500000 Penalty: 3622.144287
Iteration 12Q: 3 clusters Score -4632880 nChanged 1117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29423 members
Mstep: Class 2 contains 39798 members
Entering Unmasked Estep
Score: -4633185.500000 Penalty: 3622.144287
Iteration 13Q: 3 clusters Score -4633186 nChanged 993
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28958 members
Mstep: Class 2 contains 40263 members
Entering Unmasked Estep
Score: -4633480.500000 Penalty: 3622.144287
Iteration 14Q: 3 clusters Score -4633480 nChanged 980
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28414 members
Mstep: Class 2 contains 40807 members
Entering Unmasked Estep
Score: -4633791.500000 Penalty: 3622.144287
Iteration 15Q: 3 clusters Score -4633792 nChanged 986
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27796 members
Mstep: Class 2 contains 41425 members
Entering Unmasked Estep
Score: -4634073.500000 Penalty: 3622.144287
Iteration 16Q: 3 clusters Score -4634074 nChanged 973
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27095 members
Mstep: Class 2 contains 42126 members
Entering Unmasked Estep
Score: -4634465.000000 Penalty: 3622.144287
Iteration 17Q: 3 clusters Score -4634465 nChanged 990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26341 members
Mstep: Class 2 contains 42880 members
Entering Unmasked Estep
Score: -4634935.500000 Penalty: 3622.144287
Iteration 18Q: 3 clusters Score -4634936 nChanged 1097
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25490 members
Mstep: Class 2 contains 43731 members
Entering Unmasked Estep
Score: -4635705.500000 Penalty: 3622.144287
Iteration 19Q: 3 clusters Score -4635706 nChanged 1231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24551 members
Mstep: Class 2 contains 44670 members
Entering Unmasked Estep
Score: -4636713.500000 Penalty: 3622.144287
Iteration 20F: 3 clusters Score -4636714 nChanged 1358
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23571 members
Mstep: Class 2 contains 45650 members
Entering Unmasked Estep
Score: -4637795.000000 Penalty: 3622.144287
Iteration 21Q: 3 clusters Score -4637795 nChanged 1277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22634 members
Mstep: Class 2 contains 46587 members
Entering Unmasked Estep
Score: -4638590.000000 Penalty: 3622.144287
Iteration 22Q: 3 clusters Score -4638590 nChanged 1114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21832 members
Mstep: Class 2 contains 47389 members
Entering Unmasked Estep
Score: -4639126.500000 Penalty: 3622.144287
Iteration 23Q: 3 clusters Score -4639126 nChanged 969
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21087 members
Mstep: Class 2 contains 48134 members
Entering Unmasked Estep
Score: -4639540.000000 Penalty: 3622.144287
Iteration 24Q: 3 clusters Score -4639540 nChanged 812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20411 members
Mstep: Class 2 contains 48810 members
Entering Unmasked Estep
Score: -4639812.500000 Penalty: 3622.144287
Iteration 25Q: 3 clusters Score -4639812 nChanged 712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19801 members
Mstep: Class 2 contains 49420 members
Entering Unmasked Estep
Score: -4640003.000000 Penalty: 3622.144287
Iteration 26Q: 3 clusters Score -4640003 nChanged 603
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19260 members
Mstep: Class 2 contains 49961 members
Entering Unmasked Estep
Score: -4640127.000000 Penalty: 3622.144287
Iteration 27Q: 3 clusters Score -4640127 nChanged 511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18781 members
Mstep: Class 2 contains 50440 members
Entering Unmasked Estep
Score: -4640243.500000 Penalty: 3622.144287
Iteration 28Q: 3 clusters Score -4640244 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18364 members
Mstep: Class 2 contains 50857 members
Entering Unmasked Estep
Score: -4640306.500000 Penalty: 3622.144287
Iteration 29Q: 3 clusters Score -4640306 nChanged 419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17953 members
Mstep: Class 2 contains 51268 members
Entering Unmasked Estep
Score: -4640398.000000 Penalty: 3622.144287
Iteration 30Q: 3 clusters Score -4640398 nChanged 378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17589 members
Mstep: Class 2 contains 51632 members
Entering Unmasked Estep
Score: -4640471.000000 Penalty: 3622.144287
Iteration 31Q: 3 clusters Score -4640471 nChanged 336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17261 members
Mstep: Class 2 contains 51960 members
Entering Unmasked Estep
Score: -4640520.500000 Penalty: 3622.144287
Iteration 32Q: 3 clusters Score -4640520 nChanged 276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16985 members
Mstep: Class 2 contains 52236 members
Entering Unmasked Estep
Score: -4640567.000000 Penalty: 3622.144287
Iteration 33Q: 3 clusters Score -4640567 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16719 members
Mstep: Class 2 contains 52502 members
Entering Unmasked Estep
Score: -4640608.000000 Penalty: 3622.144287
Iteration 34Q: 3 clusters Score -4640608 nChanged 256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16463 members
Mstep: Class 2 contains 52758 members
Entering Unmasked Estep
Score: -4640626.000000 Penalty: 3622.144287
Iteration 35Q: 3 clusters Score -4640626 nChanged 239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16224 members
Mstep: Class 2 contains 52997 members
Entering Unmasked Estep
Score: -4640644.500000 Penalty: 3622.144287
Iteration 36Q: 3 clusters Score -4640644 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16014 members
Mstep: Class 2 contains 53207 members
Entering Unmasked Estep
Score: -4640655.000000 Penalty: 3622.144287
Iteration 37Q: 3 clusters Score -4640655 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15797 members
Mstep: Class 2 contains 53424 members
Entering Unmasked Estep
Score: -4640670.000000 Penalty: 3622.144287
Iteration 38Q: 3 clusters Score -4640670 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15618 members
Mstep: Class 2 contains 53603 members
Entering Unmasked Estep
Score: -4640686.500000 Penalty: 3622.144287
Iteration 39Q: 3 clusters Score -4640686 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15465 members
Mstep: Class 2 contains 53756 members
Entering Unmasked Estep
Score: -4640704.000000 Penalty: 3622.144287
Iteration 40F: 3 clusters Score -4640704 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15318 members
Mstep: Class 2 contains 53903 members
Entering Unmasked Estep
Score: -4640726.500000 Penalty: 3622.144287
Iteration 41Q: 3 clusters Score -4640726 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15181 members
Mstep: Class 2 contains 54040 members
Entering Unmasked Estep
Score: -4640741.000000 Penalty: 3622.144287
Iteration 42Q: 3 clusters Score -4640741 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15077 members
Mstep: Class 2 contains 54144 members
Entering Unmasked Estep
Score: -4640736.500000 Penalty: 3622.144287
Iteration 43Q: 3 clusters Score -4640736 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14996 members
Mstep: Class 2 contains 54225 members
Entering Unmasked Estep
Score: -4640733.000000 Penalty: 3622.144287
Iteration 44Q: 3 clusters Score -4640733 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14899 members
Mstep: Class 2 contains 54322 members
Entering Unmasked Estep
Score: -4640752.000000 Penalty: 3622.144287
Iteration 45Q: 3 clusters Score -4640752 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14802 members
Mstep: Class 2 contains 54419 members
Entering Unmasked Estep
Score: -4640781.000000 Penalty: 3622.144287
Iteration 46Q: 3 clusters Score -4640781 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14715 members
Mstep: Class 2 contains 54506 members
Entering Unmasked Estep
Score: -4640783.500000 Penalty: 3622.144287
Iteration 47Q: 3 clusters Score -4640784 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14621 members
Mstep: Class 2 contains 54600 members
Entering Unmasked Estep
Score: -4640776.000000 Penalty: 3622.144287
Iteration 48Q: 3 clusters Score -4640776 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14539 members
Mstep: Class 2 contains 54682 members
Entering Unmasked Estep
Score: -4640783.000000 Penalty: 3622.144287
Iteration 49Q: 3 clusters Score -4640783 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14446 members
Mstep: Class 2 contains 54775 members
Entering Unmasked Estep
Score: -4640780.000000 Penalty: 3622.144287
Iteration 50Q: 3 clusters Score -4640780 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14354 members
Mstep: Class 2 contains 54867 members
Entering Unmasked Estep
Score: -4640790.500000 Penalty: 3622.144287
Iteration 51Q: 3 clusters Score -4640790 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14262 members
Mstep: Class 2 contains 54959 members
Entering Unmasked Estep
Score: -4640793.500000 Penalty: 3622.144287
Iteration 52Q: 3 clusters Score -4640794 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14181 members
Mstep: Class 2 contains 55040 members
Entering Unmasked Estep
Score: -4640805.000000 Penalty: 3622.144287
Iteration 53Q: 3 clusters Score -4640805 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14107 members
Mstep: Class 2 contains 55114 members
Entering Unmasked Estep
Score: -4640819.500000 Penalty: 3622.144287
Iteration 54Q: 3 clusters Score -4640820 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14057 members
Mstep: Class 2 contains 55164 members
Entering Unmasked Estep
Score: -4640826.500000 Penalty: 3622.144287
Iteration 55Q: 3 clusters Score -4640826 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14019 members
Mstep: Class 2 contains 55202 members
Entering Unmasked Estep
Score: -4640830.500000 Penalty: 3622.144287
Iteration 56Q: 3 clusters Score -4640830 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13979 members
Mstep: Class 2 contains 55242 members
Entering Unmasked Estep
Score: -4640830.500000 Penalty: 3622.144287
Iteration 57Q: 3 clusters Score -4640830 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13939 members
Mstep: Class 2 contains 55282 members
Entering Unmasked Estep
Score: -4640839.500000 Penalty: 3622.144287
Iteration 58Q: 3 clusters Score -4640840 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13905 members
Mstep: Class 2 contains 55316 members
Entering Unmasked Estep
Score: -4640833.500000 Penalty: 3622.144287
Iteration 59Q: 3 clusters Score -4640834 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13869 members
Mstep: Class 2 contains 55352 members
Entering Unmasked Estep
Score: -4640830.500000 Penalty: 3622.144287
Iteration 60F: 3 clusters Score -4640830 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13836 members
Mstep: Class 2 contains 55385 members
Entering Unmasked Estep
Score: -4640830.500000 Penalty: 3622.144287
Iteration 61Q: 3 clusters Score -4640830 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13808 members
Mstep: Class 2 contains 55413 members
Entering Unmasked Estep
Score: -4640829.000000 Penalty: 3622.144287
Iteration 62Q: 3 clusters Score -4640829 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13781 members
Mstep: Class 2 contains 55440 members
Entering Unmasked Estep
Score: -4640823.500000 Penalty: 3622.144287
Iteration 63Q: 3 clusters Score -4640824 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13759 members
Mstep: Class 2 contains 55462 members
Entering Unmasked Estep
Score: -4640823.000000 Penalty: 3622.144287
Iteration 64Q: 3 clusters Score -4640823 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13743 members
Mstep: Class 2 contains 55478 members
Entering Unmasked Estep
Score: -4640834.000000 Penalty: 3622.144287
Iteration 65Q: 3 clusters Score -4640834 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13717 members
Mstep: Class 2 contains 55504 members
Entering Unmasked Estep
Score: -4640844.500000 Penalty: 3622.144287
Iteration 66Q: 3 clusters Score -4640844 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13689 members
Mstep: Class 2 contains 55532 members
Entering Unmasked Estep
Score: -4640841.500000 Penalty: 3622.144287
Iteration 67Q: 3 clusters Score -4640842 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13663 members
Mstep: Class 2 contains 55558 members
Entering Unmasked Estep
Score: -4640839.500000 Penalty: 3622.144287
Iteration 68Q: 3 clusters Score -4640840 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13629 members
Mstep: Class 2 contains 55592 members
Entering Unmasked Estep
Score: -4640849.500000 Penalty: 3622.144287
Iteration 69Q: 3 clusters Score -4640850 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13600 members
Mstep: Class 2 contains 55621 members
Entering Unmasked Estep
Score: -4640845.000000 Penalty: 3622.144287
Iteration 70Q: 3 clusters Score -4640845 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13569 members
Mstep: Class 2 contains 55652 members
Entering Unmasked Estep
Score: -4640840.000000 Penalty: 3622.144287
Iteration 71Q: 3 clusters Score -4640840 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13547 members
Mstep: Class 2 contains 55674 members
Entering Unmasked Estep
Score: -4640839.500000 Penalty: 3622.144287
Iteration 72Q: 3 clusters Score -4640840 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13526 members
Mstep: Class 2 contains 55695 members
Entering Unmasked Estep
Score: -4640833.500000 Penalty: 3622.144287
Iteration 73Q: 3 clusters Score -4640834 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13514 members
Mstep: Class 2 contains 55707 members
Entering Unmasked Estep
Score: -4640838.000000 Penalty: 3622.144287
Iteration 74Q: 3 clusters Score -4640838 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13507 members
Mstep: Class 2 contains 55714 members
Entering Unmasked Estep
Score: -4640839.500000 Penalty: 3622.144287
Iteration 75Q: 3 clusters Score -4640840 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13501 members
Mstep: Class 2 contains 55720 members
Entering Unmasked Estep
Score: -4640845.000000 Penalty: 3622.144287
Iteration 76Q: 3 clusters Score -4640845 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13493 members
Mstep: Class 2 contains 55728 members
Entering Unmasked Estep
Score: -4640842.500000 Penalty: 3622.144287
Iteration 77Q: 3 clusters Score -4640842 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13483 members
Mstep: Class 2 contains 55738 members
Entering Unmasked Estep
Score: -4640841.000000 Penalty: 3622.144287
Iteration 78Q: 3 clusters Score -4640841 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13472 members
Mstep: Class 2 contains 55749 members
Entering Unmasked Estep
Score: -4640844.000000 Penalty: 3622.144287
Iteration 79Q: 3 clusters Score -4640844 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13463 members
Mstep: Class 2 contains 55758 members
Entering Unmasked Estep
Score: -4640840.500000 Penalty: 3622.144287
Iteration 80F: 3 clusters Score -4640840 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13455 members
Mstep: Class 2 contains 55766 members
Entering Unmasked Estep
Score: -4640839.000000 Penalty: 3622.144287
Iteration 81Q: 3 clusters Score -4640839 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13446 members
Mstep: Class 2 contains 55775 members
Entering Unmasked Estep
Score: -4640833.500000 Penalty: 3622.144287
Iteration 82Q: 3 clusters Score -4640834 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13434 members
Mstep: Class 2 contains 55787 members
Entering Unmasked Estep
Score: -4640825.500000 Penalty: 3622.144287
Iteration 83Q: 3 clusters Score -4640826 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13426 members
Mstep: Class 2 contains 55795 members
Entering Unmasked Estep
Score: -4640830.000000 Penalty: 3622.144287
Iteration 84Q: 3 clusters Score -4640830 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13421 members
Mstep: Class 2 contains 55800 members
Entering Unmasked Estep
Score: -4640828.000000 Penalty: 3622.144287
Iteration 85Q: 3 clusters Score -4640828 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13416 members
Mstep: Class 2 contains 55805 members
Entering Unmasked Estep
Score: -4640827.000000 Penalty: 3622.144287
Iteration 86Q: 3 clusters Score -4640827 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13409 members
Mstep: Class 2 contains 55812 members
Entering Unmasked Estep
Score: -4640826.000000 Penalty: 3622.144287
Iteration 87Q: 3 clusters Score -4640826 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13405 members
Mstep: Class 2 contains 55816 members
Entering Unmasked Estep
Score: -4640828.500000 Penalty: 3622.144287
Iteration 88Q: 3 clusters Score -4640828 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13400 members
Mstep: Class 2 contains 55821 members
Entering Unmasked Estep
Score: -4640827.000000 Penalty: 3622.144287
Iteration 89Q: 3 clusters Score -4640827 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13390 members
Mstep: Class 2 contains 55831 members
Entering Unmasked Estep
Score: -4640822.500000 Penalty: 3622.144287
Iteration 90Q: 3 clusters Score -4640822 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13380 members
Mstep: Class 2 contains 55841 members
Entering Unmasked Estep
Score: -4640822.500000 Penalty: 3622.144287
Iteration 91Q: 3 clusters Score -4640822 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13371 members
Mstep: Class 2 contains 55850 members
Entering Unmasked Estep
Score: -4640818.500000 Penalty: 3622.144287
Iteration 92Q: 3 clusters Score -4640818 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13365 members
Mstep: Class 2 contains 55856 members
Entering Unmasked Estep
Score: -4640820.500000 Penalty: 3622.144287
Iteration 93Q: 3 clusters Score -4640820 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13360 members
Mstep: Class 2 contains 55861 members
Entering Unmasked Estep
Score: -4640821.500000 Penalty: 3622.144287
Iteration 94Q: 3 clusters Score -4640822 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13357 members
Mstep: Class 2 contains 55864 members
Entering Unmasked Estep
Score: -4640820.000000 Penalty: 3622.144287
Iteration 95Q: 3 clusters Score -4640820 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13353 members
Mstep: Class 2 contains 55868 members
Entering Unmasked Estep
Score: -4640823.500000 Penalty: 3622.144287
Iteration 96Q: 3 clusters Score -4640824 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13350 members
Mstep: Class 2 contains 55871 members
Entering Unmasked Estep
Score: -4640823.000000 Penalty: 3622.144287
Iteration 97Q: 3 clusters Score -4640823 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13348 members
Mstep: Class 2 contains 55873 members
Entering Unmasked Estep
Score: -4640828.500000 Penalty: 3622.144287
Iteration 98Q: 3 clusters Score -4640828 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13347 members
Mstep: Class 2 contains 55874 members
Entering Unmasked Estep
Score: -4640825.000000 Penalty: 3622.144287
Iteration 99Q: 3 clusters Score -4640825 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13346 members
Mstep: Class 2 contains 55875 members
Entering Unmasked Estep
Score: -4640828.500000 Penalty: 3622.144287
Iteration 100F: 3 clusters Score -4640828 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13345 members
Mstep: Class 2 contains 55876 members
Entering Unmasked Estep
Score: -4640827.000000 Penalty: 3622.144287
Iteration 101Q: 3 clusters Score -4640827 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13343 members
Mstep: Class 2 contains 55878 members
Entering Unmasked Estep
Score: -4640826.500000 Penalty: 3622.144287
Iteration 102Q: 3 clusters Score -4640826 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13341 members
Mstep: Class 2 contains 55880 members
Entering Unmasked Estep
Score: -4640830.000000 Penalty: 3622.144287
Iteration 103Q: 3 clusters Score -4640830 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13336 members
Mstep: Class 2 contains 55885 members
Entering Unmasked Estep
Score: -4640831.500000 Penalty: 3622.144287
Iteration 104Q: 3 clusters Score -4640832 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13333 members
Mstep: Class 2 contains 55888 members
Entering Unmasked Estep
Score: -4640829.500000 Penalty: 3622.144287
Iteration 105Q: 3 clusters Score -4640830 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13332 members
Mstep: Class 2 contains 55889 members
Entering Unmasked Estep
Score: -4640830.500000 Penalty: 3622.144287
Iteration 106Q: 3 clusters Score -4640830 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13331 members
Mstep: Class 2 contains 55890 members
Entering Unmasked Estep
Score: -4640829.000000 Penalty: 3622.144287
Iteration 107Q: 3 clusters Score -4640829 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 55893 members
Entering Unmasked Estep
Score: -4640829.500000 Penalty: 3622.144287
Iteration 108Q: 3 clusters Score -4640830 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 55893 members
Entering Unmasked Estep
Score: -4640829.500000 Penalty: 3622.144287
Iteration 109F: 3 clusters Score -4640830 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 2700 members
Mstep: Class 3 contains 13650 members
Mstep: Class 4 contains 25227 members
Mstep: Class 5 contains 17790 members
Mstep: Class 6 contains 7693 members
Mstep: Class 7 contains 132246 members
Mstep: Class 8 contains 6090 members
Mstep: Class 9 contains 24882 members
Mstep: Class 10 contains 98394 members
Mstep: Class 11 contains 55893 members
Mstep: Class 12 contains 40551 members
Mstep: Class 13 contains 1364 members
Mstep: Class 14 contains 203136 members
Mstep: Class 15 contains 1320 members
Mstep: Class 17 contains 3340 members
Mstep: Class 18 contains 1596 members
Entering Unmasked Estep
Score: -41939736.000000 Penalty: 36972.296875
Splitting cluster 1 changes total score from -41937372.000000 to -41939736.000000
So it's getting split into cluster 11.
Entering ConstructFrom:
Trying to split cluster 2 (2700 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2700 members
Entering Unmasked Estep
Score: -193047.421875 Penalty: 1283.913696
Iteration 0F: 2 clusters Score -193047.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1340 members
Mstep: Class 2 contains 1360 members
Entering Unmasked Estep
Score: -190467.359375 Penalty: 2567.827393
Iteration 0F: 3 clusters Score -190467.4 nChanged 996
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1330 members
Mstep: Class 2 contains 1370 members
Entering Unmasked Estep
Score: -191012.156250 Penalty: 2567.827393
Iteration 1F: 3 clusters Score -191012.2 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1316 members
Mstep: Class 2 contains 1384 members
Entering Unmasked Estep
Score: -191109.390625 Penalty: 2567.827393
Iteration 2F: 3 clusters Score -191109.4 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1295 members
Mstep: Class 2 contains 1405 members
Entering Unmasked Estep
Score: -191184.953125 Penalty: 2567.827393
Iteration 3Q: 3 clusters Score -191185 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1282 members
Mstep: Class 2 contains 1418 members
Entering Unmasked Estep
Score: -191238.640625 Penalty: 2567.827393
Iteration 4Q: 3 clusters Score -191238.6 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1277 members
Mstep: Class 2 contains 1423 members
Entering Unmasked Estep
Score: -191275.718750 Penalty: 2567.827393
Iteration 5Q: 3 clusters Score -191275.7 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1267 members
Mstep: Class 2 contains 1433 members
Entering Unmasked Estep
Score: -191300.093750 Penalty: 2567.827393
Iteration 6Q: 3 clusters Score -191300.1 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1253 members
Mstep: Class 2 contains 1447 members
Entering Unmasked Estep
Score: -191321.093750 Penalty: 2567.827393
Iteration 7Q: 3 clusters Score -191321.1 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1244 members
Mstep: Class 2 contains 1456 members
Entering Unmasked Estep
Score: -191346.640625 Penalty: 2567.827393
Iteration 8Q: 3 clusters Score -191346.6 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1237 members
Mstep: Class 2 contains 1463 members
Entering Unmasked Estep
Score: -191369.406250 Penalty: 2567.827393
Iteration 9Q: 3 clusters Score -191369.4 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1235 members
Mstep: Class 2 contains 1465 members
Entering Unmasked Estep
Score: -191388.546875 Penalty: 2567.827393
Iteration 10Q: 3 clusters Score -191388.5 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1235 members
Mstep: Class 2 contains 1465 members
Entering Unmasked Estep
Score: -191398.812500 Penalty: 2567.827393
Iteration 11Q: 3 clusters Score -191398.8 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1236 members
Mstep: Class 2 contains 1464 members
Entering Unmasked Estep
Score: -191406.046875 Penalty: 2567.827393
Iteration 12Q: 3 clusters Score -191406 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1230 members
Mstep: Class 2 contains 1470 members
Entering Unmasked Estep
Score: -191411.296875 Penalty: 2567.827393
Iteration 13Q: 3 clusters Score -191411.3 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1223 members
Mstep: Class 2 contains 1477 members
Entering Unmasked Estep
Score: -191417.234375 Penalty: 2567.827393
Iteration 14Q: 3 clusters Score -191417.2 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1212 members
Mstep: Class 2 contains 1488 members
Entering Unmasked Estep
Score: -191424.609375 Penalty: 2567.827393
Iteration 15Q: 3 clusters Score -191424.6 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1200 members
Mstep: Class 2 contains 1500 members
Entering Unmasked Estep
Score: -191435.781250 Penalty: 2567.827393
Iteration 16Q: 3 clusters Score -191435.8 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1194 members
Mstep: Class 2 contains 1506 members
Entering Unmasked Estep
Score: -191444.390625 Penalty: 2567.827393
Iteration 17Q: 3 clusters Score -191444.4 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1187 members
Mstep: Class 2 contains 1513 members
Entering Unmasked Estep
Score: -191451.640625 Penalty: 2567.827393
Iteration 18Q: 3 clusters Score -191451.6 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1175 members
Mstep: Class 2 contains 1525 members
Entering Unmasked Estep
Score: -191457.593750 Penalty: 2567.827393
Iteration 19Q: 3 clusters Score -191457.6 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1168 members
Mstep: Class 2 contains 1532 members
Entering Unmasked Estep
Score: -191467.093750 Penalty: 2567.827393
Iteration 20F: 3 clusters Score -191467.1 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1156 members
Mstep: Class 2 contains 1544 members
Entering Unmasked Estep
Score: -191475.234375 Penalty: 2567.827393
Iteration 21Q: 3 clusters Score -191475.2 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1150 members
Mstep: Class 2 contains 1550 members
Entering Unmasked Estep
Score: -191481.578125 Penalty: 2567.827393
Iteration 22Q: 3 clusters Score -191481.6 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1146 members
Mstep: Class 2 contains 1554 members
Entering Unmasked Estep
Score: -191489.859375 Penalty: 2567.827393
Iteration 23Q: 3 clusters Score -191489.9 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1134 members
Mstep: Class 2 contains 1566 members
Entering Unmasked Estep
Score: -191496.328125 Penalty: 2567.827393
Iteration 24Q: 3 clusters Score -191496.3 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1119 members
Mstep: Class 2 contains 1581 members
Entering Unmasked Estep
Score: -191504.937500 Penalty: 2567.827393
Iteration 25Q: 3 clusters Score -191504.9 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1101 members
Mstep: Class 2 contains 1599 members
Entering Unmasked Estep
Score: -191512.687500 Penalty: 2567.827393
Iteration 26Q: 3 clusters Score -191512.7 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1085 members
Mstep: Class 2 contains 1615 members
Entering Unmasked Estep
Score: -191520.843750 Penalty: 2567.827393
Iteration 27Q: 3 clusters Score -191520.8 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1070 members
Mstep: Class 2 contains 1630 members
Entering Unmasked Estep
Score: -191533.093750 Penalty: 2567.827393
Iteration 28Q: 3 clusters Score -191533.1 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1050 members
Mstep: Class 2 contains 1650 members
Entering Unmasked Estep
Score: -191541.250000 Penalty: 2567.827393
Iteration 29Q: 3 clusters Score -191541.2 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1037 members
Mstep: Class 2 contains 1663 members
Entering Unmasked Estep
Score: -191549.343750 Penalty: 2567.827393
Iteration 30Q: 3 clusters Score -191549.3 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1024 members
Mstep: Class 2 contains 1676 members
Entering Unmasked Estep
Score: -191555.328125 Penalty: 2567.827393
Iteration 31Q: 3 clusters Score -191555.3 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1011 members
Mstep: Class 2 contains 1689 members
Entering Unmasked Estep
Score: -191561.531250 Penalty: 2567.827393
Iteration 32Q: 3 clusters Score -191561.5 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 994 members
Mstep: Class 2 contains 1706 members
Entering Unmasked Estep
Score: -191567.828125 Penalty: 2567.827393
Iteration 33Q: 3 clusters Score -191567.8 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 980 members
Mstep: Class 2 contains 1720 members
Entering Unmasked Estep
Score: -191575.390625 Penalty: 2567.827393
Iteration 34Q: 3 clusters Score -191575.4 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 965 members
Mstep: Class 2 contains 1735 members
Entering Unmasked Estep
Score: -191584.390625 Penalty: 2567.827393
Iteration 35Q: 3 clusters Score -191584.4 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 958 members
Mstep: Class 2 contains 1742 members
Entering Unmasked Estep
Score: -191589.406250 Penalty: 2567.827393
Iteration 36Q: 3 clusters Score -191589.4 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 950 members
Mstep: Class 2 contains 1750 members
Entering Unmasked Estep
Score: -191594.781250 Penalty: 2567.827393
Iteration 37Q: 3 clusters Score -191594.8 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 936 members
Mstep: Class 2 contains 1764 members
Entering Unmasked Estep
Score: -191601.640625 Penalty: 2567.827393
Iteration 38Q: 3 clusters Score -191601.6 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 925 members
Mstep: Class 2 contains 1775 members
Entering Unmasked Estep
Score: -191605.546875 Penalty: 2567.827393
Iteration 39Q: 3 clusters Score -191605.5 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 912 members
Mstep: Class 2 contains 1788 members
Entering Unmasked Estep
Score: -191611.171875 Penalty: 2567.827393
Iteration 40F: 3 clusters Score -191611.2 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 893 members
Mstep: Class 2 contains 1807 members
Entering Unmasked Estep
Score: -191619.843750 Penalty: 2567.827393
Iteration 41Q: 3 clusters Score -191619.8 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 876 members
Mstep: Class 2 contains 1824 members
Entering Unmasked Estep
Score: -191626.796875 Penalty: 2567.827393
Iteration 42Q: 3 clusters Score -191626.8 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 866 members
Mstep: Class 2 contains 1834 members
Entering Unmasked Estep
Score: -191632.546875 Penalty: 2567.827393
Iteration 43Q: 3 clusters Score -191632.5 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 852 members
Mstep: Class 2 contains 1848 members
Entering Unmasked Estep
Score: -191638.484375 Penalty: 2567.827393
Iteration 44Q: 3 clusters Score -191638.5 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 839 members
Mstep: Class 2 contains 1861 members
Entering Unmasked Estep
Score: -191647.328125 Penalty: 2567.827393
Iteration 45Q: 3 clusters Score -191647.3 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 817 members
Mstep: Class 2 contains 1883 members
Entering Unmasked Estep
Score: -191656.265625 Penalty: 2567.827393
Iteration 46Q: 3 clusters Score -191656.3 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 801 members
Mstep: Class 2 contains 1899 members
Entering Unmasked Estep
Score: -191664.843750 Penalty: 2567.827393
Iteration 47Q: 3 clusters Score -191664.8 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 783 members
Mstep: Class 2 contains 1917 members
Entering Unmasked Estep
Score: -191676.406250 Penalty: 2567.827393
Iteration 48Q: 3 clusters Score -191676.4 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 764 members
Mstep: Class 2 contains 1936 members
Entering Unmasked Estep
Score: -191687.312500 Penalty: 2567.827393
Iteration 49Q: 3 clusters Score -191687.3 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 747 members
Mstep: Class 2 contains 1953 members
Entering Unmasked Estep
Score: -191703.109375 Penalty: 2567.827393
Iteration 50Q: 3 clusters Score -191703.1 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 725 members
Mstep: Class 2 contains 1975 members
Entering Unmasked Estep
Score: -191719.125000 Penalty: 2567.827393
Iteration 51Q: 3 clusters Score -191719.1 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 705 members
Mstep: Class 2 contains 1995 members
Entering Unmasked Estep
Score: -191733.250000 Penalty: 2567.827393
Iteration 52Q: 3 clusters Score -191733.2 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 677 members
Mstep: Class 2 contains 2023 members
Entering Unmasked Estep
Score: -191748.546875 Penalty: 2567.827393
Iteration 53Q: 3 clusters Score -191748.5 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 663 members
Mstep: Class 2 contains 2037 members
Entering Unmasked Estep
Score: -191755.250000 Penalty: 2567.827393
Iteration 54Q: 3 clusters Score -191755.2 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 653 members
Mstep: Class 2 contains 2047 members
Entering Unmasked Estep
Score: -191761.484375 Penalty: 2567.827393
Iteration 55Q: 3 clusters Score -191761.5 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 636 members
Mstep: Class 2 contains 2064 members
Entering Unmasked Estep
Score: -191772.671875 Penalty: 2567.827393
Iteration 56Q: 3 clusters Score -191772.7 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 623 members
Mstep: Class 2 contains 2077 members
Entering Unmasked Estep
Score: -191780.984375 Penalty: 2567.827393
Iteration 57Q: 3 clusters Score -191781 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 612 members
Mstep: Class 2 contains 2088 members
Entering Unmasked Estep
Score: -191788.328125 Penalty: 2567.827393
Iteration 58Q: 3 clusters Score -191788.3 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 600 members
Mstep: Class 2 contains 2100 members
Entering Unmasked Estep
Score: -191796.125000 Penalty: 2567.827393
Iteration 59Q: 3 clusters Score -191796.1 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 586 members
Mstep: Class 2 contains 2114 members
Entering Unmasked Estep
Score: -191803.093750 Penalty: 2567.827393
Iteration 60F: 3 clusters Score -191803.1 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 582 members
Mstep: Class 2 contains 2118 members
Entering Unmasked Estep
Score: -191808.843750 Penalty: 2567.827393
Iteration 61Q: 3 clusters Score -191808.8 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 575 members
Mstep: Class 2 contains 2125 members
Entering Unmasked Estep
Score: -191816.437500 Penalty: 2567.827393
Iteration 62Q: 3 clusters Score -191816.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 566 members
Mstep: Class 2 contains 2134 members
Entering Unmasked Estep
Score: -191820.406250 Penalty: 2567.827393
Iteration 63Q: 3 clusters Score -191820.4 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 560 members
Mstep: Class 2 contains 2140 members
Entering Unmasked Estep
Score: -191822.953125 Penalty: 2567.827393
Iteration 64Q: 3 clusters Score -191823 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 556 members
Mstep: Class 2 contains 2144 members
Entering Unmasked Estep
Score: -191824.625000 Penalty: 2567.827393
Iteration 65Q: 3 clusters Score -191824.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 554 members
Mstep: Class 2 contains 2146 members
Entering Unmasked Estep
Score: -191825.343750 Penalty: 2567.827393
Iteration 66Q: 3 clusters Score -191825.3 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 555 members
Mstep: Class 2 contains 2145 members
Entering Unmasked Estep
Score: -191827.359375 Penalty: 2567.827393
Iteration 67Q: 3 clusters Score -191827.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 553 members
Mstep: Class 2 contains 2147 members
Entering Unmasked Estep
Score: -191827.968750 Penalty: 2567.827393
Iteration 68Q: 3 clusters Score -191828 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 548 members
Mstep: Class 2 contains 2152 members
Entering Unmasked Estep
Score: -191830.312500 Penalty: 2567.827393
Iteration 69Q: 3 clusters Score -191830.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 544 members
Mstep: Class 2 contains 2156 members
Entering Unmasked Estep
Score: -191832.265625 Penalty: 2567.827393
Iteration 70Q: 3 clusters Score -191832.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 541 members
Mstep: Class 2 contains 2159 members
Entering Unmasked Estep
Score: -191833.593750 Penalty: 2567.827393
Iteration 71Q: 3 clusters Score -191833.6 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 536 members
Mstep: Class 2 contains 2164 members
Entering Unmasked Estep
Score: -191837.468750 Penalty: 2567.827393
Iteration 72Q: 3 clusters Score -191837.5 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 530 members
Mstep: Class 2 contains 2170 members
Entering Unmasked Estep
Score: -191840.031250 Penalty: 2567.827393
Iteration 73Q: 3 clusters Score -191840 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 527 members
Mstep: Class 2 contains 2173 members
Entering Unmasked Estep
Score: -191841.140625 Penalty: 2567.827393
Iteration 74Q: 3 clusters Score -191841.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 524 members
Mstep: Class 2 contains 2176 members
Entering Unmasked Estep
Score: -191842.468750 Penalty: 2567.827393
Iteration 75Q: 3 clusters Score -191842.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 520 members
Mstep: Class 2 contains 2180 members
Entering Unmasked Estep
Score: -191844.468750 Penalty: 2567.827393
Iteration 76Q: 3 clusters Score -191844.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 520 members
Mstep: Class 2 contains 2180 members
Entering Unmasked Estep
Score: -191846.140625 Penalty: 2567.827393
Iteration 77Q: 3 clusters Score -191846.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 516 members
Mstep: Class 2 contains 2184 members
Entering Unmasked Estep
Score: -191847.953125 Penalty: 2567.827393
Iteration 78Q: 3 clusters Score -191848 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 515 members
Mstep: Class 2 contains 2185 members
Entering Unmasked Estep
Score: -191847.968750 Penalty: 2567.827393
Iteration 79Q: 3 clusters Score -191848 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 513 members
Mstep: Class 2 contains 2187 members
Entering Unmasked Estep
Score: -191848.375000 Penalty: 2567.827393
Iteration 80F: 3 clusters Score -191848.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 512 members
Mstep: Class 2 contains 2188 members
Entering Unmasked Estep
Score: -191849.281250 Penalty: 2567.827393
Iteration 81Q: 3 clusters Score -191849.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 512 members
Mstep: Class 2 contains 2188 members
Entering Unmasked Estep
Score: -191849.281250 Penalty: 2567.827393
Iteration 82F: 3 clusters Score -191849.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (13650 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13650 members
Entering Unmasked Estep
Score: -878536.750000 Penalty: 1547.242920
Iteration 0F: 2 clusters Score -878536.8 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6693 members
Mstep: Class 2 contains 6957 members
Entering Unmasked Estep
Score: -869060.187500 Penalty: 3094.485840
Iteration 0F: 3 clusters Score -869060.2 nChanged 5999
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6046 members
Mstep: Class 2 contains 7604 members
Entering Unmasked Estep
Score: -872342.125000 Penalty: 3094.485840
Iteration 1F: 3 clusters Score -872342.1 nChanged 902
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5614 members
Mstep: Class 2 contains 8036 members
Entering Unmasked Estep
Score: -872925.750000 Penalty: 3094.485840
Iteration 2F: 3 clusters Score -872925.8 nChanged 1004
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5014 members
Mstep: Class 2 contains 8636 members
Entering Unmasked Estep
Score: -873703.437500 Penalty: 3094.485840
Iteration 3F: 3 clusters Score -873703.4 nChanged 1153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4273 members
Mstep: Class 2 contains 9377 members
Entering Unmasked Estep
Score: -874787.562500 Penalty: 3094.485840
Iteration 4F: 3 clusters Score -874787.6 nChanged 1119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3558 members
Mstep: Class 2 contains 10092 members
Entering Unmasked Estep
Score: -875865.937500 Penalty: 3094.485840
Iteration 5F: 3 clusters Score -875865.9 nChanged 938
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3004 members
Mstep: Class 2 contains 10646 members
Entering Unmasked Estep
Score: -876748.312500 Penalty: 3094.485840
Iteration 6F: 3 clusters Score -876748.3 nChanged 629
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2667 members
Mstep: Class 2 contains 10983 members
Entering Unmasked Estep
Score: -877349.187500 Penalty: 3094.485840
Iteration 7Q: 3 clusters Score -877349.2 nChanged 361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2492 members
Mstep: Class 2 contains 11158 members
Entering Unmasked Estep
Score: -877645.375000 Penalty: 3094.485840
Iteration 8Q: 3 clusters Score -877645.4 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2389 members
Mstep: Class 2 contains 11261 members
Entering Unmasked Estep
Score: -877759.687500 Penalty: 3094.485840
Iteration 9Q: 3 clusters Score -877759.7 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2321 members
Mstep: Class 2 contains 11329 members
Entering Unmasked Estep
Score: -877806.937500 Penalty: 3094.485840
Iteration 10Q: 3 clusters Score -877806.9 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2266 members
Mstep: Class 2 contains 11384 members
Entering Unmasked Estep
Score: -877840.437500 Penalty: 3094.485840
Iteration 11Q: 3 clusters Score -877840.4 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2213 members
Mstep: Class 2 contains 11437 members
Entering Unmasked Estep
Score: -877862.812500 Penalty: 3094.485840
Iteration 12Q: 3 clusters Score -877862.8 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2164 members
Mstep: Class 2 contains 11486 members
Entering Unmasked Estep
Score: -877876.312500 Penalty: 3094.485840
Iteration 13Q: 3 clusters Score -877876.3 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2133 members
Mstep: Class 2 contains 11517 members
Entering Unmasked Estep
Score: -877882.250000 Penalty: 3094.485840
Iteration 14Q: 3 clusters Score -877882.2 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2114 members
Mstep: Class 2 contains 11536 members
Entering Unmasked Estep
Score: -877886.437500 Penalty: 3094.485840
Iteration 15Q: 3 clusters Score -877886.4 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2103 members
Mstep: Class 2 contains 11547 members
Entering Unmasked Estep
Score: -877890.625000 Penalty: 3094.485840
Iteration 16Q: 3 clusters Score -877890.6 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2093 members
Mstep: Class 2 contains 11557 members
Entering Unmasked Estep
Score: -877888.875000 Penalty: 3094.485840
Iteration 17Q: 3 clusters Score -877888.9 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2083 members
Mstep: Class 2 contains 11567 members
Entering Unmasked Estep
Score: -877893.375000 Penalty: 3094.485840
Iteration 18Q: 3 clusters Score -877893.4 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2071 members
Mstep: Class 2 contains 11579 members
Entering Unmasked Estep
Score: -877895.375000 Penalty: 3094.485840
Iteration 19Q: 3 clusters Score -877895.4 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2058 members
Mstep: Class 2 contains 11592 members
Entering Unmasked Estep
Score: -877895.187500 Penalty: 3094.485840
Iteration 20F: 3 clusters Score -877895.2 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2046 members
Mstep: Class 2 contains 11604 members
Entering Unmasked Estep
Score: -877898.875000 Penalty: 3094.485840
Iteration 21Q: 3 clusters Score -877898.9 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2035 members
Mstep: Class 2 contains 11615 members
Entering Unmasked Estep
Score: -877900.125000 Penalty: 3094.485840
Iteration 22Q: 3 clusters Score -877900.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2029 members
Mstep: Class 2 contains 11621 members
Entering Unmasked Estep
Score: -877904.562500 Penalty: 3094.485840
Iteration 23Q: 3 clusters Score -877904.6 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2023 members
Mstep: Class 2 contains 11627 members
Entering Unmasked Estep
Score: -877904.125000 Penalty: 3094.485840
Iteration 24Q: 3 clusters Score -877904.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2020 members
Mstep: Class 2 contains 11630 members
Entering Unmasked Estep
Score: -877905.250000 Penalty: 3094.485840
Iteration 25Q: 3 clusters Score -877905.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2019 members
Mstep: Class 2 contains 11631 members
Entering Unmasked Estep
Score: -877905.562500 Penalty: 3094.485840
Iteration 26Q: 3 clusters Score -877905.6 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2019 members
Mstep: Class 2 contains 11631 members
Entering Unmasked Estep
Score: -877905.562500 Penalty: 3094.485840
Iteration 27F: 3 clusters Score -877905.6 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (25227 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25227 members
Entering Unmasked Estep
Score: -1739192.875000 Penalty: 1647.046387
Iteration 0F: 2 clusters Score -1739193 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12436 members
Mstep: Class 2 contains 12791 members
Entering Unmasked Estep
Score: -1722009.500000 Penalty: 3294.092773
Iteration 0F: 3 clusters Score -1722010 nChanged 11608
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11382 members
Mstep: Class 2 contains 13845 members
Entering Unmasked Estep
Score: -1728775.125000 Penalty: 3294.092773
Iteration 1F: 3 clusters Score -1728775 nChanged 1252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10806 members
Mstep: Class 2 contains 14421 members
Entering Unmasked Estep
Score: -1729311.250000 Penalty: 3294.092773
Iteration 2Q: 3 clusters Score -1729311 nChanged 1226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10040 members
Mstep: Class 2 contains 15187 members
Entering Unmasked Estep
Score: -1729894.250000 Penalty: 3294.092773
Iteration 3Q: 3 clusters Score -1729894 nChanged 1280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9062 members
Mstep: Class 2 contains 16165 members
Entering Unmasked Estep
Score: -1730632.125000 Penalty: 3294.092773
Iteration 4F: 3 clusters Score -1730632 nChanged 1365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7883 members
Mstep: Class 2 contains 17344 members
Entering Unmasked Estep
Score: -1731455.000000 Penalty: 3294.092773
Iteration 5F: 3 clusters Score -1731455 nChanged 1444
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6527 members
Mstep: Class 2 contains 18700 members
Entering Unmasked Estep
Score: -1732445.750000 Penalty: 3294.092773
Iteration 6F: 3 clusters Score -1732446 nChanged 1520
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5045 members
Mstep: Class 2 contains 20182 members
Entering Unmasked Estep
Score: -1733609.625000 Penalty: 3294.092773
Iteration 7F: 3 clusters Score -1733610 nChanged 1475
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3582 members
Mstep: Class 2 contains 21645 members
Entering Unmasked Estep
Score: -1734816.875000 Penalty: 3294.092773
Iteration 8F: 3 clusters Score -1734817 nChanged 1301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2287 members
Mstep: Class 2 contains 22940 members
Entering Unmasked Estep
Score: -1735917.000000 Penalty: 3294.092773
Iteration 9F: 3 clusters Score -1735917 nChanged 943
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1348 members
Mstep: Class 2 contains 23879 members
Entering Unmasked Estep
Score: -1736723.875000 Penalty: 3294.092773
Iteration 10Q: 3 clusters Score -1736724 nChanged 534
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 824 members
Mstep: Class 2 contains 24403 members
Entering Unmasked Estep
Score: -1737186.125000 Penalty: 3294.092773
Iteration 11Q: 3 clusters Score -1737186 nChanged 277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 561 members
Mstep: Class 2 contains 24666 members
Entering Unmasked Estep
Score: -1737430.625000 Penalty: 3294.092773
Iteration 12Q: 3 clusters Score -1737431 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 420 members
Mstep: Class 2 contains 24807 members
Entering Unmasked Estep
Score: -1737587.250000 Penalty: 3294.092773
Iteration 13Q: 3 clusters Score -1737587 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 363 members
Mstep: Class 2 contains 24864 members
Entering Unmasked Estep
Score: -1737646.750000 Penalty: 3294.092773
Iteration 14Q: 3 clusters Score -1737647 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 331 members
Mstep: Class 2 contains 24896 members
Entering Unmasked Estep
Score: -1737681.625000 Penalty: 3294.092773
Iteration 15Q: 3 clusters Score -1737682 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 319 members
Mstep: Class 2 contains 24908 members
Entering Unmasked Estep
Score: -1737694.625000 Penalty: 3294.092773
Iteration 16Q: 3 clusters Score -1737695 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 304 members
Mstep: Class 2 contains 24923 members
Entering Unmasked Estep
Score: -1737710.500000 Penalty: 3294.092773
Iteration 17Q: 3 clusters Score -1737710 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 292 members
Mstep: Class 2 contains 24935 members
Entering Unmasked Estep
Score: -1737722.625000 Penalty: 3294.092773
Iteration 18Q: 3 clusters Score -1737723 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 283 members
Mstep: Class 2 contains 24944 members
Entering Unmasked Estep
Score: -1737729.125000 Penalty: 3294.092773
Iteration 19Q: 3 clusters Score -1737729 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 277 members
Mstep: Class 2 contains 24950 members
Entering Unmasked Estep
Score: -1737738.250000 Penalty: 3294.092773
Iteration 20F: 3 clusters Score -1737738 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 276 members
Mstep: Class 2 contains 24951 members
Entering Unmasked Estep
Score: -1737741.875000 Penalty: 3294.092773
Iteration 21Q: 3 clusters Score -1737742 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 273 members
Mstep: Class 2 contains 24954 members
Entering Unmasked Estep
Score: -1737744.375000 Penalty: 3294.092773
Iteration 22Q: 3 clusters Score -1737744 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 271 members
Mstep: Class 2 contains 24956 members
Entering Unmasked Estep
Score: -1737747.250000 Penalty: 3294.092773
Iteration 23Q: 3 clusters Score -1737747 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 270 members
Mstep: Class 2 contains 24957 members
Entering Unmasked Estep
Score: -1737745.500000 Penalty: 3294.092773
Iteration 24Q: 3 clusters Score -1737746 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 265 members
Mstep: Class 2 contains 24962 members
Entering Unmasked Estep
Score: -1737746.000000 Penalty: 3294.092773
Iteration 25Q: 3 clusters Score -1737746 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 264 members
Mstep: Class 2 contains 24963 members
Entering Unmasked Estep
Score: -1737748.750000 Penalty: 3294.092773
Iteration 26Q: 3 clusters Score -1737749 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 262 members
Mstep: Class 2 contains 24965 members
Entering Unmasked Estep
Score: -1737750.125000 Penalty: 3294.092773
Iteration 27Q: 3 clusters Score -1737750 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 259 members
Mstep: Class 2 contains 24968 members
Entering Unmasked Estep
Score: -1737755.000000 Penalty: 3294.092773
Iteration 28Q: 3 clusters Score -1737755 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 257 members
Mstep: Class 2 contains 24970 members
Entering Unmasked Estep
Score: -1737757.750000 Penalty: 3294.092773
Iteration 29Q: 3 clusters Score -1737758 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 256 members
Mstep: Class 2 contains 24971 members
Entering Unmasked Estep
Score: -1737759.375000 Penalty: 3294.092773
Iteration 30Q: 3 clusters Score -1737759 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 256 members
Mstep: Class 2 contains 24971 members
Entering Unmasked Estep
Score: -1737760.500000 Penalty: 3294.092773
Iteration 31Q: 3 clusters Score -1737760 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 254 members
Mstep: Class 2 contains 24973 members
Entering Unmasked Estep
Score: -1737762.750000 Penalty: 3294.092773
Iteration 32Q: 3 clusters Score -1737763 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 254 members
Mstep: Class 2 contains 24973 members
Entering Unmasked Estep
Score: -1737762.750000 Penalty: 3294.092773
Iteration 33F: 3 clusters Score -1737763 nChanged 0
Entering ConstructFrom:
Trying to split cluster 5 (17790 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17790 members
Entering Unmasked Estep
Score: -1172742.500000 Penalty: 1590.288696
Iteration 0F: 2 clusters Score -1172742 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8784 members
Mstep: Class 2 contains 9006 members
Entering Unmasked Estep
Score: -1160721.625000 Penalty: 3180.577393
Iteration 0F: 3 clusters Score -1160722 nChanged 8020
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8090 members
Mstep: Class 2 contains 9700 members
Entering Unmasked Estep
Score: -1165710.250000 Penalty: 3180.577393
Iteration 1F: 3 clusters Score -1165710 nChanged 1366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7596 members
Mstep: Class 2 contains 10194 members
Entering Unmasked Estep
Score: -1166738.250000 Penalty: 3180.577393
Iteration 2F: 3 clusters Score -1166738 nChanged 1349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7061 members
Mstep: Class 2 contains 10729 members
Entering Unmasked Estep
Score: -1168159.125000 Penalty: 3180.577393
Iteration 3F: 3 clusters Score -1168159 nChanged 1290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6777 members
Mstep: Class 2 contains 11013 members
Entering Unmasked Estep
Score: -1169755.750000 Penalty: 3180.577393
Iteration 4F: 3 clusters Score -1169756 nChanged 1250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6925 members
Mstep: Class 2 contains 10865 members
Entering Unmasked Estep
Score: -1171025.375000 Penalty: 3180.577393
Iteration 5F: 3 clusters Score -1171025 nChanged 1204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7357 members
Mstep: Class 2 contains 10433 members
Entering Unmasked Estep
Score: -1171880.125000 Penalty: 3180.577393
Iteration 6F: 3 clusters Score -1171880 nChanged 973
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7838 members
Mstep: Class 2 contains 9952 members
Entering Unmasked Estep
Score: -1172546.875000 Penalty: 3180.577393
Iteration 7F: 3 clusters Score -1172547 nChanged 809
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8253 members
Mstep: Class 2 contains 9537 members
Entering Unmasked Estep
Score: -1173108.000000 Penalty: 3180.577393
Iteration 8Q: 3 clusters Score -1173108 nChanged 689
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8572 members
Mstep: Class 2 contains 9218 members
Entering Unmasked Estep
Score: -1173587.125000 Penalty: 3180.577393
Iteration 9Q: 3 clusters Score -1173587 nChanged 618
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8856 members
Mstep: Class 2 contains 8934 members
Entering Unmasked Estep
Score: -1173977.375000 Penalty: 3180.577393
Iteration 10Q: 3 clusters Score -1173977 nChanged 526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9072 members
Mstep: Class 2 contains 8718 members
Entering Unmasked Estep
Score: -1174234.250000 Penalty: 3180.577393
Iteration 11Q: 3 clusters Score -1174234 nChanged 405
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9259 members
Mstep: Class 2 contains 8531 members
Entering Unmasked Estep
Score: -1174381.875000 Penalty: 3180.577393
Iteration 12Q: 3 clusters Score -1174382 nChanged 308
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9435 members
Mstep: Class 2 contains 8355 members
Entering Unmasked Estep
Score: -1174463.000000 Penalty: 3180.577393
Iteration 13Q: 3 clusters Score -1174463 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9572 members
Mstep: Class 2 contains 8218 members
Entering Unmasked Estep
Score: -1174523.750000 Penalty: 3180.577393
Iteration 14Q: 3 clusters Score -1174524 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9722 members
Mstep: Class 2 contains 8068 members
Entering Unmasked Estep
Score: -1174568.375000 Penalty: 3180.577393
Iteration 15Q: 3 clusters Score -1174568 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9860 members
Mstep: Class 2 contains 7930 members
Entering Unmasked Estep
Score: -1174613.750000 Penalty: 3180.577393
Iteration 16Q: 3 clusters Score -1174614 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10007 members
Mstep: Class 2 contains 7783 members
Entering Unmasked Estep
Score: -1174646.125000 Penalty: 3180.577393
Iteration 17Q: 3 clusters Score -1174646 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10145 members
Mstep: Class 2 contains 7645 members
Entering Unmasked Estep
Score: -1174677.625000 Penalty: 3180.577393
Iteration 18Q: 3 clusters Score -1174678 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10298 members
Mstep: Class 2 contains 7492 members
Entering Unmasked Estep
Score: -1174716.500000 Penalty: 3180.577393
Iteration 19Q: 3 clusters Score -1174716 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10439 members
Mstep: Class 2 contains 7351 members
Entering Unmasked Estep
Score: -1174754.625000 Penalty: 3180.577393
Iteration 20F: 3 clusters Score -1174755 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10585 members
Mstep: Class 2 contains 7205 members
Entering Unmasked Estep
Score: -1174792.625000 Penalty: 3180.577393
Iteration 21Q: 3 clusters Score -1174793 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10737 members
Mstep: Class 2 contains 7053 members
Entering Unmasked Estep
Score: -1174836.750000 Penalty: 3180.577393
Iteration 22Q: 3 clusters Score -1174837 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10890 members
Mstep: Class 2 contains 6900 members
Entering Unmasked Estep
Score: -1174891.000000 Penalty: 3180.577393
Iteration 23Q: 3 clusters Score -1174891 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11049 members
Mstep: Class 2 contains 6741 members
Entering Unmasked Estep
Score: -1174965.625000 Penalty: 3180.577393
Iteration 24Q: 3 clusters Score -1174966 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11245 members
Mstep: Class 2 contains 6545 members
Entering Unmasked Estep
Score: -1175101.750000 Penalty: 3180.577393
Iteration 25Q: 3 clusters Score -1175102 nChanged 236
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11469 members
Mstep: Class 2 contains 6321 members
Entering Unmasked Estep
Score: -1175331.625000 Penalty: 3180.577393
Iteration 26Q: 3 clusters Score -1175332 nChanged 275
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11706 members
Mstep: Class 2 contains 6084 members
Entering Unmasked Estep
Score: -1175642.250000 Penalty: 3180.577393
Iteration 27Q: 3 clusters Score -1175642 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11906 members
Mstep: Class 2 contains 5884 members
Entering Unmasked Estep
Score: -1175901.750000 Penalty: 3180.577393
Iteration 28Q: 3 clusters Score -1175902 nChanged 214
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12036 members
Mstep: Class 2 contains 5754 members
Entering Unmasked Estep
Score: -1176041.750000 Penalty: 3180.577393
Iteration 29Q: 3 clusters Score -1176042 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12133 members
Mstep: Class 2 contains 5657 members
Entering Unmasked Estep
Score: -1176118.875000 Penalty: 3180.577393
Iteration 30Q: 3 clusters Score -1176119 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12212 members
Mstep: Class 2 contains 5578 members
Entering Unmasked Estep
Score: -1176158.125000 Penalty: 3180.577393
Iteration 31Q: 3 clusters Score -1176158 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12281 members
Mstep: Class 2 contains 5509 members
Entering Unmasked Estep
Score: -1176178.875000 Penalty: 3180.577393
Iteration 32Q: 3 clusters Score -1176179 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12340 members
Mstep: Class 2 contains 5450 members
Entering Unmasked Estep
Score: -1176204.250000 Penalty: 3180.577393
Iteration 33Q: 3 clusters Score -1176204 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12378 members
Mstep: Class 2 contains 5412 members
Entering Unmasked Estep
Score: -1176217.375000 Penalty: 3180.577393
Iteration 34Q: 3 clusters Score -1176217 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12407 members
Mstep: Class 2 contains 5383 members
Entering Unmasked Estep
Score: -1176227.875000 Penalty: 3180.577393
Iteration 35Q: 3 clusters Score -1176228 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12425 members
Mstep: Class 2 contains 5365 members
Entering Unmasked Estep
Score: -1176231.625000 Penalty: 3180.577393
Iteration 36Q: 3 clusters Score -1176232 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12437 members
Mstep: Class 2 contains 5353 members
Entering Unmasked Estep
Score: -1176236.000000 Penalty: 3180.577393
Iteration 37Q: 3 clusters Score -1176236 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12446 members
Mstep: Class 2 contains 5344 members
Entering Unmasked Estep
Score: -1176237.250000 Penalty: 3180.577393
Iteration 38Q: 3 clusters Score -1176237 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12453 members
Mstep: Class 2 contains 5337 members
Entering Unmasked Estep
Score: -1176238.500000 Penalty: 3180.577393
Iteration 39Q: 3 clusters Score -1176238 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12457 members
Mstep: Class 2 contains 5333 members
Entering Unmasked Estep
Score: -1176235.750000 Penalty: 3180.577393
Iteration 40F: 3 clusters Score -1176236 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12463 members
Mstep: Class 2 contains 5327 members
Entering Unmasked Estep
Score: -1176237.625000 Penalty: 3180.577393
Iteration 41Q: 3 clusters Score -1176238 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12468 members
Mstep: Class 2 contains 5322 members
Entering Unmasked Estep
Score: -1176238.000000 Penalty: 3180.577393
Iteration 42Q: 3 clusters Score -1176238 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12469 members
Mstep: Class 2 contains 5321 members
Entering Unmasked Estep
Score: -1176238.375000 Penalty: 3180.577393
Iteration 43Q: 3 clusters Score -1176238 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12469 members
Mstep: Class 2 contains 5321 members
Entering Unmasked Estep
Score: -1176238.375000 Penalty: 3180.577393
Iteration 44F: 3 clusters Score -1176238 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 2700 members
Mstep: Class 3 contains 13650 members
Mstep: Class 4 contains 25227 members
Mstep: Class 5 contains 12469 members
Mstep: Class 6 contains 7693 members
Mstep: Class 7 contains 132246 members
Mstep: Class 8 contains 6090 members
Mstep: Class 9 contains 24882 members
Mstep: Class 10 contains 98394 members
Mstep: Class 11 contains 55893 members
Mstep: Class 12 contains 40551 members
Mstep: Class 13 contains 1364 members
Mstep: Class 14 contains 203136 members
Mstep: Class 15 contains 1320 members
Mstep: Class 16 contains 5321 members
Mstep: Class 17 contains 3340 members
Mstep: Class 18 contains 1596 members
Entering Unmasked Estep
Score: -41942600.000000 Penalty: 39147.136719
Splitting cluster 5 changes total score from -41937372.000000 to -41942600.000000
So it's getting split into cluster 16.
Entering ConstructFrom:
Trying to split cluster 6 (7693 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7693 members
Entering Unmasked Estep
Score: -494246.187500 Penalty: 1454.060669
Iteration 0F: 2 clusters Score -494246.2 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3857 members
Mstep: Class 2 contains 3836 members
Entering Unmasked Estep
Score: -488580.906250 Penalty: 2908.121338
Iteration 0F: 3 clusters Score -488580.9 nChanged 3243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3900 members
Mstep: Class 2 contains 3793 members
Entering Unmasked Estep
Score: -490257.500000 Penalty: 2908.121338
Iteration 1F: 3 clusters Score -490257.5 nChanged 515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3925 members
Mstep: Class 2 contains 3768 members
Entering Unmasked Estep
Score: -490515.312500 Penalty: 2908.121338
Iteration 2F: 3 clusters Score -490515.3 nChanged 425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3978 members
Mstep: Class 2 contains 3715 members
Entering Unmasked Estep
Score: -490705.875000 Penalty: 2908.121338
Iteration 3F: 3 clusters Score -490705.9 nChanged 354
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4052 members
Mstep: Class 2 contains 3641 members
Entering Unmasked Estep
Score: -490885.781250 Penalty: 2908.121338
Iteration 4Q: 3 clusters Score -490885.8 nChanged 362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4120 members
Mstep: Class 2 contains 3573 members
Entering Unmasked Estep
Score: -491066.343750 Penalty: 2908.121338
Iteration 5Q: 3 clusters Score -491066.3 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4221 members
Mstep: Class 2 contains 3472 members
Entering Unmasked Estep
Score: -491251.531250 Penalty: 2908.121338
Iteration 6Q: 3 clusters Score -491251.5 nChanged 351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4316 members
Mstep: Class 2 contains 3377 members
Entering Unmasked Estep
Score: -491499.875000 Penalty: 2908.121338
Iteration 7Q: 3 clusters Score -491499.9 nChanged 393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4435 members
Mstep: Class 2 contains 3258 members
Entering Unmasked Estep
Score: -491792.843750 Penalty: 2908.121338
Iteration 8F: 3 clusters Score -491792.8 nChanged 382
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4547 members
Mstep: Class 2 contains 3146 members
Entering Unmasked Estep
Score: -492071.906250 Penalty: 2908.121338
Iteration 9Q: 3 clusters Score -492071.9 nChanged 379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4684 members
Mstep: Class 2 contains 3009 members
Entering Unmasked Estep
Score: -492358.656250 Penalty: 2908.121338
Iteration 10Q: 3 clusters Score -492358.7 nChanged 357
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4833 members
Mstep: Class 2 contains 2860 members
Entering Unmasked Estep
Score: -492625.656250 Penalty: 2908.121338
Iteration 11Q: 3 clusters Score -492625.7 nChanged 332
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4973 members
Mstep: Class 2 contains 2720 members
Entering Unmasked Estep
Score: -492879.781250 Penalty: 2908.121338
Iteration 12Q: 3 clusters Score -492879.8 nChanged 272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5093 members
Mstep: Class 2 contains 2600 members
Entering Unmasked Estep
Score: -493073.750000 Penalty: 2908.121338
Iteration 13Q: 3 clusters Score -493073.8 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5165 members
Mstep: Class 2 contains 2528 members
Entering Unmasked Estep
Score: -493179.062500 Penalty: 2908.121338
Iteration 14Q: 3 clusters Score -493179.1 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5231 members
Mstep: Class 2 contains 2462 members
Entering Unmasked Estep
Score: -493239.906250 Penalty: 2908.121338
Iteration 15Q: 3 clusters Score -493239.9 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5280 members
Mstep: Class 2 contains 2413 members
Entering Unmasked Estep
Score: -493275.625000 Penalty: 2908.121338
Iteration 16Q: 3 clusters Score -493275.6 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5321 members
Mstep: Class 2 contains 2372 members
Entering Unmasked Estep
Score: -493304.625000 Penalty: 2908.121338
Iteration 17Q: 3 clusters Score -493304.6 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5368 members
Mstep: Class 2 contains 2325 members
Entering Unmasked Estep
Score: -493326.375000 Penalty: 2908.121338
Iteration 18Q: 3 clusters Score -493326.4 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5408 members
Mstep: Class 2 contains 2285 members
Entering Unmasked Estep
Score: -493344.843750 Penalty: 2908.121338
Iteration 19Q: 3 clusters Score -493344.8 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5448 members
Mstep: Class 2 contains 2245 members
Entering Unmasked Estep
Score: -493359.187500 Penalty: 2908.121338
Iteration 20F: 3 clusters Score -493359.2 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5480 members
Mstep: Class 2 contains 2213 members
Entering Unmasked Estep
Score: -493372.593750 Penalty: 2908.121338
Iteration 21Q: 3 clusters Score -493372.6 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5503 members
Mstep: Class 2 contains 2190 members
Entering Unmasked Estep
Score: -493386.281250 Penalty: 2908.121338
Iteration 22Q: 3 clusters Score -493386.3 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5526 members
Mstep: Class 2 contains 2167 members
Entering Unmasked Estep
Score: -493395.125000 Penalty: 2908.121338
Iteration 23Q: 3 clusters Score -493395.1 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5548 members
Mstep: Class 2 contains 2145 members
Entering Unmasked Estep
Score: -493401.500000 Penalty: 2908.121338
Iteration 24Q: 3 clusters Score -493401.5 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5565 members
Mstep: Class 2 contains 2128 members
Entering Unmasked Estep
Score: -493406.062500 Penalty: 2908.121338
Iteration 25Q: 3 clusters Score -493406.1 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5579 members
Mstep: Class 2 contains 2114 members
Entering Unmasked Estep
Score: -493410.468750 Penalty: 2908.121338
Iteration 26Q: 3 clusters Score -493410.5 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5589 members
Mstep: Class 2 contains 2104 members
Entering Unmasked Estep
Score: -493411.718750 Penalty: 2908.121338
Iteration 27Q: 3 clusters Score -493411.7 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5593 members
Mstep: Class 2 contains 2100 members
Entering Unmasked Estep
Score: -493411.468750 Penalty: 2908.121338
Iteration 28Q: 3 clusters Score -493411.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5597 members
Mstep: Class 2 contains 2096 members
Entering Unmasked Estep
Score: -493411.312500 Penalty: 2908.121338
Iteration 29Q: 3 clusters Score -493411.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5600 members
Mstep: Class 2 contains 2093 members
Entering Unmasked Estep
Score: -493413.250000 Penalty: 2908.121338
Iteration 30Q: 3 clusters Score -493413.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5602 members
Mstep: Class 2 contains 2091 members
Entering Unmasked Estep
Score: -493414.281250 Penalty: 2908.121338
Iteration 31Q: 3 clusters Score -493414.3 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5603 members
Mstep: Class 2 contains 2090 members
Entering Unmasked Estep
Score: -493414.281250 Penalty: 2908.121338
Iteration 32Q: 3 clusters Score -493414.3 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5605 members
Mstep: Class 2 contains 2088 members
Entering Unmasked Estep
Score: -493413.906250 Penalty: 2908.121338
Iteration 33Q: 3 clusters Score -493413.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5606 members
Mstep: Class 2 contains 2087 members
Entering Unmasked Estep
Score: -493413.968750 Penalty: 2908.121338
Iteration 34Q: 3 clusters Score -493414 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5607 members
Mstep: Class 2 contains 2086 members
Entering Unmasked Estep
Score: -493414.156250 Penalty: 2908.121338
Iteration 35Q: 3 clusters Score -493414.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5608 members
Mstep: Class 2 contains 2085 members
Entering Unmasked Estep
Score: -493414.406250 Penalty: 2908.121338
Iteration 36Q: 3 clusters Score -493414.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5608 members
Mstep: Class 2 contains 2085 members
Entering Unmasked Estep
Score: -493414.218750 Penalty: 2908.121338
Iteration 37Q: 3 clusters Score -493414.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5608 members
Mstep: Class 2 contains 2085 members
Entering Unmasked Estep
Score: -493414.218750 Penalty: 2908.121338
Iteration 38F: 3 clusters Score -493414.2 nChanged 0
Entering ConstructFrom:
Trying to split cluster 7 (132246 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132246 members
Entering Unmasked Estep
Score: -8989033.000000 Penalty: 1916.268188
Iteration 0F: 2 clusters Score -8989033 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66076 members
Mstep: Class 2 contains 66170 members
Entering Unmasked Estep
Score: -8900147.000000 Penalty: 3832.536377
Iteration 0F: 3 clusters Score -8900147 nChanged 63712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65498 members
Mstep: Class 2 contains 66748 members
Entering Unmasked Estep
Score: -8938631.000000 Penalty: 3832.536377
Iteration 1F: 3 clusters Score -8938631 nChanged 5791
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65757 members
Mstep: Class 2 contains 66489 members
Entering Unmasked Estep
Score: -8940793.000000 Penalty: 3832.536377
Iteration 2Q: 3 clusters Score -8940793 nChanged 6356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66195 members
Mstep: Class 2 contains 66051 members
Entering Unmasked Estep
Score: -8943758.000000 Penalty: 3832.536377
Iteration 3Q: 3 clusters Score -8943758 nChanged 7525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66926 members
Mstep: Class 2 contains 65320 members
Entering Unmasked Estep
Score: -8948407.000000 Penalty: 3832.536377
Iteration 4F: 3 clusters Score -8948407 nChanged 8981
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67791 members
Mstep: Class 2 contains 64455 members
Entering Unmasked Estep
Score: -8955359.000000 Penalty: 3832.536377
Iteration 5F: 3 clusters Score -8955359 nChanged 9920
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68593 members
Mstep: Class 2 contains 63653 members
Entering Unmasked Estep
Score: -8963826.000000 Penalty: 3832.536377
Iteration 6F: 3 clusters Score -8963826 nChanged 9540
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68867 members
Mstep: Class 2 contains 63379 members
Entering Unmasked Estep
Score: -8971978.000000 Penalty: 3832.536377
Iteration 7F: 3 clusters Score -8971978 nChanged 8203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68908 members
Mstep: Class 2 contains 63338 members
Entering Unmasked Estep
Score: -8978570.000000 Penalty: 3832.536377
Iteration 8F: 3 clusters Score -8978570 nChanged 6510
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68790 members
Mstep: Class 2 contains 63456 members
Entering Unmasked Estep
Score: -8983592.000000 Penalty: 3832.536377
Iteration 9Q: 3 clusters Score -8983592 nChanged 5222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68692 members
Mstep: Class 2 contains 63554 members
Entering Unmasked Estep
Score: -8987331.000000 Penalty: 3832.536377
Iteration 10Q: 3 clusters Score -8987331 nChanged 4208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68586 members
Mstep: Class 2 contains 63660 members
Entering Unmasked Estep
Score: -8990170.000000 Penalty: 3832.536377
Iteration 11Q: 3 clusters Score -8990170 nChanged 3526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68278 members
Mstep: Class 2 contains 63968 members
Entering Unmasked Estep
Score: -8992130.000000 Penalty: 3832.536377
Iteration 12Q: 3 clusters Score -8992130 nChanged 2847
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67711 members
Mstep: Class 2 contains 64535 members
Entering Unmasked Estep
Score: -8993652.000000 Penalty: 3832.536377
Iteration 13Q: 3 clusters Score -8993652 nChanged 2403
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66900 members
Mstep: Class 2 contains 65346 members
Entering Unmasked Estep
Score: -8994665.000000 Penalty: 3832.536377
Iteration 14Q: 3 clusters Score -8994665 nChanged 1971
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65875 members
Mstep: Class 2 contains 66371 members
Entering Unmasked Estep
Score: -8995577.000000 Penalty: 3832.536377
Iteration 15Q: 3 clusters Score -8995577 nChanged 1716
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64801 members
Mstep: Class 2 contains 67445 members
Entering Unmasked Estep
Score: -8996268.000000 Penalty: 3832.536377
Iteration 16Q: 3 clusters Score -8996268 nChanged 1491
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63750 members
Mstep: Class 2 contains 68496 members
Entering Unmasked Estep
Score: -8996805.000000 Penalty: 3832.536377
Iteration 17Q: 3 clusters Score -8996805 nChanged 1342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62670 members
Mstep: Class 2 contains 69576 members
Entering Unmasked Estep
Score: -8997240.000000 Penalty: 3832.536377
Iteration 18Q: 3 clusters Score -8997240 nChanged 1212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61602 members
Mstep: Class 2 contains 70644 members
Entering Unmasked Estep
Score: -8997643.000000 Penalty: 3832.536377
Iteration 19Q: 3 clusters Score -8997643 nChanged 1102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60602 members
Mstep: Class 2 contains 71644 members
Entering Unmasked Estep
Score: -8997920.000000 Penalty: 3832.536377
Iteration 20F: 3 clusters Score -8997920 nChanged 987
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59677 members
Mstep: Class 2 contains 72569 members
Entering Unmasked Estep
Score: -8998237.000000 Penalty: 3832.536377
Iteration 21Q: 3 clusters Score -8998237 nChanged 913
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58806 members
Mstep: Class 2 contains 73440 members
Entering Unmasked Estep
Score: -8998476.000000 Penalty: 3832.536377
Iteration 22Q: 3 clusters Score -8998476 nChanged 814
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58022 members
Mstep: Class 2 contains 74224 members
Entering Unmasked Estep
Score: -8998573.000000 Penalty: 3832.536377
Iteration 23Q: 3 clusters Score -8998573 nChanged 718
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57312 members
Mstep: Class 2 contains 74934 members
Entering Unmasked Estep
Score: -8998732.000000 Penalty: 3832.536377
Iteration 24Q: 3 clusters Score -8998732 nChanged 616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56706 members
Mstep: Class 2 contains 75540 members
Entering Unmasked Estep
Score: -8998803.000000 Penalty: 3832.536377
Iteration 25Q: 3 clusters Score -8998803 nChanged 543
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56165 members
Mstep: Class 2 contains 76081 members
Entering Unmasked Estep
Score: -8998924.000000 Penalty: 3832.536377
Iteration 26Q: 3 clusters Score -8998924 nChanged 526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55641 members
Mstep: Class 2 contains 76605 members
Entering Unmasked Estep
Score: -8998957.000000 Penalty: 3832.536377
Iteration 27Q: 3 clusters Score -8998957 nChanged 457
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55184 members
Mstep: Class 2 contains 77062 members
Entering Unmasked Estep
Score: -8998949.000000 Penalty: 3832.536377
Iteration 28Q: 3 clusters Score -8998949 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54776 members
Mstep: Class 2 contains 77470 members
Entering Unmasked Estep
Score: -8998996.000000 Penalty: 3832.536377
Iteration 29Q: 3 clusters Score -8998996 nChanged 398
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54378 members
Mstep: Class 2 contains 77868 members
Entering Unmasked Estep
Score: -8999054.000000 Penalty: 3832.536377
Iteration 30Q: 3 clusters Score -8999054 nChanged 363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54015 members
Mstep: Class 2 contains 78231 members
Entering Unmasked Estep
Score: -8999048.000000 Penalty: 3832.536377
Iteration 31Q: 3 clusters Score -8999048 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53659 members
Mstep: Class 2 contains 78587 members
Entering Unmasked Estep
Score: -8999100.000000 Penalty: 3832.536377
Iteration 32Q: 3 clusters Score -8999100 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53326 members
Mstep: Class 2 contains 78920 members
Entering Unmasked Estep
Score: -8999130.000000 Penalty: 3832.536377
Iteration 33Q: 3 clusters Score -8999130 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53004 members
Mstep: Class 2 contains 79242 members
Entering Unmasked Estep
Score: -8999147.000000 Penalty: 3832.536377
Iteration 34Q: 3 clusters Score -8999147 nChanged 300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52704 members
Mstep: Class 2 contains 79542 members
Entering Unmasked Estep
Score: -8999159.000000 Penalty: 3832.536377
Iteration 35Q: 3 clusters Score -8999159 nChanged 273
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52431 members
Mstep: Class 2 contains 79815 members
Entering Unmasked Estep
Score: -8999173.000000 Penalty: 3832.536377
Iteration 36Q: 3 clusters Score -8999173 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52166 members
Mstep: Class 2 contains 80080 members
Entering Unmasked Estep
Score: -8999150.000000 Penalty: 3832.536377
Iteration 37Q: 3 clusters Score -8999150 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51935 members
Mstep: Class 2 contains 80311 members
Entering Unmasked Estep
Score: -8999184.000000 Penalty: 3832.536377
Iteration 38Q: 3 clusters Score -8999184 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51734 members
Mstep: Class 2 contains 80512 members
Entering Unmasked Estep
Score: -8999186.000000 Penalty: 3832.536377
Iteration 39Q: 3 clusters Score -8999186 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51574 members
Mstep: Class 2 contains 80672 members
Entering Unmasked Estep
Score: -8999191.000000 Penalty: 3832.536377
Iteration 40F: 3 clusters Score -8999191 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51424 members
Mstep: Class 2 contains 80822 members
Entering Unmasked Estep
Score: -8999182.000000 Penalty: 3832.536377
Iteration 41Q: 3 clusters Score -8999182 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51284 members
Mstep: Class 2 contains 80962 members
Entering Unmasked Estep
Score: -8999210.000000 Penalty: 3832.536377
Iteration 42Q: 3 clusters Score -8999210 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51147 members
Mstep: Class 2 contains 81099 members
Entering Unmasked Estep
Score: -8999194.000000 Penalty: 3832.536377
Iteration 43Q: 3 clusters Score -8999194 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51021 members
Mstep: Class 2 contains 81225 members
Entering Unmasked Estep
Score: -8999194.000000 Penalty: 3832.536377
Iteration 44Q: 3 clusters Score -8999194 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50898 members
Mstep: Class 2 contains 81348 members
Entering Unmasked Estep
Score: -8999228.000000 Penalty: 3832.536377
Iteration 45Q: 3 clusters Score -8999228 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50789 members
Mstep: Class 2 contains 81457 members
Entering Unmasked Estep
Score: -8999237.000000 Penalty: 3832.536377
Iteration 46Q: 3 clusters Score -8999237 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50697 members
Mstep: Class 2 contains 81549 members
Entering Unmasked Estep
Score: -8999236.000000 Penalty: 3832.536377
Iteration 47Q: 3 clusters Score -8999236 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50600 members
Mstep: Class 2 contains 81646 members
Entering Unmasked Estep
Score: -8999240.000000 Penalty: 3832.536377
Iteration 48Q: 3 clusters Score -8999240 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50500 members
Mstep: Class 2 contains 81746 members
Entering Unmasked Estep
Score: -8999254.000000 Penalty: 3832.536377
Iteration 49Q: 3 clusters Score -8999254 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50408 members
Mstep: Class 2 contains 81838 members
Entering Unmasked Estep
Score: -8999253.000000 Penalty: 3832.536377
Iteration 50Q: 3 clusters Score -8999253 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50321 members
Mstep: Class 2 contains 81925 members
Entering Unmasked Estep
Score: -8999259.000000 Penalty: 3832.536377
Iteration 51Q: 3 clusters Score -8999259 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50234 members
Mstep: Class 2 contains 82012 members
Entering Unmasked Estep
Score: -8999258.000000 Penalty: 3832.536377
Iteration 52Q: 3 clusters Score -8999258 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50147 members
Mstep: Class 2 contains 82099 members
Entering Unmasked Estep
Score: -8999289.000000 Penalty: 3832.536377
Iteration 53Q: 3 clusters Score -8999289 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50050 members
Mstep: Class 2 contains 82196 members
Entering Unmasked Estep
Score: -8999270.000000 Penalty: 3832.536377
Iteration 54Q: 3 clusters Score -8999270 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49960 members
Mstep: Class 2 contains 82286 members
Entering Unmasked Estep
Score: -8999275.000000 Penalty: 3832.536377
Iteration 55Q: 3 clusters Score -8999275 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49870 members
Mstep: Class 2 contains 82376 members
Entering Unmasked Estep
Score: -8999273.000000 Penalty: 3832.536377
Iteration 56Q: 3 clusters Score -8999273 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49783 members
Mstep: Class 2 contains 82463 members
Entering Unmasked Estep
Score: -8999278.000000 Penalty: 3832.536377
Iteration 57Q: 3 clusters Score -8999278 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49691 members
Mstep: Class 2 contains 82555 members
Entering Unmasked Estep
Score: -8999276.000000 Penalty: 3832.536377
Iteration 58Q: 3 clusters Score -8999276 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49586 members
Mstep: Class 2 contains 82660 members
Entering Unmasked Estep
Score: -8999302.000000 Penalty: 3832.536377
Iteration 59Q: 3 clusters Score -8999302 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49481 members
Mstep: Class 2 contains 82765 members
Entering Unmasked Estep
Score: -8999312.000000 Penalty: 3832.536377
Iteration 60F: 3 clusters Score -8999312 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49368 members
Mstep: Class 2 contains 82878 members
Entering Unmasked Estep
Score: -8999309.000000 Penalty: 3832.536377
Iteration 61Q: 3 clusters Score -8999309 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49265 members
Mstep: Class 2 contains 82981 members
Entering Unmasked Estep
Score: -8999332.000000 Penalty: 3832.536377
Iteration 62Q: 3 clusters Score -8999332 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49147 members
Mstep: Class 2 contains 83099 members
Entering Unmasked Estep
Score: -8999324.000000 Penalty: 3832.536377
Iteration 63Q: 3 clusters Score -8999324 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49040 members
Mstep: Class 2 contains 83206 members
Entering Unmasked Estep
Score: -8999316.000000 Penalty: 3832.536377
Iteration 64Q: 3 clusters Score -8999316 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48948 members
Mstep: Class 2 contains 83298 members
Entering Unmasked Estep
Score: -8999333.000000 Penalty: 3832.536377
Iteration 65Q: 3 clusters Score -8999333 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48874 members
Mstep: Class 2 contains 83372 members
Entering Unmasked Estep
Score: -8999323.000000 Penalty: 3832.536377
Iteration 66Q: 3 clusters Score -8999323 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48804 members
Mstep: Class 2 contains 83442 members
Entering Unmasked Estep
Score: -8999314.000000 Penalty: 3832.536377
Iteration 67Q: 3 clusters Score -8999314 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48731 members
Mstep: Class 2 contains 83515 members
Entering Unmasked Estep
Score: -8999311.000000 Penalty: 3832.536377
Iteration 68Q: 3 clusters Score -8999311 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48669 members
Mstep: Class 2 contains 83577 members
Entering Unmasked Estep
Score: -8999316.000000 Penalty: 3832.536377
Iteration 69Q: 3 clusters Score -8999316 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48612 members
Mstep: Class 2 contains 83634 members
Entering Unmasked Estep
Score: -8999312.000000 Penalty: 3832.536377
Iteration 70Q: 3 clusters Score -8999312 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48548 members
Mstep: Class 2 contains 83698 members
Entering Unmasked Estep
Score: -8999297.000000 Penalty: 3832.536377
Iteration 71Q: 3 clusters Score -8999297 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48481 members
Mstep: Class 2 contains 83765 members
Entering Unmasked Estep
Score: -8999288.000000 Penalty: 3832.536377
Iteration 72Q: 3 clusters Score -8999288 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48419 members
Mstep: Class 2 contains 83827 members
Entering Unmasked Estep
Score: -8999275.000000 Penalty: 3832.536377
Iteration 73Q: 3 clusters Score -8999275 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48366 members
Mstep: Class 2 contains 83880 members
Entering Unmasked Estep
Score: -8999289.000000 Penalty: 3832.536377
Iteration 74Q: 3 clusters Score -8999289 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48317 members
Mstep: Class 2 contains 83929 members
Entering Unmasked Estep
Score: -8999278.000000 Penalty: 3832.536377
Iteration 75Q: 3 clusters Score -8999278 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48264 members
Mstep: Class 2 contains 83982 members
Entering Unmasked Estep
Score: -8999285.000000 Penalty: 3832.536377
Iteration 76Q: 3 clusters Score -8999285 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48209 members
Mstep: Class 2 contains 84037 members
Entering Unmasked Estep
Score: -8999290.000000 Penalty: 3832.536377
Iteration 77Q: 3 clusters Score -8999290 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48139 members
Mstep: Class 2 contains 84107 members
Entering Unmasked Estep
Score: -8999280.000000 Penalty: 3832.536377
Iteration 78Q: 3 clusters Score -8999280 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48079 members
Mstep: Class 2 contains 84167 members
Entering Unmasked Estep
Score: -8999291.000000 Penalty: 3832.536377
Iteration 79Q: 3 clusters Score -8999291 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48014 members
Mstep: Class 2 contains 84232 members
Entering Unmasked Estep
Score: -8999293.000000 Penalty: 3832.536377
Iteration 80F: 3 clusters Score -8999293 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47958 members
Mstep: Class 2 contains 84288 members
Entering Unmasked Estep
Score: -8999304.000000 Penalty: 3832.536377
Iteration 81Q: 3 clusters Score -8999304 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47903 members
Mstep: Class 2 contains 84343 members
Entering Unmasked Estep
Score: -8999310.000000 Penalty: 3832.536377
Iteration 82Q: 3 clusters Score -8999310 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47856 members
Mstep: Class 2 contains 84390 members
Entering Unmasked Estep
Score: -8999307.000000 Penalty: 3832.536377
Iteration 83Q: 3 clusters Score -8999307 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47819 members
Mstep: Class 2 contains 84427 members
Entering Unmasked Estep
Score: -8999328.000000 Penalty: 3832.536377
Iteration 84Q: 3 clusters Score -8999328 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47786 members
Mstep: Class 2 contains 84460 members
Entering Unmasked Estep
Score: -8999318.000000 Penalty: 3832.536377
Iteration 85Q: 3 clusters Score -8999318 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47756 members
Mstep: Class 2 contains 84490 members
Entering Unmasked Estep
Score: -8999328.000000 Penalty: 3832.536377
Iteration 86Q: 3 clusters Score -8999328 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47732 members
Mstep: Class 2 contains 84514 members
Entering Unmasked Estep
Score: -8999332.000000 Penalty: 3832.536377
Iteration 87Q: 3 clusters Score -8999332 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47707 members
Mstep: Class 2 contains 84539 members
Entering Unmasked Estep
Score: -8999324.000000 Penalty: 3832.536377
Iteration 88Q: 3 clusters Score -8999324 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47678 members
Mstep: Class 2 contains 84568 members
Entering Unmasked Estep
Score: -8999333.000000 Penalty: 3832.536377
Iteration 89Q: 3 clusters Score -8999333 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47644 members
Mstep: Class 2 contains 84602 members
Entering Unmasked Estep
Score: -8999328.000000 Penalty: 3832.536377
Iteration 90Q: 3 clusters Score -8999328 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47617 members
Mstep: Class 2 contains 84629 members
Entering Unmasked Estep
Score: -8999338.000000 Penalty: 3832.536377
Iteration 91Q: 3 clusters Score -8999338 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47594 members
Mstep: Class 2 contains 84652 members
Entering Unmasked Estep
Score: -8999340.000000 Penalty: 3832.536377
Iteration 92Q: 3 clusters Score -8999340 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47574 members
Mstep: Class 2 contains 84672 members
Entering Unmasked Estep
Score: -8999316.000000 Penalty: 3832.536377
Iteration 93Q: 3 clusters Score -8999316 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47558 members
Mstep: Class 2 contains 84688 members
Entering Unmasked Estep
Score: -8999317.000000 Penalty: 3832.536377
Iteration 94Q: 3 clusters Score -8999317 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47543 members
Mstep: Class 2 contains 84703 members
Entering Unmasked Estep
Score: -8999314.000000 Penalty: 3832.536377
Iteration 95Q: 3 clusters Score -8999314 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47526 members
Mstep: Class 2 contains 84720 members
Entering Unmasked Estep
Score: -8999312.000000 Penalty: 3832.536377
Iteration 96Q: 3 clusters Score -8999312 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47508 members
Mstep: Class 2 contains 84738 members
Entering Unmasked Estep
Score: -8999310.000000 Penalty: 3832.536377
Iteration 97Q: 3 clusters Score -8999310 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47486 members
Mstep: Class 2 contains 84760 members
Entering Unmasked Estep
Score: -8999323.000000 Penalty: 3832.536377
Iteration 98Q: 3 clusters Score -8999323 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47471 members
Mstep: Class 2 contains 84775 members
Entering Unmasked Estep
Score: -8999324.000000 Penalty: 3832.536377
Iteration 99Q: 3 clusters Score -8999324 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47456 members
Mstep: Class 2 contains 84790 members
Entering Unmasked Estep
Score: -8999323.000000 Penalty: 3832.536377
Iteration 100F: 3 clusters Score -8999323 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47437 members
Mstep: Class 2 contains 84809 members
Entering Unmasked Estep
Score: -8999323.000000 Penalty: 3832.536377
Iteration 101Q: 3 clusters Score -8999323 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47422 members
Mstep: Class 2 contains 84824 members
Entering Unmasked Estep
Score: -8999323.000000 Penalty: 3832.536377
Iteration 102Q: 3 clusters Score -8999323 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47405 members
Mstep: Class 2 contains 84841 members
Entering Unmasked Estep
Score: -8999322.000000 Penalty: 3832.536377
Iteration 103Q: 3 clusters Score -8999322 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47389 members
Mstep: Class 2 contains 84857 members
Entering Unmasked Estep
Score: -8999326.000000 Penalty: 3832.536377
Iteration 104Q: 3 clusters Score -8999326 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47371 members
Mstep: Class 2 contains 84875 members
Entering Unmasked Estep
Score: -8999331.000000 Penalty: 3832.536377
Iteration 105Q: 3 clusters Score -8999331 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47355 members
Mstep: Class 2 contains 84891 members
Entering Unmasked Estep
Score: -8999333.000000 Penalty: 3832.536377
Iteration 106Q: 3 clusters Score -8999333 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47347 members
Mstep: Class 2 contains 84899 members
Entering Unmasked Estep
Score: -8999332.000000 Penalty: 3832.536377
Iteration 107Q: 3 clusters Score -8999332 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47343 members
Mstep: Class 2 contains 84903 members
Entering Unmasked Estep
Score: -8999331.000000 Penalty: 3832.536377
Iteration 108Q: 3 clusters Score -8999331 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47336 members
Mstep: Class 2 contains 84910 members
Entering Unmasked Estep
Score: -8999338.000000 Penalty: 3832.536377
Iteration 109Q: 3 clusters Score -8999338 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47326 members
Mstep: Class 2 contains 84920 members
Entering Unmasked Estep
Score: -8999340.000000 Penalty: 3832.536377
Iteration 110Q: 3 clusters Score -8999340 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47312 members
Mstep: Class 2 contains 84934 members
Entering Unmasked Estep
Score: -8999339.000000 Penalty: 3832.536377
Iteration 111Q: 3 clusters Score -8999339 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47302 members
Mstep: Class 2 contains 84944 members
Entering Unmasked Estep
Score: -8999331.000000 Penalty: 3832.536377
Iteration 112Q: 3 clusters Score -8999331 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47291 members
Mstep: Class 2 contains 84955 members
Entering Unmasked Estep
Score: -8999338.000000 Penalty: 3832.536377
Iteration 113Q: 3 clusters Score -8999338 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47283 members
Mstep: Class 2 contains 84963 members
Entering Unmasked Estep
Score: -8999345.000000 Penalty: 3832.536377
Iteration 114Q: 3 clusters Score -8999345 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47276 members
Mstep: Class 2 contains 84970 members
Entering Unmasked Estep
Score: -8999347.000000 Penalty: 3832.536377
Iteration 115Q: 3 clusters Score -8999347 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47262 members
Mstep: Class 2 contains 84984 members
Entering Unmasked Estep
Score: -8999352.000000 Penalty: 3832.536377
Iteration 116Q: 3 clusters Score -8999352 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47245 members
Mstep: Class 2 contains 85001 members
Entering Unmasked Estep
Score: -8999345.000000 Penalty: 3832.536377
Iteration 117Q: 3 clusters Score -8999345 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47229 members
Mstep: Class 2 contains 85017 members
Entering Unmasked Estep
Score: -8999339.000000 Penalty: 3832.536377
Iteration 118Q: 3 clusters Score -8999339 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47207 members
Mstep: Class 2 contains 85039 members
Entering Unmasked Estep
Score: -8999340.000000 Penalty: 3832.536377
Iteration 119Q: 3 clusters Score -8999340 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47185 members
Mstep: Class 2 contains 85061 members
Entering Unmasked Estep
Score: -8999341.000000 Penalty: 3832.536377
Iteration 120F: 3 clusters Score -8999341 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47166 members
Mstep: Class 2 contains 85080 members
Entering Unmasked Estep
Score: -8999343.000000 Penalty: 3832.536377
Iteration 121Q: 3 clusters Score -8999343 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47156 members
Mstep: Class 2 contains 85090 members
Entering Unmasked Estep
Score: -8999343.000000 Penalty: 3832.536377
Iteration 122Q: 3 clusters Score -8999343 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47146 members
Mstep: Class 2 contains 85100 members
Entering Unmasked Estep
Score: -8999348.000000 Penalty: 3832.536377
Iteration 123Q: 3 clusters Score -8999348 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47136 members
Mstep: Class 2 contains 85110 members
Entering Unmasked Estep
Score: -8999336.000000 Penalty: 3832.536377
Iteration 124Q: 3 clusters Score -8999336 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47130 members
Mstep: Class 2 contains 85116 members
Entering Unmasked Estep
Score: -8999340.000000 Penalty: 3832.536377
Iteration 125Q: 3 clusters Score -8999340 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47124 members
Mstep: Class 2 contains 85122 members
Entering Unmasked Estep
Score: -8999344.000000 Penalty: 3832.536377
Iteration 126Q: 3 clusters Score -8999344 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47121 members
Mstep: Class 2 contains 85125 members
Entering Unmasked Estep
Score: -8999343.000000 Penalty: 3832.536377
Iteration 127Q: 3 clusters Score -8999343 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47121 members
Mstep: Class 2 contains 85125 members
Entering Unmasked Estep
Score: -8999343.000000 Penalty: 3832.536377
Iteration 128F: 3 clusters Score -8999343 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 2700 members
Mstep: Class 3 contains 13650 members
Mstep: Class 4 contains 25227 members
Mstep: Class 5 contains 12469 members
Mstep: Class 6 contains 7693 members
Mstep: Class 7 contains 47121 members
Mstep: Class 8 contains 6090 members
Mstep: Class 9 contains 24882 members
Mstep: Class 10 contains 98394 members
Mstep: Class 11 contains 55893 members
Mstep: Class 12 contains 40551 members
Mstep: Class 13 contains 1364 members
Mstep: Class 14 contains 203136 members
Mstep: Class 15 contains 1320 members
Mstep: Class 16 contains 5321 members
Mstep: Class 17 contains 3340 members
Mstep: Class 18 contains 1596 members
Mstep: Class 19 contains 85125 members
Entering Unmasked Estep
Score: -41952484.000000 Penalty: 41321.976562
Splitting cluster 7 changes total score from -41937372.000000 to -41952484.000000
So it's getting split into cluster 19.
Entering ConstructFrom:
Trying to split cluster 8 (6090 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6090 members
Entering Unmasked Estep
Score: -412981.312500 Penalty: 1416.090454
Iteration 0F: 2 clusters Score -412981.3 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3017 members
Mstep: Class 2 contains 3073 members
Entering Unmasked Estep
Score: -408243.687500 Penalty: 2832.180908
Iteration 0F: 3 clusters Score -408243.7 nChanged 2530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2967 members
Mstep: Class 2 contains 3123 members
Entering Unmasked Estep
Score: -409642.593750 Penalty: 2832.180908
Iteration 1F: 3 clusters Score -409642.6 nChanged 426
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2933 members
Mstep: Class 2 contains 3157 members
Entering Unmasked Estep
Score: -409853.656250 Penalty: 2832.180908
Iteration 2F: 3 clusters Score -409853.7 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2872 members
Mstep: Class 2 contains 3218 members
Entering Unmasked Estep
Score: -410013.625000 Penalty: 2832.180908
Iteration 3F: 3 clusters Score -410013.6 nChanged 253
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2799 members
Mstep: Class 2 contains 3291 members
Entering Unmasked Estep
Score: -410146.937500 Penalty: 2832.180908
Iteration 4Q: 3 clusters Score -410146.9 nChanged 246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2723 members
Mstep: Class 2 contains 3367 members
Entering Unmasked Estep
Score: -410274.906250 Penalty: 2832.180908
Iteration 5Q: 3 clusters Score -410274.9 nChanged 224
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2639 members
Mstep: Class 2 contains 3451 members
Entering Unmasked Estep
Score: -410400.468750 Penalty: 2832.180908
Iteration 6Q: 3 clusters Score -410400.5 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2563 members
Mstep: Class 2 contains 3527 members
Entering Unmasked Estep
Score: -410528.968750 Penalty: 2832.180908
Iteration 7Q: 3 clusters Score -410529 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2466 members
Mstep: Class 2 contains 3624 members
Entering Unmasked Estep
Score: -410676.750000 Penalty: 2832.180908
Iteration 8Q: 3 clusters Score -410676.8 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2375 members
Mstep: Class 2 contains 3715 members
Entering Unmasked Estep
Score: -410815.312500 Penalty: 2832.180908
Iteration 9Q: 3 clusters Score -410815.3 nChanged 214
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2277 members
Mstep: Class 2 contains 3813 members
Entering Unmasked Estep
Score: -410971.312500 Penalty: 2832.180908
Iteration 10Q: 3 clusters Score -410971.3 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2206 members
Mstep: Class 2 contains 3884 members
Entering Unmasked Estep
Score: -411124.468750 Penalty: 2832.180908
Iteration 11Q: 3 clusters Score -411124.5 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2122 members
Mstep: Class 2 contains 3968 members
Entering Unmasked Estep
Score: -411266.187500 Penalty: 2832.180908
Iteration 12Q: 3 clusters Score -411266.2 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2059 members
Mstep: Class 2 contains 4031 members
Entering Unmasked Estep
Score: -411382.312500 Penalty: 2832.180908
Iteration 13Q: 3 clusters Score -411382.3 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1988 members
Mstep: Class 2 contains 4102 members
Entering Unmasked Estep
Score: -411463.125000 Penalty: 2832.180908
Iteration 14Q: 3 clusters Score -411463.1 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1948 members
Mstep: Class 2 contains 4142 members
Entering Unmasked Estep
Score: -411519.843750 Penalty: 2832.180908
Iteration 15Q: 3 clusters Score -411519.8 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1896 members
Mstep: Class 2 contains 4194 members
Entering Unmasked Estep
Score: -411581.250000 Penalty: 2832.180908
Iteration 16Q: 3 clusters Score -411581.2 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1858 members
Mstep: Class 2 contains 4232 members
Entering Unmasked Estep
Score: -411639.281250 Penalty: 2832.180908
Iteration 17Q: 3 clusters Score -411639.3 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1831 members
Mstep: Class 2 contains 4259 members
Entering Unmasked Estep
Score: -411699.531250 Penalty: 2832.180908
Iteration 18Q: 3 clusters Score -411699.5 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1812 members
Mstep: Class 2 contains 4278 members
Entering Unmasked Estep
Score: -411734.718750 Penalty: 2832.180908
Iteration 19Q: 3 clusters Score -411734.7 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1801 members
Mstep: Class 2 contains 4289 members
Entering Unmasked Estep
Score: -411771.031250 Penalty: 2832.180908
Iteration 20F: 3 clusters Score -411771 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1793 members
Mstep: Class 2 contains 4297 members
Entering Unmasked Estep
Score: -411800.687500 Penalty: 2832.180908
Iteration 21Q: 3 clusters Score -411800.7 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1789 members
Mstep: Class 2 contains 4301 members
Entering Unmasked Estep
Score: -411840.343750 Penalty: 2832.180908
Iteration 22Q: 3 clusters Score -411840.3 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1797 members
Mstep: Class 2 contains 4293 members
Entering Unmasked Estep
Score: -411882.125000 Penalty: 2832.180908
Iteration 23Q: 3 clusters Score -411882.1 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1792 members
Mstep: Class 2 contains 4298 members
Entering Unmasked Estep
Score: -411907.687500 Penalty: 2832.180908
Iteration 24Q: 3 clusters Score -411907.7 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1780 members
Mstep: Class 2 contains 4310 members
Entering Unmasked Estep
Score: -411924.468750 Penalty: 2832.180908
Iteration 25Q: 3 clusters Score -411924.5 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1774 members
Mstep: Class 2 contains 4316 members
Entering Unmasked Estep
Score: -411936.031250 Penalty: 2832.180908
Iteration 26Q: 3 clusters Score -411936 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1764 members
Mstep: Class 2 contains 4326 members
Entering Unmasked Estep
Score: -411946.343750 Penalty: 2832.180908
Iteration 27Q: 3 clusters Score -411946.3 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1755 members
Mstep: Class 2 contains 4335 members
Entering Unmasked Estep
Score: -411956.250000 Penalty: 2832.180908
Iteration 28Q: 3 clusters Score -411956.2 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1752 members
Mstep: Class 2 contains 4338 members
Entering Unmasked Estep
Score: -411964.906250 Penalty: 2832.180908
Iteration 29Q: 3 clusters Score -411964.9 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1748 members
Mstep: Class 2 contains 4342 members
Entering Unmasked Estep
Score: -411971.875000 Penalty: 2832.180908
Iteration 30Q: 3 clusters Score -411971.9 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1747 members
Mstep: Class 2 contains 4343 members
Entering Unmasked Estep
Score: -411977.187500 Penalty: 2832.180908
Iteration 31Q: 3 clusters Score -411977.2 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1741 members
Mstep: Class 2 contains 4349 members
Entering Unmasked Estep
Score: -411983.281250 Penalty: 2832.180908
Iteration 32Q: 3 clusters Score -411983.3 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1741 members
Mstep: Class 2 contains 4349 members
Entering Unmasked Estep
Score: -411986.468750 Penalty: 2832.180908
Iteration 33Q: 3 clusters Score -411986.5 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1742 members
Mstep: Class 2 contains 4348 members
Entering Unmasked Estep
Score: -411988.062500 Penalty: 2832.180908
Iteration 34Q: 3 clusters Score -411988.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1742 members
Mstep: Class 2 contains 4348 members
Entering Unmasked Estep
Score: -411988.968750 Penalty: 2832.180908
Iteration 35Q: 3 clusters Score -411989 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1741 members
Mstep: Class 2 contains 4349 members
Entering Unmasked Estep
Score: -411991.687500 Penalty: 2832.180908
Iteration 36Q: 3 clusters Score -411991.7 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1739 members
Mstep: Class 2 contains 4351 members
Entering Unmasked Estep
Score: -411992.375000 Penalty: 2832.180908
Iteration 37Q: 3 clusters Score -411992.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1736 members
Mstep: Class 2 contains 4354 members
Entering Unmasked Estep
Score: -411993.437500 Penalty: 2832.180908
Iteration 38Q: 3 clusters Score -411993.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1734 members
Mstep: Class 2 contains 4356 members
Entering Unmasked Estep
Score: -411993.687500 Penalty: 2832.180908
Iteration 39Q: 3 clusters Score -411993.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1732 members
Mstep: Class 2 contains 4358 members
Entering Unmasked Estep
Score: -411993.875000 Penalty: 2832.180908
Iteration 40F: 3 clusters Score -411993.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1730 members
Mstep: Class 2 contains 4360 members
Entering Unmasked Estep
Score: -411994.812500 Penalty: 2832.180908
Iteration 41Q: 3 clusters Score -411994.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1731 members
Mstep: Class 2 contains 4359 members
Entering Unmasked Estep
Score: -411994.468750 Penalty: 2832.180908
Iteration 42Q: 3 clusters Score -411994.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1731 members
Mstep: Class 2 contains 4359 members
Entering Unmasked Estep
Score: -411995.250000 Penalty: 2832.180908
Iteration 43Q: 3 clusters Score -411995.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1731 members
Mstep: Class 2 contains 4359 members
Entering Unmasked Estep
Score: -411995.031250 Penalty: 2832.180908
Iteration 44Q: 3 clusters Score -411995 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1731 members
Mstep: Class 2 contains 4359 members
Entering Unmasked Estep
Score: -411995.031250 Penalty: 2832.180908
Iteration 45F: 3 clusters Score -411995 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (24882 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24882 members
Entering Unmasked Estep
Score: -1756247.375000 Penalty: 1644.808716
Iteration 0F: 2 clusters Score -1756247 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12350 members
Mstep: Class 2 contains 12532 members
Entering Unmasked Estep
Score: -1739303.500000 Penalty: 3289.617432
Iteration 0F: 3 clusters Score -1739304 nChanged 11396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11962 members
Mstep: Class 2 contains 12920 members
Entering Unmasked Estep
Score: -1745627.250000 Penalty: 3289.617432
Iteration 1F: 3 clusters Score -1745627 nChanged 1125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11683 members
Mstep: Class 2 contains 13199 members
Entering Unmasked Estep
Score: -1746000.625000 Penalty: 3289.617432
Iteration 2Q: 3 clusters Score -1746001 nChanged 1058
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11273 members
Mstep: Class 2 contains 13609 members
Entering Unmasked Estep
Score: -1746356.000000 Penalty: 3289.617432
Iteration 3Q: 3 clusters Score -1746356 nChanged 1065
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10660 members
Mstep: Class 2 contains 14222 members
Entering Unmasked Estep
Score: -1746790.625000 Penalty: 3289.617432
Iteration 4Q: 3 clusters Score -1746791 nChanged 1135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9797 members
Mstep: Class 2 contains 15085 members
Entering Unmasked Estep
Score: -1747331.250000 Penalty: 3289.617432
Iteration 5Q: 3 clusters Score -1747331 nChanged 1268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8703 members
Mstep: Class 2 contains 16179 members
Entering Unmasked Estep
Score: -1748069.375000 Penalty: 3289.617432
Iteration 6F: 3 clusters Score -1748069 nChanged 1463
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7350 members
Mstep: Class 2 contains 17532 members
Entering Unmasked Estep
Score: -1749058.375000 Penalty: 3289.617432
Iteration 7F: 3 clusters Score -1749058 nChanged 1473
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5937 members
Mstep: Class 2 contains 18945 members
Entering Unmasked Estep
Score: -1750155.000000 Penalty: 3289.617432
Iteration 8F: 3 clusters Score -1750155 nChanged 1422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4561 members
Mstep: Class 2 contains 20321 members
Entering Unmasked Estep
Score: -1751293.375000 Penalty: 3289.617432
Iteration 9F: 3 clusters Score -1751293 nChanged 1186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3413 members
Mstep: Class 2 contains 21469 members
Entering Unmasked Estep
Score: -1752255.750000 Penalty: 3289.617432
Iteration 10Q: 3 clusters Score -1752256 nChanged 930
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2509 members
Mstep: Class 2 contains 22373 members
Entering Unmasked Estep
Score: -1753028.625000 Penalty: 3289.617432
Iteration 11Q: 3 clusters Score -1753029 nChanged 719
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1798 members
Mstep: Class 2 contains 23084 members
Entering Unmasked Estep
Score: -1753620.875000 Penalty: 3289.617432
Iteration 12Q: 3 clusters Score -1753621 nChanged 518
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1288 members
Mstep: Class 2 contains 23594 members
Entering Unmasked Estep
Score: -1754044.125000 Penalty: 3289.617432
Iteration 13Q: 3 clusters Score -1754044 nChanged 310
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 986 members
Mstep: Class 2 contains 23896 members
Entering Unmasked Estep
Score: -1754291.375000 Penalty: 3289.617432
Iteration 14Q: 3 clusters Score -1754291 nChanged 221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 767 members
Mstep: Class 2 contains 24115 members
Entering Unmasked Estep
Score: -1754453.125000 Penalty: 3289.617432
Iteration 15Q: 3 clusters Score -1754453 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 622 members
Mstep: Class 2 contains 24260 members
Entering Unmasked Estep
Score: -1754572.000000 Penalty: 3289.617432
Iteration 16Q: 3 clusters Score -1754572 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 542 members
Mstep: Class 2 contains 24340 members
Entering Unmasked Estep
Score: -1754639.000000 Penalty: 3289.617432
Iteration 17Q: 3 clusters Score -1754639 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 488 members
Mstep: Class 2 contains 24394 members
Entering Unmasked Estep
Score: -1754690.625000 Penalty: 3289.617432
Iteration 18Q: 3 clusters Score -1754691 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 445 members
Mstep: Class 2 contains 24437 members
Entering Unmasked Estep
Score: -1754716.000000 Penalty: 3289.617432
Iteration 19Q: 3 clusters Score -1754716 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 418 members
Mstep: Class 2 contains 24464 members
Entering Unmasked Estep
Score: -1754737.625000 Penalty: 3289.617432
Iteration 20F: 3 clusters Score -1754738 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 404 members
Mstep: Class 2 contains 24478 members
Entering Unmasked Estep
Score: -1754749.125000 Penalty: 3289.617432
Iteration 21Q: 3 clusters Score -1754749 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 392 members
Mstep: Class 2 contains 24490 members
Entering Unmasked Estep
Score: -1754755.625000 Penalty: 3289.617432
Iteration 22Q: 3 clusters Score -1754756 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 382 members
Mstep: Class 2 contains 24500 members
Entering Unmasked Estep
Score: -1754766.000000 Penalty: 3289.617432
Iteration 23Q: 3 clusters Score -1754766 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 372 members
Mstep: Class 2 contains 24510 members
Entering Unmasked Estep
Score: -1754774.500000 Penalty: 3289.617432
Iteration 24Q: 3 clusters Score -1754774 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 368 members
Mstep: Class 2 contains 24514 members
Entering Unmasked Estep
Score: -1754779.500000 Penalty: 3289.617432
Iteration 25Q: 3 clusters Score -1754780 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 361 members
Mstep: Class 2 contains 24521 members
Entering Unmasked Estep
Score: -1754783.750000 Penalty: 3289.617432
Iteration 26Q: 3 clusters Score -1754784 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 355 members
Mstep: Class 2 contains 24527 members
Entering Unmasked Estep
Score: -1754788.500000 Penalty: 3289.617432
Iteration 27Q: 3 clusters Score -1754788 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 344 members
Mstep: Class 2 contains 24538 members
Entering Unmasked Estep
Score: -1754799.125000 Penalty: 3289.617432
Iteration 28Q: 3 clusters Score -1754799 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 334 members
Mstep: Class 2 contains 24548 members
Entering Unmasked Estep
Score: -1754808.125000 Penalty: 3289.617432
Iteration 29Q: 3 clusters Score -1754808 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 326 members
Mstep: Class 2 contains 24556 members
Entering Unmasked Estep
Score: -1754813.250000 Penalty: 3289.617432
Iteration 30Q: 3 clusters Score -1754813 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 321 members
Mstep: Class 2 contains 24561 members
Entering Unmasked Estep
Score: -1754815.500000 Penalty: 3289.617432
Iteration 31Q: 3 clusters Score -1754816 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 316 members
Mstep: Class 2 contains 24566 members
Entering Unmasked Estep
Score: -1754819.250000 Penalty: 3289.617432
Iteration 32Q: 3 clusters Score -1754819 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 313 members
Mstep: Class 2 contains 24569 members
Entering Unmasked Estep
Score: -1754821.625000 Penalty: 3289.617432
Iteration 33Q: 3 clusters Score -1754822 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 310 members
Mstep: Class 2 contains 24572 members
Entering Unmasked Estep
Score: -1754825.500000 Penalty: 3289.617432
Iteration 34Q: 3 clusters Score -1754826 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 307 members
Mstep: Class 2 contains 24575 members
Entering Unmasked Estep
Score: -1754831.875000 Penalty: 3289.617432
Iteration 35Q: 3 clusters Score -1754832 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 300 members
Mstep: Class 2 contains 24582 members
Entering Unmasked Estep
Score: -1754836.625000 Penalty: 3289.617432
Iteration 36Q: 3 clusters Score -1754837 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 297 members
Mstep: Class 2 contains 24585 members
Entering Unmasked Estep
Score: -1754840.500000 Penalty: 3289.617432
Iteration 37Q: 3 clusters Score -1754840 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 296 members
Mstep: Class 2 contains 24586 members
Entering Unmasked Estep
Score: -1754842.750000 Penalty: 3289.617432
Iteration 38Q: 3 clusters Score -1754843 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 292 members
Mstep: Class 2 contains 24590 members
Entering Unmasked Estep
Score: -1754847.625000 Penalty: 3289.617432
Iteration 39Q: 3 clusters Score -1754848 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 288 members
Mstep: Class 2 contains 24594 members
Entering Unmasked Estep
Score: -1754850.250000 Penalty: 3289.617432
Iteration 40F: 3 clusters Score -1754850 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 286 members
Mstep: Class 2 contains 24596 members
Entering Unmasked Estep
Score: -1754852.125000 Penalty: 3289.617432
Iteration 41Q: 3 clusters Score -1754852 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 286 members
Mstep: Class 2 contains 24596 members
Entering Unmasked Estep
Score: -1754852.125000 Penalty: 3289.617432
Iteration 42F: 3 clusters Score -1754852 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (98394 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 98394 members
Entering Unmasked Estep
Score: -6646683.500000 Penalty: 1868.219360
Iteration 0F: 2 clusters Score -6646684 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49129 members
Mstep: Class 2 contains 49265 members
Entering Unmasked Estep
Score: -6581080.500000 Penalty: 3736.438721
Iteration 0F: 3 clusters Score -6581080 nChanged 46963
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46258 members
Mstep: Class 2 contains 52136 members
Entering Unmasked Estep
Score: -6608958.000000 Penalty: 3736.438721
Iteration 1F: 3 clusters Score -6608958 nChanged 4885
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44797 members
Mstep: Class 2 contains 53597 members
Entering Unmasked Estep
Score: -6611313.000000 Penalty: 3736.438721
Iteration 2Q: 3 clusters Score -6611313 nChanged 5788
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42721 members
Mstep: Class 2 contains 55673 members
Entering Unmasked Estep
Score: -6615121.000000 Penalty: 3736.438721
Iteration 3F: 3 clusters Score -6615121 nChanged 7060
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40411 members
Mstep: Class 2 contains 57983 members
Entering Unmasked Estep
Score: -6621046.000000 Penalty: 3736.438721
Iteration 4F: 3 clusters Score -6621046 nChanged 7785
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38522 members
Mstep: Class 2 contains 59872 members
Entering Unmasked Estep
Score: -6627762.500000 Penalty: 3736.438721
Iteration 5F: 3 clusters Score -6627762 nChanged 7235
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37675 members
Mstep: Class 2 contains 60719 members
Entering Unmasked Estep
Score: -6633289.500000 Penalty: 3736.438721
Iteration 6F: 3 clusters Score -6633290 nChanged 5722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37713 members
Mstep: Class 2 contains 60681 members
Entering Unmasked Estep
Score: -6636837.000000 Penalty: 3736.438721
Iteration 7F: 3 clusters Score -6636837 nChanged 4211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38224 members
Mstep: Class 2 contains 60170 members
Entering Unmasked Estep
Score: -6638920.500000 Penalty: 3736.438721
Iteration 8Q: 3 clusters Score -6638920 nChanged 2990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38896 members
Mstep: Class 2 contains 59498 members
Entering Unmasked Estep
Score: -6640077.500000 Penalty: 3736.438721
Iteration 9Q: 3 clusters Score -6640078 nChanged 2333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39555 members
Mstep: Class 2 contains 58839 members
Entering Unmasked Estep
Score: -6640978.500000 Penalty: 3736.438721
Iteration 10Q: 3 clusters Score -6640978 nChanged 1889
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40162 members
Mstep: Class 2 contains 58232 members
Entering Unmasked Estep
Score: -6641725.000000 Penalty: 3736.438721
Iteration 11Q: 3 clusters Score -6641725 nChanged 1659
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40739 members
Mstep: Class 2 contains 57655 members
Entering Unmasked Estep
Score: -6642376.000000 Penalty: 3736.438721
Iteration 12Q: 3 clusters Score -6642376 nChanged 1522
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41225 members
Mstep: Class 2 contains 57169 members
Entering Unmasked Estep
Score: -6642767.500000 Penalty: 3736.438721
Iteration 13Q: 3 clusters Score -6642768 nChanged 1258
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41587 members
Mstep: Class 2 contains 56807 members
Entering Unmasked Estep
Score: -6643101.000000 Penalty: 3736.438721
Iteration 14Q: 3 clusters Score -6643101 nChanged 1097
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41828 members
Mstep: Class 2 contains 56566 members
Entering Unmasked Estep
Score: -6643388.500000 Penalty: 3736.438721
Iteration 15Q: 3 clusters Score -6643388 nChanged 938
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42014 members
Mstep: Class 2 contains 56380 members
Entering Unmasked Estep
Score: -6643517.000000 Penalty: 3736.438721
Iteration 16Q: 3 clusters Score -6643517 nChanged 770
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42118 members
Mstep: Class 2 contains 56276 members
Entering Unmasked Estep
Score: -6643674.000000 Penalty: 3736.438721
Iteration 17Q: 3 clusters Score -6643674 nChanged 632
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42178 members
Mstep: Class 2 contains 56216 members
Entering Unmasked Estep
Score: -6643757.000000 Penalty: 3736.438721
Iteration 18Q: 3 clusters Score -6643757 nChanged 530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42218 members
Mstep: Class 2 contains 56176 members
Entering Unmasked Estep
Score: -6643825.500000 Penalty: 3736.438721
Iteration 19Q: 3 clusters Score -6643826 nChanged 402
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42218 members
Mstep: Class 2 contains 56176 members
Entering Unmasked Estep
Score: -6643825.500000 Penalty: 3736.438721
Iteration 20F: 3 clusters Score -6643826 nChanged 344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42194 members
Mstep: Class 2 contains 56200 members
Entering Unmasked Estep
Score: -6643841.500000 Penalty: 3736.438721
Iteration 21Q: 3 clusters Score -6643842 nChanged 308
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42154 members
Mstep: Class 2 contains 56240 members
Entering Unmasked Estep
Score: -6643831.000000 Penalty: 3736.438721
Iteration 22Q: 3 clusters Score -6643831 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42128 members
Mstep: Class 2 contains 56266 members
Entering Unmasked Estep
Score: -6643864.500000 Penalty: 3736.438721
Iteration 23Q: 3 clusters Score -6643864 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42073 members
Mstep: Class 2 contains 56321 members
Entering Unmasked Estep
Score: -6643863.000000 Penalty: 3736.438721
Iteration 24Q: 3 clusters Score -6643863 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42006 members
Mstep: Class 2 contains 56388 members
Entering Unmasked Estep
Score: -6643880.000000 Penalty: 3736.438721
Iteration 25Q: 3 clusters Score -6643880 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41952 members
Mstep: Class 2 contains 56442 members
Entering Unmasked Estep
Score: -6643891.500000 Penalty: 3736.438721
Iteration 26Q: 3 clusters Score -6643892 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41913 members
Mstep: Class 2 contains 56481 members
Entering Unmasked Estep
Score: -6643903.500000 Penalty: 3736.438721
Iteration 27Q: 3 clusters Score -6643904 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41862 members
Mstep: Class 2 contains 56532 members
Entering Unmasked Estep
Score: -6643904.500000 Penalty: 3736.438721
Iteration 28Q: 3 clusters Score -6643904 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41821 members
Mstep: Class 2 contains 56573 members
Entering Unmasked Estep
Score: -6643917.000000 Penalty: 3736.438721
Iteration 29Q: 3 clusters Score -6643917 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41792 members
Mstep: Class 2 contains 56602 members
Entering Unmasked Estep
Score: -6643913.000000 Penalty: 3736.438721
Iteration 30Q: 3 clusters Score -6643913 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41752 members
Mstep: Class 2 contains 56642 members
Entering Unmasked Estep
Score: -6643908.000000 Penalty: 3736.438721
Iteration 31Q: 3 clusters Score -6643908 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41712 members
Mstep: Class 2 contains 56682 members
Entering Unmasked Estep
Score: -6643909.000000 Penalty: 3736.438721
Iteration 32Q: 3 clusters Score -6643909 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41628 members
Mstep: Class 2 contains 56766 members
Entering Unmasked Estep
Score: -6643909.500000 Penalty: 3736.438721
Iteration 33Q: 3 clusters Score -6643910 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41545 members
Mstep: Class 2 contains 56849 members
Entering Unmasked Estep
Score: -6643930.500000 Penalty: 3736.438721
Iteration 34Q: 3 clusters Score -6643930 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41454 members
Mstep: Class 2 contains 56940 members
Entering Unmasked Estep
Score: -6643934.000000 Penalty: 3736.438721
Iteration 35Q: 3 clusters Score -6643934 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41384 members
Mstep: Class 2 contains 57010 members
Entering Unmasked Estep
Score: -6643933.500000 Penalty: 3736.438721
Iteration 36Q: 3 clusters Score -6643934 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41300 members
Mstep: Class 2 contains 57094 members
Entering Unmasked Estep
Score: -6643941.500000 Penalty: 3736.438721
Iteration 37Q: 3 clusters Score -6643942 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41190 members
Mstep: Class 2 contains 57204 members
Entering Unmasked Estep
Score: -6643952.000000 Penalty: 3736.438721
Iteration 38Q: 3 clusters Score -6643952 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41085 members
Mstep: Class 2 contains 57309 members
Entering Unmasked Estep
Score: -6643939.500000 Penalty: 3736.438721
Iteration 39Q: 3 clusters Score -6643940 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40966 members
Mstep: Class 2 contains 57428 members
Entering Unmasked Estep
Score: -6643946.500000 Penalty: 3736.438721
Iteration 40F: 3 clusters Score -6643946 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40858 members
Mstep: Class 2 contains 57536 members
Entering Unmasked Estep
Score: -6643980.500000 Penalty: 3736.438721
Iteration 41Q: 3 clusters Score -6643980 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40742 members
Mstep: Class 2 contains 57652 members
Entering Unmasked Estep
Score: -6643990.500000 Penalty: 3736.438721
Iteration 42Q: 3 clusters Score -6643990 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40630 members
Mstep: Class 2 contains 57764 members
Entering Unmasked Estep
Score: -6644019.500000 Penalty: 3736.438721
Iteration 43Q: 3 clusters Score -6644020 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40519 members
Mstep: Class 2 contains 57875 members
Entering Unmasked Estep
Score: -6644002.000000 Penalty: 3736.438721
Iteration 44Q: 3 clusters Score -6644002 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40425 members
Mstep: Class 2 contains 57969 members
Entering Unmasked Estep
Score: -6644005.500000 Penalty: 3736.438721
Iteration 45Q: 3 clusters Score -6644006 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40350 members
Mstep: Class 2 contains 58044 members
Entering Unmasked Estep
Score: -6644030.500000 Penalty: 3736.438721
Iteration 46Q: 3 clusters Score -6644030 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40273 members
Mstep: Class 2 contains 58121 members
Entering Unmasked Estep
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Iteration 47Q: 3 clusters Score -6644020 nChanged 104
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Mstep: Class 1 contains 40197 members
Mstep: Class 2 contains 58197 members
Entering Unmasked Estep
Score: -6644015.000000 Penalty: 3736.438721
Iteration 48Q: 3 clusters Score -6644015 nChanged 116
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Mstep: Class 1 contains 40121 members
Mstep: Class 2 contains 58273 members
Entering Unmasked Estep
Score: -6644011.000000 Penalty: 3736.438721
Iteration 49Q: 3 clusters Score -6644011 nChanged 107
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Mstep: Class 1 contains 40044 members
Mstep: Class 2 contains 58350 members
Entering Unmasked Estep
Score: -6644019.000000 Penalty: 3736.438721
Iteration 50Q: 3 clusters Score -6644019 nChanged 100
Entering Unmasked Mstep
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Mstep: Class 1 contains 39970 members
Mstep: Class 2 contains 58424 members
Entering Unmasked Estep
Score: -6644012.000000 Penalty: 3736.438721
Iteration 51Q: 3 clusters Score -6644012 nChanged 105
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Mstep: Class 1 contains 39891 members
Mstep: Class 2 contains 58503 members
Entering Unmasked Estep
Score: -6644017.000000 Penalty: 3736.438721
Iteration 52Q: 3 clusters Score -6644017 nChanged 120
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39801 members
Mstep: Class 2 contains 58593 members
Entering Unmasked Estep
Score: -6644023.500000 Penalty: 3736.438721
Iteration 53Q: 3 clusters Score -6644024 nChanged 115
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Mstep: Class 1 contains 39702 members
Mstep: Class 2 contains 58692 members
Entering Unmasked Estep
Score: -6644029.000000 Penalty: 3736.438721
Iteration 54Q: 3 clusters Score -6644029 nChanged 120
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Mstep: Class 1 contains 39604 members
Mstep: Class 2 contains 58790 members
Entering Unmasked Estep
Score: -6644038.500000 Penalty: 3736.438721
Iteration 55Q: 3 clusters Score -6644038 nChanged 124
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Mstep: Class 1 contains 39494 members
Mstep: Class 2 contains 58900 members
Entering Unmasked Estep
Score: -6644032.500000 Penalty: 3736.438721
Iteration 56Q: 3 clusters Score -6644032 nChanged 124
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Mstep: Class 1 contains 39384 members
Mstep: Class 2 contains 59010 members
Entering Unmasked Estep
Score: -6644034.500000 Penalty: 3736.438721
Iteration 57Q: 3 clusters Score -6644034 nChanged 134
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39274 members
Mstep: Class 2 contains 59120 members
Entering Unmasked Estep
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Iteration 58Q: 3 clusters Score -6644024 nChanged 121
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39187 members
Mstep: Class 2 contains 59207 members
Entering Unmasked Estep
Score: -6644039.000000 Penalty: 3736.438721
Iteration 59Q: 3 clusters Score -6644039 nChanged 118
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39113 members
Mstep: Class 2 contains 59281 members
Entering Unmasked Estep
Score: -6644044.500000 Penalty: 3736.438721
Iteration 60F: 3 clusters Score -6644044 nChanged 111
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39034 members
Mstep: Class 2 contains 59360 members
Entering Unmasked Estep
Score: -6644056.000000 Penalty: 3736.438721
Iteration 61Q: 3 clusters Score -6644056 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38958 members
Mstep: Class 2 contains 59436 members
Entering Unmasked Estep
Score: -6644076.500000 Penalty: 3736.438721
Iteration 62Q: 3 clusters Score -6644076 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38896 members
Mstep: Class 2 contains 59498 members
Entering Unmasked Estep
Score: -6644086.500000 Penalty: 3736.438721
Iteration 63Q: 3 clusters Score -6644086 nChanged 89
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Mstep: Class 1 contains 38821 members
Mstep: Class 2 contains 59573 members
Entering Unmasked Estep
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Iteration 64Q: 3 clusters Score -6644088 nChanged 78
Entering Unmasked Mstep
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Mstep: Class 1 contains 38749 members
Mstep: Class 2 contains 59645 members
Entering Unmasked Estep
Score: -6644090.500000 Penalty: 3736.438721
Iteration 65Q: 3 clusters Score -6644090 nChanged 86
Entering Unmasked Mstep
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Mstep: Class 1 contains 38675 members
Mstep: Class 2 contains 59719 members
Entering Unmasked Estep
Score: -6644093.500000 Penalty: 3736.438721
Iteration 66Q: 3 clusters Score -6644094 nChanged 95
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38584 members
Mstep: Class 2 contains 59810 members
Entering Unmasked Estep
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Iteration 67Q: 3 clusters Score -6644093 nChanged 105
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Mstep: Class 1 contains 38483 members
Mstep: Class 2 contains 59911 members
Entering Unmasked Estep
Score: -6644115.500000 Penalty: 3736.438721
Iteration 68Q: 3 clusters Score -6644116 nChanged 127
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Mstep: Class 1 contains 38360 members
Mstep: Class 2 contains 60034 members
Entering Unmasked Estep
Score: -6644141.500000 Penalty: 3736.438721
Iteration 69Q: 3 clusters Score -6644142 nChanged 143
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38229 members
Mstep: Class 2 contains 60165 members
Entering Unmasked Estep
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Iteration 70Q: 3 clusters Score -6644141 nChanged 159
Entering Unmasked Mstep
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Mstep: Class 1 contains 38076 members
Mstep: Class 2 contains 60318 members
Entering Unmasked Estep
Score: -6644164.500000 Penalty: 3736.438721
Iteration 71Q: 3 clusters Score -6644164 nChanged 156
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Mstep: Class 1 contains 37928 members
Mstep: Class 2 contains 60466 members
Entering Unmasked Estep
Score: -6644154.500000 Penalty: 3736.438721
Iteration 72Q: 3 clusters Score -6644154 nChanged 167
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Mstep: Class 1 contains 37763 members
Mstep: Class 2 contains 60631 members
Entering Unmasked Estep
Score: -6644133.000000 Penalty: 3736.438721
Iteration 73Q: 3 clusters Score -6644133 nChanged 136
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Mstep: Class 1 contains 37627 members
Mstep: Class 2 contains 60767 members
Entering Unmasked Estep
Score: -6644134.000000 Penalty: 3736.438721
Iteration 74Q: 3 clusters Score -6644134 nChanged 150
Entering Unmasked Mstep
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Mstep: Class 1 contains 37477 members
Mstep: Class 2 contains 60917 members
Entering Unmasked Estep
Score: -6644159.000000 Penalty: 3736.438721
Iteration 75Q: 3 clusters Score -6644159 nChanged 149
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Mstep: Class 1 contains 37332 members
Mstep: Class 2 contains 61062 members
Entering Unmasked Estep
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Iteration 76Q: 3 clusters Score -6644164 nChanged 159
Entering Unmasked Mstep
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Mstep: Class 1 contains 37175 members
Mstep: Class 2 contains 61219 members
Entering Unmasked Estep
Score: -6644176.500000 Penalty: 3736.438721
Iteration 77Q: 3 clusters Score -6644176 nChanged 163
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Mstep: Class 1 contains 37014 members
Mstep: Class 2 contains 61380 members
Entering Unmasked Estep
Score: -6644195.000000 Penalty: 3736.438721
Iteration 78Q: 3 clusters Score -6644195 nChanged 162
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Mstep: Class 1 contains 36858 members
Mstep: Class 2 contains 61536 members
Entering Unmasked Estep
Score: -6644189.500000 Penalty: 3736.438721
Iteration 79Q: 3 clusters Score -6644190 nChanged 158
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36704 members
Mstep: Class 2 contains 61690 members
Entering Unmasked Estep
Score: -6644183.000000 Penalty: 3736.438721
Iteration 80F: 3 clusters Score -6644183 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36541 members
Mstep: Class 2 contains 61853 members
Entering Unmasked Estep
Score: -6644200.500000 Penalty: 3736.438721
Iteration 81Q: 3 clusters Score -6644200 nChanged 181
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36360 members
Mstep: Class 2 contains 62034 members
Entering Unmasked Estep
Score: -6644190.500000 Penalty: 3736.438721
Iteration 82Q: 3 clusters Score -6644190 nChanged 196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36164 members
Mstep: Class 2 contains 62230 members
Entering Unmasked Estep
Score: -6644209.000000 Penalty: 3736.438721
Iteration 83Q: 3 clusters Score -6644209 nChanged 171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35993 members
Mstep: Class 2 contains 62401 members
Entering Unmasked Estep
Score: -6644194.000000 Penalty: 3736.438721
Iteration 84Q: 3 clusters Score -6644194 nChanged 203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35792 members
Mstep: Class 2 contains 62602 members
Entering Unmasked Estep
Score: -6644224.500000 Penalty: 3736.438721
Iteration 85Q: 3 clusters Score -6644224 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35601 members
Mstep: Class 2 contains 62793 members
Entering Unmasked Estep
Score: -6644241.000000 Penalty: 3736.438721
Iteration 86Q: 3 clusters Score -6644241 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35399 members
Mstep: Class 2 contains 62995 members
Entering Unmasked Estep
Score: -6644257.500000 Penalty: 3736.438721
Iteration 87Q: 3 clusters Score -6644258 nChanged 215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35184 members
Mstep: Class 2 contains 63210 members
Entering Unmasked Estep
Score: -6644277.500000 Penalty: 3736.438721
Iteration 88Q: 3 clusters Score -6644278 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34956 members
Mstep: Class 2 contains 63438 members
Entering Unmasked Estep
Score: -6644293.500000 Penalty: 3736.438721
Iteration 89Q: 3 clusters Score -6644294 nChanged 225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34731 members
Mstep: Class 2 contains 63663 members
Entering Unmasked Estep
Score: -6644318.000000 Penalty: 3736.438721
Iteration 90Q: 3 clusters Score -6644318 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34493 members
Mstep: Class 2 contains 63901 members
Entering Unmasked Estep
Score: -6644329.500000 Penalty: 3736.438721
Iteration 91Q: 3 clusters Score -6644330 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34250 members
Mstep: Class 2 contains 64144 members
Entering Unmasked Estep
Score: -6644363.000000 Penalty: 3736.438721
Iteration 92Q: 3 clusters Score -6644363 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34013 members
Mstep: Class 2 contains 64381 members
Entering Unmasked Estep
Score: -6644397.500000 Penalty: 3736.438721
Iteration 93Q: 3 clusters Score -6644398 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33783 members
Mstep: Class 2 contains 64611 members
Entering Unmasked Estep
Score: -6644444.000000 Penalty: 3736.438721
Iteration 94Q: 3 clusters Score -6644444 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33570 members
Mstep: Class 2 contains 64824 members
Entering Unmasked Estep
Score: -6644452.000000 Penalty: 3736.438721
Iteration 95Q: 3 clusters Score -6644452 nChanged 209
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33361 members
Mstep: Class 2 contains 65033 members
Entering Unmasked Estep
Score: -6644453.000000 Penalty: 3736.438721
Iteration 96Q: 3 clusters Score -6644453 nChanged 217
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33146 members
Mstep: Class 2 contains 65248 members
Entering Unmasked Estep
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Iteration 97Q: 3 clusters Score -6644464 nChanged 259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32893 members
Mstep: Class 2 contains 65501 members
Entering Unmasked Estep
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Iteration 98Q: 3 clusters Score -6644452 nChanged 256
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32637 members
Mstep: Class 2 contains 65757 members
Entering Unmasked Estep
Score: -6644460.000000 Penalty: 3736.438721
Iteration 99Q: 3 clusters Score -6644460 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32371 members
Mstep: Class 2 contains 66023 members
Entering Unmasked Estep
Score: -6644496.500000 Penalty: 3736.438721
Iteration 100F: 3 clusters Score -6644496 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32094 members
Mstep: Class 2 contains 66300 members
Entering Unmasked Estep
Score: -6644523.500000 Penalty: 3736.438721
Iteration 101Q: 3 clusters Score -6644524 nChanged 296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31798 members
Mstep: Class 2 contains 66596 members
Entering Unmasked Estep
Score: -6644579.500000 Penalty: 3736.438721
Iteration 102Q: 3 clusters Score -6644580 nChanged 274
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31526 members
Mstep: Class 2 contains 66868 members
Entering Unmasked Estep
Score: -6644603.500000 Penalty: 3736.438721
Iteration 103Q: 3 clusters Score -6644604 nChanged 292
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31236 members
Mstep: Class 2 contains 67158 members
Entering Unmasked Estep
Score: -6644611.500000 Penalty: 3736.438721
Iteration 104Q: 3 clusters Score -6644612 nChanged 295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30941 members
Mstep: Class 2 contains 67453 members
Entering Unmasked Estep
Score: -6644637.500000 Penalty: 3736.438721
Iteration 105Q: 3 clusters Score -6644638 nChanged 321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30620 members
Mstep: Class 2 contains 67774 members
Entering Unmasked Estep
Score: -6644661.000000 Penalty: 3736.438721
Iteration 106Q: 3 clusters Score -6644661 nChanged 333
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30291 members
Mstep: Class 2 contains 68103 members
Entering Unmasked Estep
Score: -6644704.500000 Penalty: 3736.438721
Iteration 107Q: 3 clusters Score -6644704 nChanged 348
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29947 members
Mstep: Class 2 contains 68447 members
Entering Unmasked Estep
Score: -6644727.500000 Penalty: 3736.438721
Iteration 108Q: 3 clusters Score -6644728 nChanged 357
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29590 members
Mstep: Class 2 contains 68804 members
Entering Unmasked Estep
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Iteration 109Q: 3 clusters Score -6644766 nChanged 340
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29252 members
Mstep: Class 2 contains 69142 members
Entering Unmasked Estep
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Iteration 110Q: 3 clusters Score -6644788 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28861 members
Mstep: Class 2 contains 69533 members
Entering Unmasked Estep
Score: -6644834.000000 Penalty: 3736.438721
Iteration 111Q: 3 clusters Score -6644834 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28480 members
Mstep: Class 2 contains 69914 members
Entering Unmasked Estep
Score: -6644864.500000 Penalty: 3736.438721
Iteration 112Q: 3 clusters Score -6644864 nChanged 418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28062 members
Mstep: Class 2 contains 70332 members
Entering Unmasked Estep
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Iteration 113Q: 3 clusters Score -6644893 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27645 members
Mstep: Class 2 contains 70749 members
Entering Unmasked Estep
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Iteration 114Q: 3 clusters Score -6644968 nChanged 395
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27256 members
Mstep: Class 2 contains 71138 members
Entering Unmasked Estep
Score: -6645026.000000 Penalty: 3736.438721
Iteration 115Q: 3 clusters Score -6645026 nChanged 408
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26848 members
Mstep: Class 2 contains 71546 members
Entering Unmasked Estep
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Iteration 116Q: 3 clusters Score -6645067 nChanged 409
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Mstep: Class 1 contains 26443 members
Mstep: Class 2 contains 71951 members
Entering Unmasked Estep
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Iteration 117Q: 3 clusters Score -6645136 nChanged 377
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26074 members
Mstep: Class 2 contains 72320 members
Entering Unmasked Estep
Score: -6645152.000000 Penalty: 3736.438721
Iteration 118Q: 3 clusters Score -6645152 nChanged 346
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25730 members
Mstep: Class 2 contains 72664 members
Entering Unmasked Estep
Score: -6645202.000000 Penalty: 3736.438721
Iteration 119Q: 3 clusters Score -6645202 nChanged 345
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25387 members
Mstep: Class 2 contains 73007 members
Entering Unmasked Estep
Score: -6645272.000000 Penalty: 3736.438721
Iteration 120F: 3 clusters Score -6645272 nChanged 359
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25032 members
Mstep: Class 2 contains 73362 members
Entering Unmasked Estep
Score: -6645315.000000 Penalty: 3736.438721
Iteration 121Q: 3 clusters Score -6645315 nChanged 374
Entering Unmasked Mstep
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Mstep: Class 1 contains 24660 members
Mstep: Class 2 contains 73734 members
Entering Unmasked Estep
Score: -6645381.000000 Penalty: 3736.438721
Iteration 122Q: 3 clusters Score -6645381 nChanged 409
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Mstep: Class 1 contains 24255 members
Mstep: Class 2 contains 74139 members
Entering Unmasked Estep
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Iteration 123Q: 3 clusters Score -6645462 nChanged 421
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23838 members
Mstep: Class 2 contains 74556 members
Entering Unmasked Estep
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Iteration 124Q: 3 clusters Score -6645512 nChanged 429
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Mstep: Class 1 contains 23417 members
Mstep: Class 2 contains 74977 members
Entering Unmasked Estep
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Iteration 125Q: 3 clusters Score -6645574 nChanged 427
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Mstep: Class 1 contains 22996 members
Mstep: Class 2 contains 75398 members
Entering Unmasked Estep
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Iteration 126Q: 3 clusters Score -6645644 nChanged 430
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Mstep: Class 1 contains 22566 members
Mstep: Class 2 contains 75828 members
Entering Unmasked Estep
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Iteration 127Q: 3 clusters Score -6645702 nChanged 413
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22161 members
Mstep: Class 2 contains 76233 members
Entering Unmasked Estep
Score: -6645742.000000 Penalty: 3736.438721
Iteration 128Q: 3 clusters Score -6645742 nChanged 404
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21761 members
Mstep: Class 2 contains 76633 members
Entering Unmasked Estep
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Iteration 129Q: 3 clusters Score -6645784 nChanged 379
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Mstep: Class 1 contains 21386 members
Mstep: Class 2 contains 77008 members
Entering Unmasked Estep
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Iteration 130Q: 3 clusters Score -6645848 nChanged 401
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Mstep: Class 1 contains 20987 members
Mstep: Class 2 contains 77407 members
Entering Unmasked Estep
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Iteration 131Q: 3 clusters Score -6645904 nChanged 367
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Mstep: Class 1 contains 20620 members
Mstep: Class 2 contains 77774 members
Entering Unmasked Estep
Score: -6645923.500000 Penalty: 3736.438721
Iteration 132Q: 3 clusters Score -6645924 nChanged 381
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Mstep: Class 1 contains 20243 members
Mstep: Class 2 contains 78151 members
Entering Unmasked Estep
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Iteration 133Q: 3 clusters Score -6646008 nChanged 380
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Mstep: Class 1 contains 19863 members
Mstep: Class 2 contains 78531 members
Entering Unmasked Estep
Score: -6646043.000000 Penalty: 3736.438721
Iteration 134Q: 3 clusters Score -6646043 nChanged 373
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Mstep: Class 1 contains 19490 members
Mstep: Class 2 contains 78904 members
Entering Unmasked Estep
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Iteration 135Q: 3 clusters Score -6646134 nChanged 380
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Mstep: Class 1 contains 19112 members
Mstep: Class 2 contains 79282 members
Entering Unmasked Estep
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Iteration 136Q: 3 clusters Score -6646183 nChanged 399
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Mstep: Class 1 contains 18715 members
Mstep: Class 2 contains 79679 members
Entering Unmasked Estep
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Iteration 137Q: 3 clusters Score -6646274 nChanged 418
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Mstep: Class 1 contains 18301 members
Mstep: Class 2 contains 80093 members
Entering Unmasked Estep
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Iteration 138Q: 3 clusters Score -6646386 nChanged 428
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Mstep: Class 1 contains 17887 members
Mstep: Class 2 contains 80507 members
Entering Unmasked Estep
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Iteration 139Q: 3 clusters Score -6646467 nChanged 420
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Mstep: Class 1 contains 17483 members
Mstep: Class 2 contains 80911 members
Entering Unmasked Estep
Score: -6646586.500000 Penalty: 3736.438721
Iteration 140F: 3 clusters Score -6646586 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17085 members
Mstep: Class 2 contains 81309 members
Entering Unmasked Estep
Score: -6646659.500000 Penalty: 3736.438721
Iteration 141Q: 3 clusters Score -6646660 nChanged 396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16701 members
Mstep: Class 2 contains 81693 members
Entering Unmasked Estep
Score: -6646809.000000 Penalty: 3736.438721
Iteration 142Q: 3 clusters Score -6646809 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16311 members
Mstep: Class 2 contains 82083 members
Entering Unmasked Estep
Score: -6646966.000000 Penalty: 3736.438721
Iteration 143Q: 3 clusters Score -6646966 nChanged 465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15884 members
Mstep: Class 2 contains 82510 members
Entering Unmasked Estep
Score: -6647175.000000 Penalty: 3736.438721
Iteration 144Q: 3 clusters Score -6647175 nChanged 475
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15465 members
Mstep: Class 2 contains 82929 members
Entering Unmasked Estep
Score: -6647392.500000 Penalty: 3736.438721
Iteration 145Q: 3 clusters Score -6647392 nChanged 497
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15034 members
Mstep: Class 2 contains 83360 members
Entering Unmasked Estep
Score: -6647612.000000 Penalty: 3736.438721
Iteration 146Q: 3 clusters Score -6647612 nChanged 494
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14624 members
Mstep: Class 2 contains 83770 members
Entering Unmasked Estep
Score: -6647847.000000 Penalty: 3736.438721
Iteration 147Q: 3 clusters Score -6647847 nChanged 513
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14209 members
Mstep: Class 2 contains 84185 members
Entering Unmasked Estep
Score: -6648074.000000 Penalty: 3736.438721
Iteration 148Q: 3 clusters Score -6648074 nChanged 491
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13802 members
Mstep: Class 2 contains 84592 members
Entering Unmasked Estep
Score: -6648300.000000 Penalty: 3736.438721
Iteration 149Q: 3 clusters Score -6648300 nChanged 443
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13433 members
Mstep: Class 2 contains 84961 members
Entering Unmasked Estep
Score: -6648417.000000 Penalty: 3736.438721
Iteration 150Q: 3 clusters Score -6648417 nChanged 361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13118 members
Mstep: Class 2 contains 85276 members
Entering Unmasked Estep
Score: -6648500.500000 Penalty: 3736.438721
Iteration 151Q: 3 clusters Score -6648500 nChanged 306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12844 members
Mstep: Class 2 contains 85550 members
Entering Unmasked Estep
Score: -6648572.000000 Penalty: 3736.438721
Iteration 152Q: 3 clusters Score -6648572 nChanged 260
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12594 members
Mstep: Class 2 contains 85800 members
Entering Unmasked Estep
Score: -6648635.500000 Penalty: 3736.438721
Iteration 153Q: 3 clusters Score -6648636 nChanged 220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12378 members
Mstep: Class 2 contains 86016 members
Entering Unmasked Estep
Score: -6648687.000000 Penalty: 3736.438721
Iteration 154Q: 3 clusters Score -6648687 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12194 members
Mstep: Class 2 contains 86200 members
Entering Unmasked Estep
Score: -6648714.500000 Penalty: 3736.438721
Iteration 155Q: 3 clusters Score -6648714 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12017 members
Mstep: Class 2 contains 86377 members
Entering Unmasked Estep
Score: -6648747.000000 Penalty: 3736.438721
Iteration 156Q: 3 clusters Score -6648747 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11875 members
Mstep: Class 2 contains 86519 members
Entering Unmasked Estep
Score: -6648754.500000 Penalty: 3736.438721
Iteration 157Q: 3 clusters Score -6648754 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11750 members
Mstep: Class 2 contains 86644 members
Entering Unmasked Estep
Score: -6648763.000000 Penalty: 3736.438721
Iteration 158Q: 3 clusters Score -6648763 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11635 members
Mstep: Class 2 contains 86759 members
Entering Unmasked Estep
Score: -6648774.500000 Penalty: 3736.438721
Iteration 159Q: 3 clusters Score -6648774 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11536 members
Mstep: Class 2 contains 86858 members
Entering Unmasked Estep
Score: -6648777.000000 Penalty: 3736.438721
Iteration 160F: 3 clusters Score -6648777 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11455 members
Mstep: Class 2 contains 86939 members
Entering Unmasked Estep
Score: -6648783.500000 Penalty: 3736.438721
Iteration 161Q: 3 clusters Score -6648784 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11385 members
Mstep: Class 2 contains 87009 members
Entering Unmasked Estep
Score: -6648775.500000 Penalty: 3736.438721
Iteration 162Q: 3 clusters Score -6648776 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11331 members
Mstep: Class 2 contains 87063 members
Entering Unmasked Estep
Score: -6648770.000000 Penalty: 3736.438721
Iteration 163Q: 3 clusters Score -6648770 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11275 members
Mstep: Class 2 contains 87119 members
Entering Unmasked Estep
Score: -6648765.000000 Penalty: 3736.438721
Iteration 164Q: 3 clusters Score -6648765 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11229 members
Mstep: Class 2 contains 87165 members
Entering Unmasked Estep
Score: -6648765.500000 Penalty: 3736.438721
Iteration 165Q: 3 clusters Score -6648766 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11183 members
Mstep: Class 2 contains 87211 members
Entering Unmasked Estep
Score: -6648774.500000 Penalty: 3736.438721
Iteration 166Q: 3 clusters Score -6648774 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11133 members
Mstep: Class 2 contains 87261 members
Entering Unmasked Estep
Score: -6648786.500000 Penalty: 3736.438721
Iteration 167Q: 3 clusters Score -6648786 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11087 members
Mstep: Class 2 contains 87307 members
Entering Unmasked Estep
Score: -6648790.000000 Penalty: 3736.438721
Iteration 168Q: 3 clusters Score -6648790 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11054 members
Mstep: Class 2 contains 87340 members
Entering Unmasked Estep
Score: -6648794.000000 Penalty: 3736.438721
Iteration 169Q: 3 clusters Score -6648794 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11024 members
Mstep: Class 2 contains 87370 members
Entering Unmasked Estep
Score: -6648804.500000 Penalty: 3736.438721
Iteration 170Q: 3 clusters Score -6648804 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11001 members
Mstep: Class 2 contains 87393 members
Entering Unmasked Estep
Score: -6648813.500000 Penalty: 3736.438721
Iteration 171Q: 3 clusters Score -6648814 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10978 members
Mstep: Class 2 contains 87416 members
Entering Unmasked Estep
Score: -6648809.500000 Penalty: 3736.438721
Iteration 172Q: 3 clusters Score -6648810 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10959 members
Mstep: Class 2 contains 87435 members
Entering Unmasked Estep
Score: -6648819.000000 Penalty: 3736.438721
Iteration 173Q: 3 clusters Score -6648819 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10943 members
Mstep: Class 2 contains 87451 members
Entering Unmasked Estep
Score: -6648816.500000 Penalty: 3736.438721
Iteration 174Q: 3 clusters Score -6648816 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10935 members
Mstep: Class 2 contains 87459 members
Entering Unmasked Estep
Score: -6648812.000000 Penalty: 3736.438721
Iteration 175Q: 3 clusters Score -6648812 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10923 members
Mstep: Class 2 contains 87471 members
Entering Unmasked Estep
Score: -6648820.500000 Penalty: 3736.438721
Iteration 176Q: 3 clusters Score -6648820 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10912 members
Mstep: Class 2 contains 87482 members
Entering Unmasked Estep
Score: -6648821.000000 Penalty: 3736.438721
Iteration 177Q: 3 clusters Score -6648821 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10902 members
Mstep: Class 2 contains 87492 members
Entering Unmasked Estep
Score: -6648822.000000 Penalty: 3736.438721
Iteration 178Q: 3 clusters Score -6648822 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10893 members
Mstep: Class 2 contains 87501 members
Entering Unmasked Estep
Score: -6648811.000000 Penalty: 3736.438721
Iteration 179Q: 3 clusters Score -6648811 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10880 members
Mstep: Class 2 contains 87514 members
Entering Unmasked Estep
Score: -6648817.500000 Penalty: 3736.438721
Iteration 180F: 3 clusters Score -6648818 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10871 members
Mstep: Class 2 contains 87523 members
Entering Unmasked Estep
Score: -6648816.000000 Penalty: 3736.438721
Iteration 181Q: 3 clusters Score -6648816 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10864 members
Mstep: Class 2 contains 87530 members
Entering Unmasked Estep
Score: -6648814.000000 Penalty: 3736.438721
Iteration 182Q: 3 clusters Score -6648814 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10863 members
Mstep: Class 2 contains 87531 members
Entering Unmasked Estep
Score: -6648813.000000 Penalty: 3736.438721
Iteration 183Q: 3 clusters Score -6648813 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10862 members
Mstep: Class 2 contains 87532 members
Entering Unmasked Estep
Score: -6648812.500000 Penalty: 3736.438721
Iteration 184Q: 3 clusters Score -6648812 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10862 members
Mstep: Class 2 contains 87532 members
Entering Unmasked Estep
Score: -6648812.500000 Penalty: 3736.438721
Iteration 185F: 3 clusters Score -6648812 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 2700 members
Mstep: Class 3 contains 13650 members
Mstep: Class 4 contains 25227 members
Mstep: Class 5 contains 12469 members
Mstep: Class 6 contains 7693 members
Mstep: Class 7 contains 47121 members
Mstep: Class 8 contains 6090 members
Mstep: Class 9 contains 24882 members
Mstep: Class 10 contains 10862 members
Mstep: Class 11 contains 55893 members
Mstep: Class 12 contains 40551 members
Mstep: Class 13 contains 1364 members
Mstep: Class 14 contains 203136 members
Mstep: Class 15 contains 1320 members
Mstep: Class 16 contains 5321 members
Mstep: Class 17 contains 3340 members
Mstep: Class 18 contains 1596 members
Mstep: Class 19 contains 85125 members
Mstep: Class 20 contains 87532 members
Entering Unmasked Estep
Score: -41954168.000000 Penalty: 43496.820312
Splitting cluster 10 changes total score from -41937372.000000 to -41954168.000000
So it's getting split into cluster 20.
Entering ConstructFrom:
Trying to split cluster 12 (40551 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40551 members
Entering Unmasked Estep
Score: -2461780.500000 Penalty: 1724.176270
Iteration 0F: 2 clusters Score -2461780 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20265 members
Mstep: Class 2 contains 20286 members
Entering Unmasked Estep
Score: -2434519.750000 Penalty: 3448.352539
Iteration 0F: 3 clusters Score -2434520 nChanged 18978
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20457 members
Mstep: Class 2 contains 20094 members
Entering Unmasked Estep
Score: -2445531.250000 Penalty: 3448.352539
Iteration 1F: 3 clusters Score -2445531 nChanged 1982
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20459 members
Mstep: Class 2 contains 20092 members
Entering Unmasked Estep
Score: -2446559.500000 Penalty: 3448.352539
Iteration 2Q: 3 clusters Score -2446560 nChanged 2298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20255 members
Mstep: Class 2 contains 20296 members
Entering Unmasked Estep
Score: -2448575.000000 Penalty: 3448.352539
Iteration 3F: 3 clusters Score -2448575 nChanged 3168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19485 members
Mstep: Class 2 contains 21066 members
Entering Unmasked Estep
Score: -2452887.500000 Penalty: 3448.352539
Iteration 4F: 3 clusters Score -2452888 nChanged 4362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17213 members
Mstep: Class 2 contains 23338 members
Entering Unmasked Estep
Score: -2459107.750000 Penalty: 3448.352539
Iteration 5F: 3 clusters Score -2459108 nChanged 4552
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14129 members
Mstep: Class 2 contains 26422 members
Entering Unmasked Estep
Score: -2463894.250000 Penalty: 3448.352539
Iteration 6F: 3 clusters Score -2463894 nChanged 2705
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12408 members
Mstep: Class 2 contains 28143 members
Entering Unmasked Estep
Score: -2465839.500000 Penalty: 3448.352539
Iteration 7F: 3 clusters Score -2465840 nChanged 982
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12072 members
Mstep: Class 2 contains 28479 members
Entering Unmasked Estep
Score: -2466244.000000 Penalty: 3448.352539
Iteration 8Q: 3 clusters Score -2466244 nChanged 395
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12163 members
Mstep: Class 2 contains 28388 members
Entering Unmasked Estep
Score: -2466331.000000 Penalty: 3448.352539
Iteration 9Q: 3 clusters Score -2466331 nChanged 241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12340 members
Mstep: Class 2 contains 28211 members
Entering Unmasked Estep
Score: -2466381.750000 Penalty: 3448.352539
Iteration 10Q: 3 clusters Score -2466382 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12509 members
Mstep: Class 2 contains 28042 members
Entering Unmasked Estep
Score: -2466430.750000 Penalty: 3448.352539
Iteration 11Q: 3 clusters Score -2466431 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12680 members
Mstep: Class 2 contains 27871 members
Entering Unmasked Estep
Score: -2466469.000000 Penalty: 3448.352539
Iteration 12Q: 3 clusters Score -2466469 nChanged 192
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12870 members
Mstep: Class 2 contains 27681 members
Entering Unmasked Estep
Score: -2466506.250000 Penalty: 3448.352539
Iteration 13Q: 3 clusters Score -2466506 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13051 members
Mstep: Class 2 contains 27500 members
Entering Unmasked Estep
Score: -2466523.500000 Penalty: 3448.352539
Iteration 14Q: 3 clusters Score -2466524 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13199 members
Mstep: Class 2 contains 27352 members
Entering Unmasked Estep
Score: -2466560.000000 Penalty: 3448.352539
Iteration 15Q: 3 clusters Score -2466560 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13338 members
Mstep: Class 2 contains 27213 members
Entering Unmasked Estep
Score: -2466576.750000 Penalty: 3448.352539
Iteration 16Q: 3 clusters Score -2466577 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13489 members
Mstep: Class 2 contains 27062 members
Entering Unmasked Estep
Score: -2466604.500000 Penalty: 3448.352539
Iteration 17Q: 3 clusters Score -2466604 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13615 members
Mstep: Class 2 contains 26936 members
Entering Unmasked Estep
Score: -2466616.000000 Penalty: 3448.352539
Iteration 18Q: 3 clusters Score -2466616 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13728 members
Mstep: Class 2 contains 26823 members
Entering Unmasked Estep
Score: -2466633.500000 Penalty: 3448.352539
Iteration 19Q: 3 clusters Score -2466634 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13832 members
Mstep: Class 2 contains 26719 members
Entering Unmasked Estep
Score: -2466641.500000 Penalty: 3448.352539
Iteration 20F: 3 clusters Score -2466642 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13917 members
Mstep: Class 2 contains 26634 members
Entering Unmasked Estep
Score: -2466654.500000 Penalty: 3448.352539
Iteration 21Q: 3 clusters Score -2466654 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14011 members
Mstep: Class 2 contains 26540 members
Entering Unmasked Estep
Score: -2466669.250000 Penalty: 3448.352539
Iteration 22Q: 3 clusters Score -2466669 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14094 members
Mstep: Class 2 contains 26457 members
Entering Unmasked Estep
Score: -2466674.000000 Penalty: 3448.352539
Iteration 23Q: 3 clusters Score -2466674 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14176 members
Mstep: Class 2 contains 26375 members
Entering Unmasked Estep
Score: -2466675.250000 Penalty: 3448.352539
Iteration 24Q: 3 clusters Score -2466675 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14258 members
Mstep: Class 2 contains 26293 members
Entering Unmasked Estep
Score: -2466688.750000 Penalty: 3448.352539
Iteration 25Q: 3 clusters Score -2466689 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14347 members
Mstep: Class 2 contains 26204 members
Entering Unmasked Estep
Score: -2466702.750000 Penalty: 3448.352539
Iteration 26Q: 3 clusters Score -2466703 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14436 members
Mstep: Class 2 contains 26115 members
Entering Unmasked Estep
Score: -2466713.000000 Penalty: 3448.352539
Iteration 27Q: 3 clusters Score -2466713 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14515 members
Mstep: Class 2 contains 26036 members
Entering Unmasked Estep
Score: -2466725.500000 Penalty: 3448.352539
Iteration 28Q: 3 clusters Score -2466726 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14592 members
Mstep: Class 2 contains 25959 members
Entering Unmasked Estep
Score: -2466723.000000 Penalty: 3448.352539
Iteration 29Q: 3 clusters Score -2466723 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14679 members
Mstep: Class 2 contains 25872 members
Entering Unmasked Estep
Score: -2466728.500000 Penalty: 3448.352539
Iteration 30Q: 3 clusters Score -2466728 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14757 members
Mstep: Class 2 contains 25794 members
Entering Unmasked Estep
Score: -2466741.500000 Penalty: 3448.352539
Iteration 31Q: 3 clusters Score -2466742 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14833 members
Mstep: Class 2 contains 25718 members
Entering Unmasked Estep
Score: -2466752.250000 Penalty: 3448.352539
Iteration 32Q: 3 clusters Score -2466752 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14915 members
Mstep: Class 2 contains 25636 members
Entering Unmasked Estep
Score: -2466758.250000 Penalty: 3448.352539
Iteration 33Q: 3 clusters Score -2466758 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14999 members
Mstep: Class 2 contains 25552 members
Entering Unmasked Estep
Score: -2466766.000000 Penalty: 3448.352539
Iteration 34Q: 3 clusters Score -2466766 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15069 members
Mstep: Class 2 contains 25482 members
Entering Unmasked Estep
Score: -2466766.000000 Penalty: 3448.352539
Iteration 35Q: 3 clusters Score -2466766 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15138 members
Mstep: Class 2 contains 25413 members
Entering Unmasked Estep
Score: -2466777.500000 Penalty: 3448.352539
Iteration 36Q: 3 clusters Score -2466778 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15195 members
Mstep: Class 2 contains 25356 members
Entering Unmasked Estep
Score: -2466784.500000 Penalty: 3448.352539
Iteration 37Q: 3 clusters Score -2466784 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15249 members
Mstep: Class 2 contains 25302 members
Entering Unmasked Estep
Score: -2466785.250000 Penalty: 3448.352539
Iteration 38Q: 3 clusters Score -2466785 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15304 members
Mstep: Class 2 contains 25247 members
Entering Unmasked Estep
Score: -2466788.000000 Penalty: 3448.352539
Iteration 39Q: 3 clusters Score -2466788 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15350 members
Mstep: Class 2 contains 25201 members
Entering Unmasked Estep
Score: -2466785.250000 Penalty: 3448.352539
Iteration 40F: 3 clusters Score -2466785 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15387 members
Mstep: Class 2 contains 25164 members
Entering Unmasked Estep
Score: -2466783.250000 Penalty: 3448.352539
Iteration 41Q: 3 clusters Score -2466783 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15417 members
Mstep: Class 2 contains 25134 members
Entering Unmasked Estep
Score: -2466786.250000 Penalty: 3448.352539
Iteration 42Q: 3 clusters Score -2466786 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15452 members
Mstep: Class 2 contains 25099 members
Entering Unmasked Estep
Score: -2466787.500000 Penalty: 3448.352539
Iteration 43Q: 3 clusters Score -2466788 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15491 members
Mstep: Class 2 contains 25060 members
Entering Unmasked Estep
Score: -2466797.750000 Penalty: 3448.352539
Iteration 44Q: 3 clusters Score -2466798 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15528 members
Mstep: Class 2 contains 25023 members
Entering Unmasked Estep
Score: -2466794.750000 Penalty: 3448.352539
Iteration 45Q: 3 clusters Score -2466795 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15564 members
Mstep: Class 2 contains 24987 members
Entering Unmasked Estep
Score: -2466806.500000 Penalty: 3448.352539
Iteration 46Q: 3 clusters Score -2466806 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15598 members
Mstep: Class 2 contains 24953 members
Entering Unmasked Estep
Score: -2466805.250000 Penalty: 3448.352539
Iteration 47Q: 3 clusters Score -2466805 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15628 members
Mstep: Class 2 contains 24923 members
Entering Unmasked Estep
Score: -2466798.250000 Penalty: 3448.352539
Iteration 48Q: 3 clusters Score -2466798 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15658 members
Mstep: Class 2 contains 24893 members
Entering Unmasked Estep
Score: -2466805.250000 Penalty: 3448.352539
Iteration 49Q: 3 clusters Score -2466805 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15685 members
Mstep: Class 2 contains 24866 members
Entering Unmasked Estep
Score: -2466805.250000 Penalty: 3448.352539
Iteration 50Q: 3 clusters Score -2466805 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15709 members
Mstep: Class 2 contains 24842 members
Entering Unmasked Estep
Score: -2466804.250000 Penalty: 3448.352539
Iteration 51Q: 3 clusters Score -2466804 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15732 members
Mstep: Class 2 contains 24819 members
Entering Unmasked Estep
Score: -2466805.500000 Penalty: 3448.352539
Iteration 52Q: 3 clusters Score -2466806 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15751 members
Mstep: Class 2 contains 24800 members
Entering Unmasked Estep
Score: -2466809.500000 Penalty: 3448.352539
Iteration 53Q: 3 clusters Score -2466810 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15773 members
Mstep: Class 2 contains 24778 members
Entering Unmasked Estep
Score: -2466804.500000 Penalty: 3448.352539
Iteration 54Q: 3 clusters Score -2466804 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15799 members
Mstep: Class 2 contains 24752 members
Entering Unmasked Estep
Score: -2466807.000000 Penalty: 3448.352539
Iteration 55Q: 3 clusters Score -2466807 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15825 members
Mstep: Class 2 contains 24726 members
Entering Unmasked Estep
Score: -2466807.000000 Penalty: 3448.352539
Iteration 56Q: 3 clusters Score -2466807 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15858 members
Mstep: Class 2 contains 24693 members
Entering Unmasked Estep
Score: -2466812.000000 Penalty: 3448.352539
Iteration 57Q: 3 clusters Score -2466812 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15885 members
Mstep: Class 2 contains 24666 members
Entering Unmasked Estep
Score: -2466804.750000 Penalty: 3448.352539
Iteration 58Q: 3 clusters Score -2466805 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15909 members
Mstep: Class 2 contains 24642 members
Entering Unmasked Estep
Score: -2466808.750000 Penalty: 3448.352539
Iteration 59Q: 3 clusters Score -2466809 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15934 members
Mstep: Class 2 contains 24617 members
Entering Unmasked Estep
Score: -2466806.750000 Penalty: 3448.352539
Iteration 60F: 3 clusters Score -2466807 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15963 members
Mstep: Class 2 contains 24588 members
Entering Unmasked Estep
Score: -2466809.000000 Penalty: 3448.352539
Iteration 61Q: 3 clusters Score -2466809 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15977 members
Mstep: Class 2 contains 24574 members
Entering Unmasked Estep
Score: -2466813.750000 Penalty: 3448.352539
Iteration 62Q: 3 clusters Score -2466814 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15988 members
Mstep: Class 2 contains 24563 members
Entering Unmasked Estep
Score: -2466813.000000 Penalty: 3448.352539
Iteration 63Q: 3 clusters Score -2466813 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15999 members
Mstep: Class 2 contains 24552 members
Entering Unmasked Estep
Score: -2466809.250000 Penalty: 3448.352539
Iteration 64Q: 3 clusters Score -2466809 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16016 members
Mstep: Class 2 contains 24535 members
Entering Unmasked Estep
Score: -2466808.500000 Penalty: 3448.352539
Iteration 65Q: 3 clusters Score -2466808 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16032 members
Mstep: Class 2 contains 24519 members
Entering Unmasked Estep
Score: -2466807.750000 Penalty: 3448.352539
Iteration 66Q: 3 clusters Score -2466808 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16043 members
Mstep: Class 2 contains 24508 members
Entering Unmasked Estep
Score: -2466806.250000 Penalty: 3448.352539
Iteration 67Q: 3 clusters Score -2466806 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16059 members
Mstep: Class 2 contains 24492 members
Entering Unmasked Estep
Score: -2466809.000000 Penalty: 3448.352539
Iteration 68Q: 3 clusters Score -2466809 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16072 members
Mstep: Class 2 contains 24479 members
Entering Unmasked Estep
Score: -2466810.750000 Penalty: 3448.352539
Iteration 69Q: 3 clusters Score -2466811 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16085 members
Mstep: Class 2 contains 24466 members
Entering Unmasked Estep
Score: -2466804.250000 Penalty: 3448.352539
Iteration 70Q: 3 clusters Score -2466804 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16096 members
Mstep: Class 2 contains 24455 members
Entering Unmasked Estep
Score: -2466804.250000 Penalty: 3448.352539
Iteration 71Q: 3 clusters Score -2466804 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16109 members
Mstep: Class 2 contains 24442 members
Entering Unmasked Estep
Score: -2466808.000000 Penalty: 3448.352539
Iteration 72Q: 3 clusters Score -2466808 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16126 members
Mstep: Class 2 contains 24425 members
Entering Unmasked Estep
Score: -2466808.750000 Penalty: 3448.352539
Iteration 73Q: 3 clusters Score -2466809 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16141 members
Mstep: Class 2 contains 24410 members
Entering Unmasked Estep
Score: -2466813.250000 Penalty: 3448.352539
Iteration 74Q: 3 clusters Score -2466813 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16154 members
Mstep: Class 2 contains 24397 members
Entering Unmasked Estep
Score: -2466812.500000 Penalty: 3448.352539
Iteration 75Q: 3 clusters Score -2466812 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16169 members
Mstep: Class 2 contains 24382 members
Entering Unmasked Estep
Score: -2466814.250000 Penalty: 3448.352539
Iteration 76Q: 3 clusters Score -2466814 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16181 members
Mstep: Class 2 contains 24370 members
Entering Unmasked Estep
Score: -2466818.000000 Penalty: 3448.352539
Iteration 77Q: 3 clusters Score -2466818 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16187 members
Mstep: Class 2 contains 24364 members
Entering Unmasked Estep
Score: -2466817.500000 Penalty: 3448.352539
Iteration 78Q: 3 clusters Score -2466818 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16190 members
Mstep: Class 2 contains 24361 members
Entering Unmasked Estep
Score: -2466818.500000 Penalty: 3448.352539
Iteration 79Q: 3 clusters Score -2466818 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16195 members
Mstep: Class 2 contains 24356 members
Entering Unmasked Estep
Score: -2466818.750000 Penalty: 3448.352539
Iteration 80F: 3 clusters Score -2466819 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16200 members
Mstep: Class 2 contains 24351 members
Entering Unmasked Estep
Score: -2466817.750000 Penalty: 3448.352539
Iteration 81Q: 3 clusters Score -2466818 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16204 members
Mstep: Class 2 contains 24347 members
Entering Unmasked Estep
Score: -2466817.250000 Penalty: 3448.352539
Iteration 82Q: 3 clusters Score -2466817 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16207 members
Mstep: Class 2 contains 24344 members
Entering Unmasked Estep
Score: -2466820.750000 Penalty: 3448.352539
Iteration 83Q: 3 clusters Score -2466821 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16209 members
Mstep: Class 2 contains 24342 members
Entering Unmasked Estep
Score: -2466820.250000 Penalty: 3448.352539
Iteration 84Q: 3 clusters Score -2466820 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16212 members
Mstep: Class 2 contains 24339 members
Entering Unmasked Estep
Score: -2466820.250000 Penalty: 3448.352539
Iteration 85Q: 3 clusters Score -2466820 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16217 members
Mstep: Class 2 contains 24334 members
Entering Unmasked Estep
Score: -2466820.750000 Penalty: 3448.352539
Iteration 86Q: 3 clusters Score -2466821 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16221 members
Mstep: Class 2 contains 24330 members
Entering Unmasked Estep
Score: -2466821.000000 Penalty: 3448.352539
Iteration 87Q: 3 clusters Score -2466821 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16225 members
Mstep: Class 2 contains 24326 members
Entering Unmasked Estep
Score: -2466821.500000 Penalty: 3448.352539
Iteration 88Q: 3 clusters Score -2466822 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16228 members
Mstep: Class 2 contains 24323 members
Entering Unmasked Estep
Score: -2466823.250000 Penalty: 3448.352539
Iteration 89Q: 3 clusters Score -2466823 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16232 members
Mstep: Class 2 contains 24319 members
Entering Unmasked Estep
Score: -2466823.750000 Penalty: 3448.352539
Iteration 90Q: 3 clusters Score -2466824 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16234 members
Mstep: Class 2 contains 24317 members
Entering Unmasked Estep
Score: -2466819.500000 Penalty: 3448.352539
Iteration 91Q: 3 clusters Score -2466820 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16236 members
Mstep: Class 2 contains 24315 members
Entering Unmasked Estep
Score: -2466820.500000 Penalty: 3448.352539
Iteration 92Q: 3 clusters Score -2466820 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16237 members
Mstep: Class 2 contains 24314 members
Entering Unmasked Estep
Score: -2466823.000000 Penalty: 3448.352539
Iteration 93Q: 3 clusters Score -2466823 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16240 members
Mstep: Class 2 contains 24311 members
Entering Unmasked Estep
Score: -2466821.000000 Penalty: 3448.352539
Iteration 94Q: 3 clusters Score -2466821 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16242 members
Mstep: Class 2 contains 24309 members
Entering Unmasked Estep
Score: -2466820.000000 Penalty: 3448.352539
Iteration 95Q: 3 clusters Score -2466820 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16243 members
Mstep: Class 2 contains 24308 members
Entering Unmasked Estep
Score: -2466821.500000 Penalty: 3448.352539
Iteration 96Q: 3 clusters Score -2466822 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16243 members
Mstep: Class 2 contains 24308 members
Entering Unmasked Estep
Score: -2466821.500000 Penalty: 3448.352539
Iteration 97F: 3 clusters Score -2466822 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 2700 members
Mstep: Class 3 contains 13650 members
Mstep: Class 4 contains 25227 members
Mstep: Class 5 contains 12469 members
Mstep: Class 6 contains 7693 members
Mstep: Class 7 contains 47121 members
Mstep: Class 8 contains 6090 members
Mstep: Class 9 contains 24882 members
Mstep: Class 10 contains 10862 members
Mstep: Class 11 contains 55893 members
Mstep: Class 12 contains 16243 members
Mstep: Class 13 contains 1364 members
Mstep: Class 14 contains 203136 members
Mstep: Class 15 contains 1320 members
Mstep: Class 16 contains 5321 members
Mstep: Class 17 contains 3340 members
Mstep: Class 18 contains 1596 members
Mstep: Class 19 contains 85125 members
Mstep: Class 20 contains 87532 members
Mstep: Class 21 contains 24308 members
Entering Unmasked Estep
Score: -41958748.000000 Penalty: 45671.660156
Splitting cluster 12 changes total score from -41937372.000000 to -41958748.000000
So it's getting split into cluster 21.
Entering ConstructFrom:
Trying to split cluster 13 (1364 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1364 members
Entering Unmasked Estep
Score: -95343.828125 Penalty: 1172.953735
Iteration 0F: 2 clusters Score -95343.83 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 703 members
Mstep: Class 2 contains 661 members
Entering Unmasked Estep
Score: -93645.898438 Penalty: 2345.907471
Iteration 0F: 3 clusters Score -93645.9 nChanged 442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 713 members
Mstep: Class 2 contains 651 members
Entering Unmasked Estep
Score: -93961.953125 Penalty: 2345.907471
Iteration 1F: 3 clusters Score -93961.95 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 709 members
Mstep: Class 2 contains 655 members
Entering Unmasked Estep
Score: -94055.632812 Penalty: 2345.907471
Iteration 2F: 3 clusters Score -94055.63 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 704 members
Mstep: Class 2 contains 660 members
Entering Unmasked Estep
Score: -94102.437500 Penalty: 2345.907471
Iteration 3Q: 3 clusters Score -94102.44 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 699 members
Mstep: Class 2 contains 665 members
Entering Unmasked Estep
Score: -94122.796875 Penalty: 2345.907471
Iteration 4Q: 3 clusters Score -94122.8 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 695 members
Mstep: Class 2 contains 669 members
Entering Unmasked Estep
Score: -94139.328125 Penalty: 2345.907471
Iteration 5Q: 3 clusters Score -94139.33 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 694 members
Mstep: Class 2 contains 670 members
Entering Unmasked Estep
Score: -94150.859375 Penalty: 2345.907471
Iteration 6Q: 3 clusters Score -94150.86 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 686 members
Mstep: Class 2 contains 678 members
Entering Unmasked Estep
Score: -94156.148438 Penalty: 2345.907471
Iteration 7Q: 3 clusters Score -94156.15 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 684 members
Mstep: Class 2 contains 680 members
Entering Unmasked Estep
Score: -94158.359375 Penalty: 2345.907471
Iteration 8Q: 3 clusters Score -94158.36 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 687 members
Mstep: Class 2 contains 677 members
Entering Unmasked Estep
Score: -94160.710938 Penalty: 2345.907471
Iteration 9Q: 3 clusters Score -94160.71 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 691 members
Mstep: Class 2 contains 673 members
Entering Unmasked Estep
Score: -94166.304688 Penalty: 2345.907471
Iteration 10Q: 3 clusters Score -94166.3 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 693 members
Mstep: Class 2 contains 671 members
Entering Unmasked Estep
Score: -94170.750000 Penalty: 2345.907471
Iteration 11Q: 3 clusters Score -94170.75 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 692 members
Mstep: Class 2 contains 672 members
Entering Unmasked Estep
Score: -94174.867188 Penalty: 2345.907471
Iteration 12Q: 3 clusters Score -94174.87 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 692 members
Mstep: Class 2 contains 672 members
Entering Unmasked Estep
Score: -94176.546875 Penalty: 2345.907471
Iteration 13Q: 3 clusters Score -94176.55 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 693 members
Mstep: Class 2 contains 671 members
Entering Unmasked Estep
Score: -94177.000000 Penalty: 2345.907471
Iteration 14Q: 3 clusters Score -94177 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 694 members
Mstep: Class 2 contains 670 members
Entering Unmasked Estep
Score: -94177.734375 Penalty: 2345.907471
Iteration 15Q: 3 clusters Score -94177.73 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 695 members
Mstep: Class 2 contains 669 members
Entering Unmasked Estep
Score: -94178.617188 Penalty: 2345.907471
Iteration 16Q: 3 clusters Score -94178.62 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 697 members
Mstep: Class 2 contains 667 members
Entering Unmasked Estep
Score: -94181.304688 Penalty: 2345.907471
Iteration 17Q: 3 clusters Score -94181.3 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 698 members
Mstep: Class 2 contains 666 members
Entering Unmasked Estep
Score: -94181.804688 Penalty: 2345.907471
Iteration 18Q: 3 clusters Score -94181.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 697 members
Mstep: Class 2 contains 667 members
Entering Unmasked Estep
Score: -94182.000000 Penalty: 2345.907471
Iteration 19Q: 3 clusters Score -94182 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 697 members
Mstep: Class 2 contains 667 members
Entering Unmasked Estep
Score: -94182.000000 Penalty: 2345.907471
Iteration 20F: 3 clusters Score -94182 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (203136 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 203136 members
Entering Unmasked Estep
Score: -13398182.000000 Penalty: 1986.015015
Iteration 0F: 2 clusters Score -1.339818e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101498 members
Mstep: Class 2 contains 101638 members
Entering Unmasked Estep
Score: -13262058.000000 Penalty: 3972.030029
Iteration 0F: 3 clusters Score -1.326206e+07 nChanged 98115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103523 members
Mstep: Class 2 contains 99613 members
Entering Unmasked Estep
Score: -13320898.000000 Penalty: 3972.030029
Iteration 1F: 3 clusters Score -1.33209e+07 nChanged 7068
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104061 members
Mstep: Class 2 contains 99075 members
Entering Unmasked Estep
Score: -13322972.000000 Penalty: 3972.030029
Iteration 2Q: 3 clusters Score -1.332297e+07 nChanged 7875
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104642 members
Mstep: Class 2 contains 98494 members
Entering Unmasked Estep
Score: -13325836.000000 Penalty: 3972.030029
Iteration 3Q: 3 clusters Score -1.332584e+07 nChanged 9363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105147 members
Mstep: Class 2 contains 97989 members
Entering Unmasked Estep
Score: -13330323.000000 Penalty: 3972.030029
Iteration 4Q: 3 clusters Score -1.333032e+07 nChanged 11423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105228 members
Mstep: Class 2 contains 97908 members
Entering Unmasked Estep
Score: -13337801.000000 Penalty: 3972.030029
Iteration 5F: 3 clusters Score -1.33378e+07 nChanged 13656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104820 members
Mstep: Class 2 contains 98316 members
Entering Unmasked Estep
Score: -13348675.000000 Penalty: 3972.030029
Iteration 6F: 3 clusters Score -1.334868e+07 nChanged 14473
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104271 members
Mstep: Class 2 contains 98865 members
Entering Unmasked Estep
Score: -13360144.000000 Penalty: 3972.030029
Iteration 7F: 3 clusters Score -1.336014e+07 nChanged 12189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104016 members
Mstep: Class 2 contains 99120 members
Entering Unmasked Estep
Score: -13366831.000000 Penalty: 3972.030029
Iteration 8F: 3 clusters Score -1.336683e+07 nChanged 7857
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104131 members
Mstep: Class 2 contains 99005 members
Entering Unmasked Estep
Score: -13369492.000000 Penalty: 3972.030029
Iteration 9Q: 3 clusters Score -1.336949e+07 nChanged 4740
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104179 members
Mstep: Class 2 contains 98957 members
Entering Unmasked Estep
Score: -13370923.000000 Penalty: 3972.030029
Iteration 10Q: 3 clusters Score -1.337092e+07 nChanged 3553
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104222 members
Mstep: Class 2 contains 98914 members
Entering Unmasked Estep
Score: -13372035.000000 Penalty: 3972.030029
Iteration 11Q: 3 clusters Score -1.337204e+07 nChanged 3116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104312 members
Mstep: Class 2 contains 98824 members
Entering Unmasked Estep
Score: -13372894.000000 Penalty: 3972.030029
Iteration 12Q: 3 clusters Score -1.337289e+07 nChanged 2954
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104402 members
Mstep: Class 2 contains 98734 members
Entering Unmasked Estep
Score: -13373648.000000 Penalty: 3972.030029
Iteration 13Q: 3 clusters Score -1.337365e+07 nChanged 2947
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104435 members
Mstep: Class 2 contains 98701 members
Entering Unmasked Estep
Score: -13374402.000000 Penalty: 3972.030029
Iteration 14Q: 3 clusters Score -1.33744e+07 nChanged 2827
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104482 members
Mstep: Class 2 contains 98654 members
Entering Unmasked Estep
Score: -13375109.000000 Penalty: 3972.030029
Iteration 15Q: 3 clusters Score -1.337511e+07 nChanged 2664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104506 members
Mstep: Class 2 contains 98630 members
Entering Unmasked Estep
Score: -13375742.000000 Penalty: 3972.030029
Iteration 16Q: 3 clusters Score -1.337574e+07 nChanged 2579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104387 members
Mstep: Class 2 contains 98749 members
Entering Unmasked Estep
Score: -13376270.000000 Penalty: 3972.030029
Iteration 17Q: 3 clusters Score -1.337627e+07 nChanged 2291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104316 members
Mstep: Class 2 contains 98820 members
Entering Unmasked Estep
Score: -13376696.000000 Penalty: 3972.030029
Iteration 18Q: 3 clusters Score -1.33767e+07 nChanged 2154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104236 members
Mstep: Class 2 contains 98900 members
Entering Unmasked Estep
Score: -13377009.000000 Penalty: 3972.030029
Iteration 19Q: 3 clusters Score -1.337701e+07 nChanged 1939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104119 members
Mstep: Class 2 contains 99017 members
Entering Unmasked Estep
Score: -13377333.000000 Penalty: 3972.030029
Iteration 20F: 3 clusters Score -1.337733e+07 nChanged 1746
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104023 members
Mstep: Class 2 contains 99113 members
Entering Unmasked Estep
Score: -13377711.000000 Penalty: 3972.030029
Iteration 21Q: 3 clusters Score -1.337771e+07 nChanged 1600
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103889 members
Mstep: Class 2 contains 99247 members
Entering Unmasked Estep
Score: -13377895.000000 Penalty: 3972.030029
Iteration 22Q: 3 clusters Score -1.33779e+07 nChanged 1386
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103783 members
Mstep: Class 2 contains 99353 members
Entering Unmasked Estep
Score: -13378071.000000 Penalty: 3972.030029
Iteration 23Q: 3 clusters Score -1.337807e+07 nChanged 1198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103729 members
Mstep: Class 2 contains 99407 members
Entering Unmasked Estep
Score: -13378167.000000 Penalty: 3972.030029
Iteration 24Q: 3 clusters Score -1.337817e+07 nChanged 1038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103689 members
Mstep: Class 2 contains 99447 members
Entering Unmasked Estep
Score: -13378269.000000 Penalty: 3972.030029
Iteration 25Q: 3 clusters Score -1.337827e+07 nChanged 904
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103693 members
Mstep: Class 2 contains 99443 members
Entering Unmasked Estep
Score: -13378345.000000 Penalty: 3972.030029
Iteration 26Q: 3 clusters Score -1.337834e+07 nChanged 754
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103745 members
Mstep: Class 2 contains 99391 members
Entering Unmasked Estep
Score: -13378392.000000 Penalty: 3972.030029
Iteration 27Q: 3 clusters Score -1.337839e+07 nChanged 657
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103814 members
Mstep: Class 2 contains 99322 members
Entering Unmasked Estep
Score: -13378456.000000 Penalty: 3972.030029
Iteration 28Q: 3 clusters Score -1.337846e+07 nChanged 559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103897 members
Mstep: Class 2 contains 99239 members
Entering Unmasked Estep
Score: -13378520.000000 Penalty: 3972.030029
Iteration 29Q: 3 clusters Score -1.337852e+07 nChanged 511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104018 members
Mstep: Class 2 contains 99118 members
Entering Unmasked Estep
Score: -13378523.000000 Penalty: 3972.030029
Iteration 30Q: 3 clusters Score -1.337852e+07 nChanged 479
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104139 members
Mstep: Class 2 contains 98997 members
Entering Unmasked Estep
Score: -13378537.000000 Penalty: 3972.030029
Iteration 31Q: 3 clusters Score -1.337854e+07 nChanged 411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104258 members
Mstep: Class 2 contains 98878 members
Entering Unmasked Estep
Score: -13378575.000000 Penalty: 3972.030029
Iteration 32Q: 3 clusters Score -1.337858e+07 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104363 members
Mstep: Class 2 contains 98773 members
Entering Unmasked Estep
Score: -13378599.000000 Penalty: 3972.030029
Iteration 33Q: 3 clusters Score -1.33786e+07 nChanged 329
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104528 members
Mstep: Class 2 contains 98608 members
Entering Unmasked Estep
Score: -13378651.000000 Penalty: 3972.030029
Iteration 34Q: 3 clusters Score -1.337865e+07 nChanged 305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104691 members
Mstep: Class 2 contains 98445 members
Entering Unmasked Estep
Score: -13378697.000000 Penalty: 3972.030029
Iteration 35Q: 3 clusters Score -1.33787e+07 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104852 members
Mstep: Class 2 contains 98284 members
Entering Unmasked Estep
Score: -13378674.000000 Penalty: 3972.030029
Iteration 36Q: 3 clusters Score -1.337867e+07 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105006 members
Mstep: Class 2 contains 98130 members
Entering Unmasked Estep
Score: -13378672.000000 Penalty: 3972.030029
Iteration 37Q: 3 clusters Score -1.337867e+07 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105188 members
Mstep: Class 2 contains 97948 members
Entering Unmasked Estep
Score: -13378660.000000 Penalty: 3972.030029
Iteration 38Q: 3 clusters Score -1.337866e+07 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105337 members
Mstep: Class 2 contains 97799 members
Entering Unmasked Estep
Score: -13378665.000000 Penalty: 3972.030029
Iteration 39Q: 3 clusters Score -1.337866e+07 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105516 members
Mstep: Class 2 contains 97620 members
Entering Unmasked Estep
Score: -13378686.000000 Penalty: 3972.030029
Iteration 40F: 3 clusters Score -1.337869e+07 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105713 members
Mstep: Class 2 contains 97423 members
Entering Unmasked Estep
Score: -13378693.000000 Penalty: 3972.030029
Iteration 41Q: 3 clusters Score -1.337869e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105906 members
Mstep: Class 2 contains 97230 members
Entering Unmasked Estep
Score: -13378724.000000 Penalty: 3972.030029
Iteration 42Q: 3 clusters Score -1.337872e+07 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106073 members
Mstep: Class 2 contains 97063 members
Entering Unmasked Estep
Score: -13378713.000000 Penalty: 3972.030029
Iteration 43Q: 3 clusters Score -1.337871e+07 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106217 members
Mstep: Class 2 contains 96919 members
Entering Unmasked Estep
Score: -13378723.000000 Penalty: 3972.030029
Iteration 44Q: 3 clusters Score -1.337872e+07 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106379 members
Mstep: Class 2 contains 96757 members
Entering Unmasked Estep
Score: -13378772.000000 Penalty: 3972.030029
Iteration 45Q: 3 clusters Score -1.337877e+07 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106542 members
Mstep: Class 2 contains 96594 members
Entering Unmasked Estep
Score: -13378784.000000 Penalty: 3972.030029
Iteration 46Q: 3 clusters Score -1.337878e+07 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106703 members
Mstep: Class 2 contains 96433 members
Entering Unmasked Estep
Score: -13378756.000000 Penalty: 3972.030029
Iteration 47Q: 3 clusters Score -1.337876e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106853 members
Mstep: Class 2 contains 96283 members
Entering Unmasked Estep
Score: -13378762.000000 Penalty: 3972.030029
Iteration 48Q: 3 clusters Score -1.337876e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106986 members
Mstep: Class 2 contains 96150 members
Entering Unmasked Estep
Score: -13378773.000000 Penalty: 3972.030029
Iteration 49Q: 3 clusters Score -1.337877e+07 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107143 members
Mstep: Class 2 contains 95993 members
Entering Unmasked Estep
Score: -13378790.000000 Penalty: 3972.030029
Iteration 50Q: 3 clusters Score -1.337879e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107279 members
Mstep: Class 2 contains 95857 members
Entering Unmasked Estep
Score: -13378755.000000 Penalty: 3972.030029
Iteration 51Q: 3 clusters Score -1.337876e+07 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107410 members
Mstep: Class 2 contains 95726 members
Entering Unmasked Estep
Score: -13378761.000000 Penalty: 3972.030029
Iteration 52Q: 3 clusters Score -1.337876e+07 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107539 members
Mstep: Class 2 contains 95597 members
Entering Unmasked Estep
Score: -13378786.000000 Penalty: 3972.030029
Iteration 53Q: 3 clusters Score -1.337879e+07 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107687 members
Mstep: Class 2 contains 95449 members
Entering Unmasked Estep
Score: -13378778.000000 Penalty: 3972.030029
Iteration 54Q: 3 clusters Score -1.337878e+07 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107850 members
Mstep: Class 2 contains 95286 members
Entering Unmasked Estep
Score: -13378820.000000 Penalty: 3972.030029
Iteration 55Q: 3 clusters Score -1.337882e+07 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108028 members
Mstep: Class 2 contains 95108 members
Entering Unmasked Estep
Score: -13378817.000000 Penalty: 3972.030029
Iteration 56Q: 3 clusters Score -1.337882e+07 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108229 members
Mstep: Class 2 contains 94907 members
Entering Unmasked Estep
Score: -13378840.000000 Penalty: 3972.030029
Iteration 57Q: 3 clusters Score -1.337884e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108452 members
Mstep: Class 2 contains 94684 members
Entering Unmasked Estep
Score: -13378869.000000 Penalty: 3972.030029
Iteration 58Q: 3 clusters Score -1.337887e+07 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108679 members
Mstep: Class 2 contains 94457 members
Entering Unmasked Estep
Score: -13378898.000000 Penalty: 3972.030029
Iteration 59Q: 3 clusters Score -1.33789e+07 nChanged 241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108918 members
Mstep: Class 2 contains 94218 members
Entering Unmasked Estep
Score: -13378889.000000 Penalty: 3972.030029
Iteration 60F: 3 clusters Score -1.337889e+07 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109164 members
Mstep: Class 2 contains 93972 members
Entering Unmasked Estep
Score: -13378852.000000 Penalty: 3972.030029
Iteration 61Q: 3 clusters Score -1.337885e+07 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109380 members
Mstep: Class 2 contains 93756 members
Entering Unmasked Estep
Score: -13378850.000000 Penalty: 3972.030029
Iteration 62Q: 3 clusters Score -1.337885e+07 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109577 members
Mstep: Class 2 contains 93559 members
Entering Unmasked Estep
Score: -13378879.000000 Penalty: 3972.030029
Iteration 63Q: 3 clusters Score -1.337888e+07 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109792 members
Mstep: Class 2 contains 93344 members
Entering Unmasked Estep
Score: -13378850.000000 Penalty: 3972.030029
Iteration 64Q: 3 clusters Score -1.337885e+07 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110007 members
Mstep: Class 2 contains 93129 members
Entering Unmasked Estep
Score: -13378837.000000 Penalty: 3972.030029
Iteration 65Q: 3 clusters Score -1.337884e+07 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110207 members
Mstep: Class 2 contains 92929 members
Entering Unmasked Estep
Score: -13378867.000000 Penalty: 3972.030029
Iteration 66Q: 3 clusters Score -1.337887e+07 nChanged 169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110376 members
Mstep: Class 2 contains 92760 members
Entering Unmasked Estep
Score: -13378856.000000 Penalty: 3972.030029
Iteration 67Q: 3 clusters Score -1.337886e+07 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110548 members
Mstep: Class 2 contains 92588 members
Entering Unmasked Estep
Score: -13378843.000000 Penalty: 3972.030029
Iteration 68Q: 3 clusters Score -1.337884e+07 nChanged 158
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110702 members
Mstep: Class 2 contains 92434 members
Entering Unmasked Estep
Score: -13378822.000000 Penalty: 3972.030029
Iteration 69Q: 3 clusters Score -1.337882e+07 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110865 members
Mstep: Class 2 contains 92271 members
Entering Unmasked Estep
Score: -13378883.000000 Penalty: 3972.030029
Iteration 70Q: 3 clusters Score -1.337888e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111008 members
Mstep: Class 2 contains 92128 members
Entering Unmasked Estep
Score: -13378894.000000 Penalty: 3972.030029
Iteration 71Q: 3 clusters Score -1.337889e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111153 members
Mstep: Class 2 contains 91983 members
Entering Unmasked Estep
Score: -13378897.000000 Penalty: 3972.030029
Iteration 72Q: 3 clusters Score -1.33789e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111303 members
Mstep: Class 2 contains 91833 members
Entering Unmasked Estep
Score: -13378924.000000 Penalty: 3972.030029
Iteration 73Q: 3 clusters Score -1.337892e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111450 members
Mstep: Class 2 contains 91686 members
Entering Unmasked Estep
Score: -13378899.000000 Penalty: 3972.030029
Iteration 74Q: 3 clusters Score -1.33789e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111588 members
Mstep: Class 2 contains 91548 members
Entering Unmasked Estep
Score: -13378930.000000 Penalty: 3972.030029
Iteration 75Q: 3 clusters Score -1.337893e+07 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111738 members
Mstep: Class 2 contains 91398 members
Entering Unmasked Estep
Score: -13378912.000000 Penalty: 3972.030029
Iteration 76Q: 3 clusters Score -1.337891e+07 nChanged 192
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111928 members
Mstep: Class 2 contains 91208 members
Entering Unmasked Estep
Score: -13378952.000000 Penalty: 3972.030029
Iteration 77Q: 3 clusters Score -1.337895e+07 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112108 members
Mstep: Class 2 contains 91028 members
Entering Unmasked Estep
Score: -13378972.000000 Penalty: 3972.030029
Iteration 78Q: 3 clusters Score -1.337897e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112280 members
Mstep: Class 2 contains 90856 members
Entering Unmasked Estep
Score: -13378963.000000 Penalty: 3972.030029
Iteration 79Q: 3 clusters Score -1.337896e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112430 members
Mstep: Class 2 contains 90706 members
Entering Unmasked Estep
Score: -13378947.000000 Penalty: 3972.030029
Iteration 80F: 3 clusters Score -1.337895e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112576 members
Mstep: Class 2 contains 90560 members
Entering Unmasked Estep
Score: -13378968.000000 Penalty: 3972.030029
Iteration 81Q: 3 clusters Score -1.337897e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112716 members
Mstep: Class 2 contains 90420 members
Entering Unmasked Estep
Score: -13378977.000000 Penalty: 3972.030029
Iteration 82Q: 3 clusters Score -1.337898e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112843 members
Mstep: Class 2 contains 90293 members
Entering Unmasked Estep
Score: -13378990.000000 Penalty: 3972.030029
Iteration 83Q: 3 clusters Score -1.337899e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112965 members
Mstep: Class 2 contains 90171 members
Entering Unmasked Estep
Score: -13378982.000000 Penalty: 3972.030029
Iteration 84Q: 3 clusters Score -1.337898e+07 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113091 members
Mstep: Class 2 contains 90045 members
Entering Unmasked Estep
Score: -13378966.000000 Penalty: 3972.030029
Iteration 85Q: 3 clusters Score -1.337897e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113234 members
Mstep: Class 2 contains 89902 members
Entering Unmasked Estep
Score: -13378987.000000 Penalty: 3972.030029
Iteration 86Q: 3 clusters Score -1.337899e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113376 members
Mstep: Class 2 contains 89760 members
Entering Unmasked Estep
Score: -13378989.000000 Penalty: 3972.030029
Iteration 87Q: 3 clusters Score -1.337899e+07 nChanged 158
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113534 members
Mstep: Class 2 contains 89602 members
Entering Unmasked Estep
Score: -13379005.000000 Penalty: 3972.030029
Iteration 88Q: 3 clusters Score -1.3379e+07 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113695 members
Mstep: Class 2 contains 89441 members
Entering Unmasked Estep
Score: -13379014.000000 Penalty: 3972.030029
Iteration 89Q: 3 clusters Score -1.337901e+07 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113832 members
Mstep: Class 2 contains 89304 members
Entering Unmasked Estep
Score: -13379002.000000 Penalty: 3972.030029
Iteration 90Q: 3 clusters Score -1.3379e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113979 members
Mstep: Class 2 contains 89157 members
Entering Unmasked Estep
Score: -13378977.000000 Penalty: 3972.030029
Iteration 91Q: 3 clusters Score -1.337898e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114117 members
Mstep: Class 2 contains 89019 members
Entering Unmasked Estep
Score: -13378937.000000 Penalty: 3972.030029
Iteration 92Q: 3 clusters Score -1.337894e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114267 members
Mstep: Class 2 contains 88869 members
Entering Unmasked Estep
Score: -13378948.000000 Penalty: 3972.030029
Iteration 93Q: 3 clusters Score -1.337895e+07 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114432 members
Mstep: Class 2 contains 88704 members
Entering Unmasked Estep
Score: -13378983.000000 Penalty: 3972.030029
Iteration 94Q: 3 clusters Score -1.337898e+07 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114611 members
Mstep: Class 2 contains 88525 members
Entering Unmasked Estep
Score: -13378963.000000 Penalty: 3972.030029
Iteration 95Q: 3 clusters Score -1.337896e+07 nChanged 171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114778 members
Mstep: Class 2 contains 88358 members
Entering Unmasked Estep
Score: -13378953.000000 Penalty: 3972.030029
Iteration 96Q: 3 clusters Score -1.337895e+07 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114940 members
Mstep: Class 2 contains 88196 members
Entering Unmasked Estep
Score: -13378918.000000 Penalty: 3972.030029
Iteration 97Q: 3 clusters Score -1.337892e+07 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115115 members
Mstep: Class 2 contains 88021 members
Entering Unmasked Estep
Score: -13378927.000000 Penalty: 3972.030029
Iteration 98Q: 3 clusters Score -1.337893e+07 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115293 members
Mstep: Class 2 contains 87843 members
Entering Unmasked Estep
Score: -13378926.000000 Penalty: 3972.030029
Iteration 99Q: 3 clusters Score -1.337893e+07 nChanged 192
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115485 members
Mstep: Class 2 contains 87651 members
Entering Unmasked Estep
Score: -13378924.000000 Penalty: 3972.030029
Iteration 100F: 3 clusters Score -1.337892e+07 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115684 members
Mstep: Class 2 contains 87452 members
Entering Unmasked Estep
Score: -13378934.000000 Penalty: 3972.030029
Iteration 101Q: 3 clusters Score -1.337893e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115877 members
Mstep: Class 2 contains 87259 members
Entering Unmasked Estep
Score: -13378965.000000 Penalty: 3972.030029
Iteration 102Q: 3 clusters Score -1.337896e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116049 members
Mstep: Class 2 contains 87087 members
Entering Unmasked Estep
Score: -13378979.000000 Penalty: 3972.030029
Iteration 103Q: 3 clusters Score -1.337898e+07 nChanged 169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116216 members
Mstep: Class 2 contains 86920 members
Entering Unmasked Estep
Score: -13378967.000000 Penalty: 3972.030029
Iteration 104Q: 3 clusters Score -1.337897e+07 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116399 members
Mstep: Class 2 contains 86737 members
Entering Unmasked Estep
Score: -13378988.000000 Penalty: 3972.030029
Iteration 105Q: 3 clusters Score -1.337899e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116576 members
Mstep: Class 2 contains 86560 members
Entering Unmasked Estep
Score: -13378997.000000 Penalty: 3972.030029
Iteration 106Q: 3 clusters Score -1.3379e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116744 members
Mstep: Class 2 contains 86392 members
Entering Unmasked Estep
Score: -13379002.000000 Penalty: 3972.030029
Iteration 107Q: 3 clusters Score -1.3379e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116938 members
Mstep: Class 2 contains 86198 members
Entering Unmasked Estep
Score: -13379025.000000 Penalty: 3972.030029
Iteration 108Q: 3 clusters Score -1.337902e+07 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117127 members
Mstep: Class 2 contains 86009 members
Entering Unmasked Estep
Score: -13379039.000000 Penalty: 3972.030029
Iteration 109Q: 3 clusters Score -1.337904e+07 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117311 members
Mstep: Class 2 contains 85825 members
Entering Unmasked Estep
Score: -13379046.000000 Penalty: 3972.030029
Iteration 110Q: 3 clusters Score -1.337905e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117509 members
Mstep: Class 2 contains 85627 members
Entering Unmasked Estep
Score: -13379028.000000 Penalty: 3972.030029
Iteration 111Q: 3 clusters Score -1.337903e+07 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117696 members
Mstep: Class 2 contains 85440 members
Entering Unmasked Estep
Score: -13379033.000000 Penalty: 3972.030029
Iteration 112Q: 3 clusters Score -1.337903e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117886 members
Mstep: Class 2 contains 85250 members
Entering Unmasked Estep
Score: -13379027.000000 Penalty: 3972.030029
Iteration 113Q: 3 clusters Score -1.337903e+07 nChanged 220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118106 members
Mstep: Class 2 contains 85030 members
Entering Unmasked Estep
Score: -13379057.000000 Penalty: 3972.030029
Iteration 114Q: 3 clusters Score -1.337906e+07 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118339 members
Mstep: Class 2 contains 84797 members
Entering Unmasked Estep
Score: -13379045.000000 Penalty: 3972.030029
Iteration 115Q: 3 clusters Score -1.337904e+07 nChanged 246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118585 members
Mstep: Class 2 contains 84551 members
Entering Unmasked Estep
Score: -13379059.000000 Penalty: 3972.030029
Iteration 116Q: 3 clusters Score -1.337906e+07 nChanged 264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118849 members
Mstep: Class 2 contains 84287 members
Entering Unmasked Estep
Score: -13379053.000000 Penalty: 3972.030029
Iteration 117Q: 3 clusters Score -1.337905e+07 nChanged 284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119131 members
Mstep: Class 2 contains 84005 members
Entering Unmasked Estep
Score: -13379036.000000 Penalty: 3972.030029
Iteration 118Q: 3 clusters Score -1.337904e+07 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119416 members
Mstep: Class 2 contains 83720 members
Entering Unmasked Estep
Score: -13379055.000000 Penalty: 3972.030029
Iteration 119Q: 3 clusters Score -1.337906e+07 nChanged 295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119711 members
Mstep: Class 2 contains 83425 members
Entering Unmasked Estep
Score: -13379064.000000 Penalty: 3972.030029
Iteration 120F: 3 clusters Score -1.337906e+07 nChanged 302
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120009 members
Mstep: Class 2 contains 83127 members
Entering Unmasked Estep
Score: -13379055.000000 Penalty: 3972.030029
Iteration 121Q: 3 clusters Score -1.337906e+07 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120313 members
Mstep: Class 2 contains 82823 members
Entering Unmasked Estep
Score: -13379039.000000 Penalty: 3972.030029
Iteration 122Q: 3 clusters Score -1.337904e+07 nChanged 305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120618 members
Mstep: Class 2 contains 82518 members
Entering Unmasked Estep
Score: -13379042.000000 Penalty: 3972.030029
Iteration 123Q: 3 clusters Score -1.337904e+07 nChanged 323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120937 members
Mstep: Class 2 contains 82199 members
Entering Unmasked Estep
Score: -13379057.000000 Penalty: 3972.030029
Iteration 124Q: 3 clusters Score -1.337906e+07 nChanged 350
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121283 members
Mstep: Class 2 contains 81853 members
Entering Unmasked Estep
Score: -13379084.000000 Penalty: 3972.030029
Iteration 125Q: 3 clusters Score -1.337908e+07 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121661 members
Mstep: Class 2 contains 81475 members
Entering Unmasked Estep
Score: -13379106.000000 Penalty: 3972.030029
Iteration 126Q: 3 clusters Score -1.337911e+07 nChanged 412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122065 members
Mstep: Class 2 contains 81071 members
Entering Unmasked Estep
Score: -13379146.000000 Penalty: 3972.030029
Iteration 127Q: 3 clusters Score -1.337915e+07 nChanged 442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122501 members
Mstep: Class 2 contains 80635 members
Entering Unmasked Estep
Score: -13379183.000000 Penalty: 3972.030029
Iteration 128Q: 3 clusters Score -1.337918e+07 nChanged 451
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122938 members
Mstep: Class 2 contains 80198 members
Entering Unmasked Estep
Score: -13379232.000000 Penalty: 3972.030029
Iteration 129Q: 3 clusters Score -1.337923e+07 nChanged 480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123400 members
Mstep: Class 2 contains 79736 members
Entering Unmasked Estep
Score: -13379277.000000 Penalty: 3972.030029
Iteration 130Q: 3 clusters Score -1.337928e+07 nChanged 464
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123842 members
Mstep: Class 2 contains 79294 members
Entering Unmasked Estep
Score: -13379292.000000 Penalty: 3972.030029
Iteration 131Q: 3 clusters Score -1.337929e+07 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124293 members
Mstep: Class 2 contains 78843 members
Entering Unmasked Estep
Score: -13379310.000000 Penalty: 3972.030029
Iteration 132Q: 3 clusters Score -1.337931e+07 nChanged 472
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124753 members
Mstep: Class 2 contains 78383 members
Entering Unmasked Estep
Score: -13379365.000000 Penalty: 3972.030029
Iteration 133Q: 3 clusters Score -1.337936e+07 nChanged 483
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125226 members
Mstep: Class 2 contains 77910 members
Entering Unmasked Estep
Score: -13379411.000000 Penalty: 3972.030029
Iteration 134Q: 3 clusters Score -1.337941e+07 nChanged 505
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125725 members
Mstep: Class 2 contains 77411 members
Entering Unmasked Estep
Score: -13379428.000000 Penalty: 3972.030029
Iteration 135Q: 3 clusters Score -1.337943e+07 nChanged 547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126260 members
Mstep: Class 2 contains 76876 members
Entering Unmasked Estep
Score: -13379462.000000 Penalty: 3972.030029
Iteration 136Q: 3 clusters Score -1.337946e+07 nChanged 580
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126830 members
Mstep: Class 2 contains 76306 members
Entering Unmasked Estep
Score: -13379497.000000 Penalty: 3972.030029
Iteration 137Q: 3 clusters Score -1.33795e+07 nChanged 630
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127454 members
Mstep: Class 2 contains 75682 members
Entering Unmasked Estep
Score: -13379528.000000 Penalty: 3972.030029
Iteration 138Q: 3 clusters Score -1.337953e+07 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128102 members
Mstep: Class 2 contains 75034 members
Entering Unmasked Estep
Score: -13379592.000000 Penalty: 3972.030029
Iteration 139Q: 3 clusters Score -1.337959e+07 nChanged 707
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128807 members
Mstep: Class 2 contains 74329 members
Entering Unmasked Estep
Score: -13379653.000000 Penalty: 3972.030029
Iteration 140F: 3 clusters Score -1.337965e+07 nChanged 731
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129530 members
Mstep: Class 2 contains 73606 members
Entering Unmasked Estep
Score: -13379742.000000 Penalty: 3972.030029
Iteration 141Q: 3 clusters Score -1.337974e+07 nChanged 775
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 130297 members
Mstep: Class 2 contains 72839 members
Entering Unmasked Estep
Score: -13379763.000000 Penalty: 3972.030029
Iteration 142Q: 3 clusters Score -1.337976e+07 nChanged 791
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131084 members
Mstep: Class 2 contains 72052 members
Entering Unmasked Estep
Score: -13379854.000000 Penalty: 3972.030029
Iteration 143Q: 3 clusters Score -1.337985e+07 nChanged 802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131882 members
Mstep: Class 2 contains 71254 members
Entering Unmasked Estep
Score: -13379966.000000 Penalty: 3972.030029
Iteration 144Q: 3 clusters Score -1.337997e+07 nChanged 802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132678 members
Mstep: Class 2 contains 70458 members
Entering Unmasked Estep
Score: -13380042.000000 Penalty: 3972.030029
Iteration 145Q: 3 clusters Score -1.338004e+07 nChanged 826
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133500 members
Mstep: Class 2 contains 69636 members
Entering Unmasked Estep
Score: -13380108.000000 Penalty: 3972.030029
Iteration 146Q: 3 clusters Score -1.338011e+07 nChanged 867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134365 members
Mstep: Class 2 contains 68771 members
Entering Unmasked Estep
Score: -13380185.000000 Penalty: 3972.030029
Iteration 147Q: 3 clusters Score -1.338018e+07 nChanged 863
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135226 members
Mstep: Class 2 contains 67910 members
Entering Unmasked Estep
Score: -13380282.000000 Penalty: 3972.030029
Iteration 148Q: 3 clusters Score -1.338028e+07 nChanged 838
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136064 members
Mstep: Class 2 contains 67072 members
Entering Unmasked Estep
Score: -13380352.000000 Penalty: 3972.030029
Iteration 149Q: 3 clusters Score -1.338035e+07 nChanged 857
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136919 members
Mstep: Class 2 contains 66217 members
Entering Unmasked Estep
Score: -13380362.000000 Penalty: 3972.030029
Iteration 150Q: 3 clusters Score -1.338036e+07 nChanged 883
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137796 members
Mstep: Class 2 contains 65340 members
Entering Unmasked Estep
Score: -13380403.000000 Penalty: 3972.030029
Iteration 151Q: 3 clusters Score -1.33804e+07 nChanged 959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138753 members
Mstep: Class 2 contains 64383 members
Entering Unmasked Estep
Score: -13380569.000000 Penalty: 3972.030029
Iteration 152Q: 3 clusters Score -1.338057e+07 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139807 members
Mstep: Class 2 contains 63329 members
Entering Unmasked Estep
Score: -13380676.000000 Penalty: 3972.030029
Iteration 153Q: 3 clusters Score -1.338068e+07 nChanged 1196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140999 members
Mstep: Class 2 contains 62137 members
Entering Unmasked Estep
Score: -13380820.000000 Penalty: 3972.030029
Iteration 154Q: 3 clusters Score -1.338082e+07 nChanged 1254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142249 members
Mstep: Class 2 contains 60887 members
Entering Unmasked Estep
Score: -13381029.000000 Penalty: 3972.030029
Iteration 155Q: 3 clusters Score -1.338103e+07 nChanged 1396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143641 members
Mstep: Class 2 contains 59495 members
Entering Unmasked Estep
Score: -13381243.000000 Penalty: 3972.030029
Iteration 156Q: 3 clusters Score -1.338124e+07 nChanged 1467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145108 members
Mstep: Class 2 contains 58028 members
Entering Unmasked Estep
Score: -13381404.000000 Penalty: 3972.030029
Iteration 157Q: 3 clusters Score -1.33814e+07 nChanged 1582
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146690 members
Mstep: Class 2 contains 56446 members
Entering Unmasked Estep
Score: -13381674.000000 Penalty: 3972.030029
Iteration 158Q: 3 clusters Score -1.338167e+07 nChanged 1644
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148328 members
Mstep: Class 2 contains 54808 members
Entering Unmasked Estep
Score: -13381954.000000 Penalty: 3972.030029
Iteration 159Q: 3 clusters Score -1.338195e+07 nChanged 1670
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149988 members
Mstep: Class 2 contains 53148 members
Entering Unmasked Estep
Score: -13382299.000000 Penalty: 3972.030029
Iteration 160F: 3 clusters Score -1.33823e+07 nChanged 1704
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151692 members
Mstep: Class 2 contains 51444 members
Entering Unmasked Estep
Score: -13382599.000000 Penalty: 3972.030029
Iteration 161Q: 3 clusters Score -1.33826e+07 nChanged 1738
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153428 members
Mstep: Class 2 contains 49708 members
Entering Unmasked Estep
Score: -13382984.000000 Penalty: 3972.030029
Iteration 162Q: 3 clusters Score -1.338298e+07 nChanged 1771
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155199 members
Mstep: Class 2 contains 47937 members
Entering Unmasked Estep
Score: -13383212.000000 Penalty: 3972.030029
Iteration 163Q: 3 clusters Score -1.338321e+07 nChanged 1871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 157070 members
Mstep: Class 2 contains 46066 members
Entering Unmasked Estep
Score: -13383534.000000 Penalty: 3972.030029
Iteration 164Q: 3 clusters Score -1.338353e+07 nChanged 1916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158986 members
Mstep: Class 2 contains 44150 members
Entering Unmasked Estep
Score: -13383824.000000 Penalty: 3972.030029
Iteration 165Q: 3 clusters Score -1.338382e+07 nChanged 2036
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 161022 members
Mstep: Class 2 contains 42114 members
Entering Unmasked Estep
Score: -13384267.000000 Penalty: 3972.030029
Iteration 166Q: 3 clusters Score -1.338427e+07 nChanged 2043
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163065 members
Mstep: Class 2 contains 40071 members
Entering Unmasked Estep
Score: -13384671.000000 Penalty: 3972.030029
Iteration 167Q: 3 clusters Score -1.338467e+07 nChanged 2106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 165171 members
Mstep: Class 2 contains 37965 members
Entering Unmasked Estep
Score: -13385260.000000 Penalty: 3972.030029
Iteration 168Q: 3 clusters Score -1.338526e+07 nChanged 2210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167381 members
Mstep: Class 2 contains 35755 members
Entering Unmasked Estep
Score: -13385849.000000 Penalty: 3972.030029
Iteration 169Q: 3 clusters Score -1.338585e+07 nChanged 2194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169573 members
Mstep: Class 2 contains 33563 members
Entering Unmasked Estep
Score: -13386448.000000 Penalty: 3972.030029
Iteration 170Q: 3 clusters Score -1.338645e+07 nChanged 2240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171811 members
Mstep: Class 2 contains 31325 members
Entering Unmasked Estep
Score: -13387103.000000 Penalty: 3972.030029
Iteration 171Q: 3 clusters Score -1.33871e+07 nChanged 2294
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174105 members
Mstep: Class 2 contains 29031 members
Entering Unmasked Estep
Score: -13387718.000000 Penalty: 3972.030029
Iteration 172Q: 3 clusters Score -1.338772e+07 nChanged 2250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176355 members
Mstep: Class 2 contains 26781 members
Entering Unmasked Estep
Score: -13388446.000000 Penalty: 3972.030029
Iteration 173Q: 3 clusters Score -1.338845e+07 nChanged 2326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 178679 members
Mstep: Class 2 contains 24457 members
Entering Unmasked Estep
Score: -13389212.000000 Penalty: 3972.030029
Iteration 174Q: 3 clusters Score -1.338921e+07 nChanged 2319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 180998 members
Mstep: Class 2 contains 22138 members
Entering Unmasked Estep
Score: -13390028.000000 Penalty: 3972.030029
Iteration 175Q: 3 clusters Score -1.339003e+07 nChanged 2316
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 183314 members
Mstep: Class 2 contains 19822 members
Entering Unmasked Estep
Score: -13390879.000000 Penalty: 3972.030029
Iteration 176Q: 3 clusters Score -1.339088e+07 nChanged 2203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 185517 members
Mstep: Class 2 contains 17619 members
Entering Unmasked Estep
Score: -13391631.000000 Penalty: 3972.030029
Iteration 177Q: 3 clusters Score -1.339163e+07 nChanged 2067
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 187584 members
Mstep: Class 2 contains 15552 members
Entering Unmasked Estep
Score: -13392353.000000 Penalty: 3972.030029
Iteration 178Q: 3 clusters Score -1.339235e+07 nChanged 1960
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189542 members
Mstep: Class 2 contains 13594 members
Entering Unmasked Estep
Score: -13393124.000000 Penalty: 3972.030029
Iteration 179Q: 3 clusters Score -1.339312e+07 nChanged 1760
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 191302 members
Mstep: Class 2 contains 11834 members
Entering Unmasked Estep
Score: -13393797.000000 Penalty: 3972.030029
Iteration 180F: 3 clusters Score -1.33938e+07 nChanged 1481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 192783 members
Mstep: Class 2 contains 10353 members
Entering Unmasked Estep
Score: -13394358.000000 Penalty: 3972.030029
Iteration 181Q: 3 clusters Score -1.339436e+07 nChanged 1300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 194083 members
Mstep: Class 2 contains 9053 members
Entering Unmasked Estep
Score: -13394805.000000 Penalty: 3972.030029
Iteration 182Q: 3 clusters Score -1.33948e+07 nChanged 1132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 195209 members
Mstep: Class 2 contains 7927 members
Entering Unmasked Estep
Score: -13395261.000000 Penalty: 3972.030029
Iteration 183Q: 3 clusters Score -1.339526e+07 nChanged 979
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 196178 members
Mstep: Class 2 contains 6958 members
Entering Unmasked Estep
Score: -13395635.000000 Penalty: 3972.030029
Iteration 184Q: 3 clusters Score -1.339564e+07 nChanged 840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 197002 members
Mstep: Class 2 contains 6134 members
Entering Unmasked Estep
Score: -13396016.000000 Penalty: 3972.030029
Iteration 185Q: 3 clusters Score -1.339602e+07 nChanged 642
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 197608 members
Mstep: Class 2 contains 5528 members
Entering Unmasked Estep
Score: -13396237.000000 Penalty: 3972.030029
Iteration 186Q: 3 clusters Score -1.339624e+07 nChanged 509
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 198085 members
Mstep: Class 2 contains 5051 members
Entering Unmasked Estep
Score: -13396341.000000 Penalty: 3972.030029
Iteration 187Q: 3 clusters Score -1.339634e+07 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 198441 members
Mstep: Class 2 contains 4695 members
Entering Unmasked Estep
Score: -13396464.000000 Penalty: 3972.030029
Iteration 188Q: 3 clusters Score -1.339646e+07 nChanged 365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 198774 members
Mstep: Class 2 contains 4362 members
Entering Unmasked Estep
Score: -13396540.000000 Penalty: 3972.030029
Iteration 189Q: 3 clusters Score -1.339654e+07 nChanged 313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199057 members
Mstep: Class 2 contains 4079 members
Entering Unmasked Estep
Score: -13396636.000000 Penalty: 3972.030029
Iteration 190Q: 3 clusters Score -1.339664e+07 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199280 members
Mstep: Class 2 contains 3856 members
Entering Unmasked Estep
Score: -13396708.000000 Penalty: 3972.030029
Iteration 191Q: 3 clusters Score -1.339671e+07 nChanged 246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199482 members
Mstep: Class 2 contains 3654 members
Entering Unmasked Estep
Score: -13396806.000000 Penalty: 3972.030029
Iteration 192Q: 3 clusters Score -1.339681e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199632 members
Mstep: Class 2 contains 3504 members
Entering Unmasked Estep
Score: -13396860.000000 Penalty: 3972.030029
Iteration 193Q: 3 clusters Score -1.339686e+07 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199757 members
Mstep: Class 2 contains 3379 members
Entering Unmasked Estep
Score: -13396892.000000 Penalty: 3972.030029
Iteration 194Q: 3 clusters Score -1.339689e+07 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199860 members
Mstep: Class 2 contains 3276 members
Entering Unmasked Estep
Score: -13396944.000000 Penalty: 3972.030029
Iteration 195Q: 3 clusters Score -1.339694e+07 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 199941 members
Mstep: Class 2 contains 3195 members
Entering Unmasked Estep
Score: -13396956.000000 Penalty: 3972.030029
Iteration 196Q: 3 clusters Score -1.339696e+07 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200018 members
Mstep: Class 2 contains 3118 members
Entering Unmasked Estep
Score: -13396935.000000 Penalty: 3972.030029
Iteration 197Q: 3 clusters Score -1.339694e+07 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200094 members
Mstep: Class 2 contains 3042 members
Entering Unmasked Estep
Score: -13396956.000000 Penalty: 3972.030029
Iteration 198Q: 3 clusters Score -1.339696e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200159 members
Mstep: Class 2 contains 2977 members
Entering Unmasked Estep
Score: -13396971.000000 Penalty: 3972.030029
Iteration 199Q: 3 clusters Score -1.339697e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200220 members
Mstep: Class 2 contains 2916 members
Entering Unmasked Estep
Score: -13396997.000000 Penalty: 3972.030029
Iteration 200F: 3 clusters Score -1.3397e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200274 members
Mstep: Class 2 contains 2862 members
Entering Unmasked Estep
Score: -13397028.000000 Penalty: 3972.030029
Iteration 201Q: 3 clusters Score -1.339703e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200319 members
Mstep: Class 2 contains 2817 members
Entering Unmasked Estep
Score: -13397045.000000 Penalty: 3972.030029
Iteration 202Q: 3 clusters Score -1.339704e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200355 members
Mstep: Class 2 contains 2781 members
Entering Unmasked Estep
Score: -13397036.000000 Penalty: 3972.030029
Iteration 203Q: 3 clusters Score -1.339704e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200388 members
Mstep: Class 2 contains 2748 members
Entering Unmasked Estep
Score: -13397026.000000 Penalty: 3972.030029
Iteration 204Q: 3 clusters Score -1.339703e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200414 members
Mstep: Class 2 contains 2722 members
Entering Unmasked Estep
Score: -13397039.000000 Penalty: 3972.030029
Iteration 205Q: 3 clusters Score -1.339704e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200440 members
Mstep: Class 2 contains 2696 members
Entering Unmasked Estep
Score: -13397045.000000 Penalty: 3972.030029
Iteration 206Q: 3 clusters Score -1.339704e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200460 members
Mstep: Class 2 contains 2676 members
Entering Unmasked Estep
Score: -13397052.000000 Penalty: 3972.030029
Iteration 207Q: 3 clusters Score -1.339705e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200475 members
Mstep: Class 2 contains 2661 members
Entering Unmasked Estep
Score: -13397068.000000 Penalty: 3972.030029
Iteration 208Q: 3 clusters Score -1.339707e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200485 members
Mstep: Class 2 contains 2651 members
Entering Unmasked Estep
Score: -13397081.000000 Penalty: 3972.030029
Iteration 209Q: 3 clusters Score -1.339708e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200490 members
Mstep: Class 2 contains 2646 members
Entering Unmasked Estep
Score: -13397070.000000 Penalty: 3972.030029
Iteration 210Q: 3 clusters Score -1.339707e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200501 members
Mstep: Class 2 contains 2635 members
Entering Unmasked Estep
Score: -13397073.000000 Penalty: 3972.030029
Iteration 211Q: 3 clusters Score -1.339707e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200511 members
Mstep: Class 2 contains 2625 members
Entering Unmasked Estep
Score: -13397072.000000 Penalty: 3972.030029
Iteration 212Q: 3 clusters Score -1.339707e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200516 members
Mstep: Class 2 contains 2620 members
Entering Unmasked Estep
Score: -13397072.000000 Penalty: 3972.030029
Iteration 213Q: 3 clusters Score -1.339707e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200522 members
Mstep: Class 2 contains 2614 members
Entering Unmasked Estep
Score: -13397066.000000 Penalty: 3972.030029
Iteration 214Q: 3 clusters Score -1.339707e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200523 members
Mstep: Class 2 contains 2613 members
Entering Unmasked Estep
Score: -13397075.000000 Penalty: 3972.030029
Iteration 215Q: 3 clusters Score -1.339708e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200529 members
Mstep: Class 2 contains 2607 members
Entering Unmasked Estep
Score: -13397076.000000 Penalty: 3972.030029
Iteration 216Q: 3 clusters Score -1.339708e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200533 members
Mstep: Class 2 contains 2603 members
Entering Unmasked Estep
Score: -13397072.000000 Penalty: 3972.030029
Iteration 217Q: 3 clusters Score -1.339707e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200532 members
Mstep: Class 2 contains 2604 members
Entering Unmasked Estep
Score: -13397073.000000 Penalty: 3972.030029
Iteration 218Q: 3 clusters Score -1.339707e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200533 members
Mstep: Class 2 contains 2603 members
Entering Unmasked Estep
Score: -13397077.000000 Penalty: 3972.030029
Iteration 219Q: 3 clusters Score -1.339708e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200537 members
Mstep: Class 2 contains 2599 members
Entering Unmasked Estep
Score: -13397074.000000 Penalty: 3972.030029
Iteration 220F: 3 clusters Score -1.339707e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200543 members
Mstep: Class 2 contains 2593 members
Entering Unmasked Estep
Score: -13397064.000000 Penalty: 3972.030029
Iteration 221Q: 3 clusters Score -1.339706e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200552 members
Mstep: Class 2 contains 2584 members
Entering Unmasked Estep
Score: -13397067.000000 Penalty: 3972.030029
Iteration 222Q: 3 clusters Score -1.339707e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200555 members
Mstep: Class 2 contains 2581 members
Entering Unmasked Estep
Score: -13397077.000000 Penalty: 3972.030029
Iteration 223Q: 3 clusters Score -1.339708e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200559 members
Mstep: Class 2 contains 2577 members
Entering Unmasked Estep
Score: -13397079.000000 Penalty: 3972.030029
Iteration 224Q: 3 clusters Score -1.339708e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200561 members
Mstep: Class 2 contains 2575 members
Entering Unmasked Estep
Score: -13397073.000000 Penalty: 3972.030029
Iteration 225Q: 3 clusters Score -1.339707e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200568 members
Mstep: Class 2 contains 2568 members
Entering Unmasked Estep
Score: -13397080.000000 Penalty: 3972.030029
Iteration 226Q: 3 clusters Score -1.339708e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200572 members
Mstep: Class 2 contains 2564 members
Entering Unmasked Estep
Score: -13397067.000000 Penalty: 3972.030029
Iteration 227Q: 3 clusters Score -1.339707e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200578 members
Mstep: Class 2 contains 2558 members
Entering Unmasked Estep
Score: -13397072.000000 Penalty: 3972.030029
Iteration 228Q: 3 clusters Score -1.339707e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200586 members
Mstep: Class 2 contains 2550 members
Entering Unmasked Estep
Score: -13397080.000000 Penalty: 3972.030029
Iteration 229Q: 3 clusters Score -1.339708e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200596 members
Mstep: Class 2 contains 2540 members
Entering Unmasked Estep
Score: -13397087.000000 Penalty: 3972.030029
Iteration 230Q: 3 clusters Score -1.339709e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200610 members
Mstep: Class 2 contains 2526 members
Entering Unmasked Estep
Score: -13397087.000000 Penalty: 3972.030029
Iteration 231Q: 3 clusters Score -1.339709e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200611 members
Mstep: Class 2 contains 2525 members
Entering Unmasked Estep
Score: -13397091.000000 Penalty: 3972.030029
Iteration 232Q: 3 clusters Score -1.339709e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200617 members
Mstep: Class 2 contains 2519 members
Entering Unmasked Estep
Score: -13397085.000000 Penalty: 3972.030029
Iteration 233Q: 3 clusters Score -1.339708e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200620 members
Mstep: Class 2 contains 2516 members
Entering Unmasked Estep
Score: -13397094.000000 Penalty: 3972.030029
Iteration 234Q: 3 clusters Score -1.339709e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200625 members
Mstep: Class 2 contains 2511 members
Entering Unmasked Estep
Score: -13397095.000000 Penalty: 3972.030029
Iteration 235Q: 3 clusters Score -1.33971e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200630 members
Mstep: Class 2 contains 2506 members
Entering Unmasked Estep
Score: -13397088.000000 Penalty: 3972.030029
Iteration 236Q: 3 clusters Score -1.339709e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200638 members
Mstep: Class 2 contains 2498 members
Entering Unmasked Estep
Score: -13397085.000000 Penalty: 3972.030029
Iteration 237Q: 3 clusters Score -1.339708e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200645 members
Mstep: Class 2 contains 2491 members
Entering Unmasked Estep
Score: -13397087.000000 Penalty: 3972.030029
Iteration 238Q: 3 clusters Score -1.339709e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200645 members
Mstep: Class 2 contains 2491 members
Entering Unmasked Estep
Score: -13397095.000000 Penalty: 3972.030029
Iteration 239Q: 3 clusters Score -1.33971e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200643 members
Mstep: Class 2 contains 2493 members
Entering Unmasked Estep
Score: -13397103.000000 Penalty: 3972.030029
Iteration 240F: 3 clusters Score -1.33971e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200644 members
Mstep: Class 2 contains 2492 members
Entering Unmasked Estep
Score: -13397095.000000 Penalty: 3972.030029
Iteration 241Q: 3 clusters Score -1.33971e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200648 members
Mstep: Class 2 contains 2488 members
Entering Unmasked Estep
Score: -13397099.000000 Penalty: 3972.030029
Iteration 242Q: 3 clusters Score -1.33971e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200650 members
Mstep: Class 2 contains 2486 members
Entering Unmasked Estep
Score: -13397091.000000 Penalty: 3972.030029
Iteration 243Q: 3 clusters Score -1.339709e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200651 members
Mstep: Class 2 contains 2485 members
Entering Unmasked Estep
Score: -13397090.000000 Penalty: 3972.030029
Iteration 244Q: 3 clusters Score -1.339709e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200652 members
Mstep: Class 2 contains 2484 members
Entering Unmasked Estep
Score: -13397090.000000 Penalty: 3972.030029
Iteration 245Q: 3 clusters Score -1.339709e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200651 members
Mstep: Class 2 contains 2485 members
Entering Unmasked Estep
Score: -13397099.000000 Penalty: 3972.030029
Iteration 246Q: 3 clusters Score -1.33971e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200652 members
Mstep: Class 2 contains 2484 members
Entering Unmasked Estep
Score: -13397084.000000 Penalty: 3972.030029
Iteration 247Q: 3 clusters Score -1.339708e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200655 members
Mstep: Class 2 contains 2481 members
Entering Unmasked Estep
Score: -13397092.000000 Penalty: 3972.030029
Iteration 248Q: 3 clusters Score -1.339709e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200656 members
Mstep: Class 2 contains 2480 members
Entering Unmasked Estep
Score: -13397095.000000 Penalty: 3972.030029
Iteration 249Q: 3 clusters Score -1.33971e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200654 members
Mstep: Class 2 contains 2482 members
Entering Unmasked Estep
Score: -13397088.000000 Penalty: 3972.030029
Iteration 250Q: 3 clusters Score -1.339709e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200655 members
Mstep: Class 2 contains 2481 members
Entering Unmasked Estep
Score: -13397094.000000 Penalty: 3972.030029
Iteration 251Q: 3 clusters Score -1.339709e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200655 members
Mstep: Class 2 contains 2481 members
Entering Unmasked Estep
Score: -13397096.000000 Penalty: 3972.030029
Iteration 252Q: 3 clusters Score -1.33971e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 200655 members
Mstep: Class 2 contains 2481 members
Entering Unmasked Estep
Score: -13397096.000000 Penalty: 3972.030029
Iteration 253F: 3 clusters Score -1.33971e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 15 (1320 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1320 members
Entering Unmasked Estep
Score: -84364.218750 Penalty: 1167.625366
Iteration 0F: 2 clusters Score -84364.22 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 648 members
Mstep: Class 2 contains 672 members
Entering Unmasked Estep
Score: -82737.953125 Penalty: 2335.250732
Iteration 0F: 3 clusters Score -82737.95 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 619 members
Mstep: Class 2 contains 701 members
Entering Unmasked Estep
Score: -83082.117188 Penalty: 2335.250732
Iteration 1F: 3 clusters Score -83082.12 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 600 members
Mstep: Class 2 contains 720 members
Entering Unmasked Estep
Score: -83185.343750 Penalty: 2335.250732
Iteration 2F: 3 clusters Score -83185.34 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 587 members
Mstep: Class 2 contains 733 members
Entering Unmasked Estep
Score: -83249.218750 Penalty: 2335.250732
Iteration 3Q: 3 clusters Score -83249.22 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 577 members
Mstep: Class 2 contains 743 members
Entering Unmasked Estep
Score: -83313.875000 Penalty: 2335.250732
Iteration 4Q: 3 clusters Score -83313.88 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 571 members
Mstep: Class 2 contains 749 members
Entering Unmasked Estep
Score: -83339.203125 Penalty: 2335.250732
Iteration 5Q: 3 clusters Score -83339.2 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 565 members
Mstep: Class 2 contains 755 members
Entering Unmasked Estep
Score: -83356.882812 Penalty: 2335.250732
Iteration 6Q: 3 clusters Score -83356.88 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 558 members
Mstep: Class 2 contains 762 members
Entering Unmasked Estep
Score: -83375.273438 Penalty: 2335.250732
Iteration 7Q: 3 clusters Score -83375.27 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 555 members
Mstep: Class 2 contains 765 members
Entering Unmasked Estep
Score: -83390.265625 Penalty: 2335.250732
Iteration 8Q: 3 clusters Score -83390.27 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 546 members
Mstep: Class 2 contains 774 members
Entering Unmasked Estep
Score: -83403.750000 Penalty: 2335.250732
Iteration 9Q: 3 clusters Score -83403.75 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 544 members
Mstep: Class 2 contains 776 members
Entering Unmasked Estep
Score: -83408.679688 Penalty: 2335.250732
Iteration 10Q: 3 clusters Score -83408.68 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 541 members
Mstep: Class 2 contains 779 members
Entering Unmasked Estep
Score: -83414.343750 Penalty: 2335.250732
Iteration 11Q: 3 clusters Score -83414.34 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 535 members
Mstep: Class 2 contains 785 members
Entering Unmasked Estep
Score: -83422.054688 Penalty: 2335.250732
Iteration 12Q: 3 clusters Score -83422.05 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 530 members
Mstep: Class 2 contains 790 members
Entering Unmasked Estep
Score: -83430.289062 Penalty: 2335.250732
Iteration 13Q: 3 clusters Score -83430.29 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 525 members
Mstep: Class 2 contains 795 members
Entering Unmasked Estep
Score: -83439.250000 Penalty: 2335.250732
Iteration 14Q: 3 clusters Score -83439.25 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 515 members
Mstep: Class 2 contains 805 members
Entering Unmasked Estep
Score: -83450.343750 Penalty: 2335.250732
Iteration 15Q: 3 clusters Score -83450.34 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 506 members
Mstep: Class 2 contains 814 members
Entering Unmasked Estep
Score: -83463.710938 Penalty: 2335.250732
Iteration 16Q: 3 clusters Score -83463.71 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 495 members
Mstep: Class 2 contains 825 members
Entering Unmasked Estep
Score: -83472.554688 Penalty: 2335.250732
Iteration 17Q: 3 clusters Score -83472.55 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 489 members
Mstep: Class 2 contains 831 members
Entering Unmasked Estep
Score: -83482.117188 Penalty: 2335.250732
Iteration 18Q: 3 clusters Score -83482.12 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 488 members
Mstep: Class 2 contains 832 members
Entering Unmasked Estep
Score: -83492.218750 Penalty: 2335.250732
Iteration 19Q: 3 clusters Score -83492.22 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 493 members
Mstep: Class 2 contains 827 members
Entering Unmasked Estep
Score: -83501.617188 Penalty: 2335.250732
Iteration 20F: 3 clusters Score -83501.62 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 498 members
Mstep: Class 2 contains 822 members
Entering Unmasked Estep
Score: -83509.187500 Penalty: 2335.250732
Iteration 21Q: 3 clusters Score -83509.19 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 503 members
Mstep: Class 2 contains 817 members
Entering Unmasked Estep
Score: -83515.812500 Penalty: 2335.250732
Iteration 22Q: 3 clusters Score -83515.81 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 505 members
Mstep: Class 2 contains 815 members
Entering Unmasked Estep
Score: -83524.523438 Penalty: 2335.250732
Iteration 23Q: 3 clusters Score -83524.52 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 505 members
Mstep: Class 2 contains 815 members
Entering Unmasked Estep
Score: -83530.234375 Penalty: 2335.250732
Iteration 24Q: 3 clusters Score -83530.23 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 504 members
Mstep: Class 2 contains 816 members
Entering Unmasked Estep
Score: -83537.906250 Penalty: 2335.250732
Iteration 25Q: 3 clusters Score -83537.91 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 502 members
Mstep: Class 2 contains 818 members
Entering Unmasked Estep
Score: -83551.414062 Penalty: 2335.250732
Iteration 26Q: 3 clusters Score -83551.41 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 499 members
Mstep: Class 2 contains 821 members
Entering Unmasked Estep
Score: -83561.914062 Penalty: 2335.250732
Iteration 27Q: 3 clusters Score -83561.91 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 500 members
Mstep: Class 2 contains 820 members
Entering Unmasked Estep
Score: -83566.445312 Penalty: 2335.250732
Iteration 28Q: 3 clusters Score -83566.45 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 500 members
Mstep: Class 2 contains 820 members
Entering Unmasked Estep
Score: -83571.859375 Penalty: 2335.250732
Iteration 29Q: 3 clusters Score -83571.86 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 503 members
Mstep: Class 2 contains 817 members
Entering Unmasked Estep
Score: -83573.578125 Penalty: 2335.250732
Iteration 30Q: 3 clusters Score -83573.58 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 504 members
Mstep: Class 2 contains 816 members
Entering Unmasked Estep
Score: -83574.507812 Penalty: 2335.250732
Iteration 31Q: 3 clusters Score -83574.51 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 506 members
Mstep: Class 2 contains 814 members
Entering Unmasked Estep
Score: -83578.921875 Penalty: 2335.250732
Iteration 32Q: 3 clusters Score -83578.92 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 507 members
Mstep: Class 2 contains 813 members
Entering Unmasked Estep
Score: -83584.031250 Penalty: 2335.250732
Iteration 33Q: 3 clusters Score -83584.03 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 513 members
Mstep: Class 2 contains 807 members
Entering Unmasked Estep
Score: -83598.968750 Penalty: 2335.250732
Iteration 34Q: 3 clusters Score -83598.97 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 517 members
Mstep: Class 2 contains 803 members
Entering Unmasked Estep
Score: -83612.156250 Penalty: 2335.250732
Iteration 35Q: 3 clusters Score -83612.16 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 517 members
Mstep: Class 2 contains 803 members
Entering Unmasked Estep
Score: -83621.085938 Penalty: 2335.250732
Iteration 36Q: 3 clusters Score -83621.09 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 521 members
Mstep: Class 2 contains 799 members
Entering Unmasked Estep
Score: -83629.304688 Penalty: 2335.250732
Iteration 37Q: 3 clusters Score -83629.3 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 521 members
Mstep: Class 2 contains 799 members
Entering Unmasked Estep
Score: -83634.640625 Penalty: 2335.250732
Iteration 38Q: 3 clusters Score -83634.64 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 519 members
Mstep: Class 2 contains 801 members
Entering Unmasked Estep
Score: -83638.929688 Penalty: 2335.250732
Iteration 39Q: 3 clusters Score -83638.93 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 521 members
Mstep: Class 2 contains 799 members
Entering Unmasked Estep
Score: -83642.640625 Penalty: 2335.250732
Iteration 40F: 3 clusters Score -83642.64 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 524 members
Mstep: Class 2 contains 796 members
Entering Unmasked Estep
Score: -83654.093750 Penalty: 2335.250732
Iteration 41Q: 3 clusters Score -83654.09 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 527 members
Mstep: Class 2 contains 793 members
Entering Unmasked Estep
Score: -83667.789062 Penalty: 2335.250732
Iteration 42Q: 3 clusters Score -83667.79 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 534 members
Mstep: Class 2 contains 786 members
Entering Unmasked Estep
Score: -83679.617188 Penalty: 2335.250732
Iteration 43Q: 3 clusters Score -83679.62 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 545 members
Mstep: Class 2 contains 775 members
Entering Unmasked Estep
Score: -83699.171875 Penalty: 2335.250732
Iteration 44Q: 3 clusters Score -83699.17 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 557 members
Mstep: Class 2 contains 763 members
Entering Unmasked Estep
Score: -83716.421875 Penalty: 2335.250732
Iteration 45Q: 3 clusters Score -83716.42 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 562 members
Mstep: Class 2 contains 758 members
Entering Unmasked Estep
Score: -83729.398438 Penalty: 2335.250732
Iteration 46Q: 3 clusters Score -83729.4 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 568 members
Mstep: Class 2 contains 752 members
Entering Unmasked Estep
Score: -83745.148438 Penalty: 2335.250732
Iteration 47Q: 3 clusters Score -83745.15 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 574 members
Mstep: Class 2 contains 746 members
Entering Unmasked Estep
Score: -83756.695312 Penalty: 2335.250732
Iteration 48Q: 3 clusters Score -83756.7 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 578 members
Mstep: Class 2 contains 742 members
Entering Unmasked Estep
Score: -83764.414062 Penalty: 2335.250732
Iteration 49Q: 3 clusters Score -83764.41 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 578 members
Mstep: Class 2 contains 742 members
Entering Unmasked Estep
Score: -83767.609375 Penalty: 2335.250732
Iteration 50Q: 3 clusters Score -83767.61 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 577 members
Mstep: Class 2 contains 743 members
Entering Unmasked Estep
Score: -83769.539062 Penalty: 2335.250732
Iteration 51Q: 3 clusters Score -83769.54 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 577 members
Mstep: Class 2 contains 743 members
Entering Unmasked Estep
Score: -83771.171875 Penalty: 2335.250732
Iteration 52Q: 3 clusters Score -83771.17 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 575 members
Mstep: Class 2 contains 745 members
Entering Unmasked Estep
Score: -83772.375000 Penalty: 2335.250732
Iteration 53Q: 3 clusters Score -83772.38 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 575 members
Mstep: Class 2 contains 745 members
Entering Unmasked Estep
Score: -83772.375000 Penalty: 2335.250732
Iteration 54F: 3 clusters Score -83772.38 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (3340 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3340 members
Entering Unmasked Estep
Score: -177703.703125 Penalty: 1318.480469
Iteration 0F: 2 clusters Score -177703.7 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1717 members
Mstep: Class 2 contains 1623 members
Entering Unmasked Estep
Score: -174882.953125 Penalty: 2636.960938
Iteration 0F: 3 clusters Score -174883 nChanged 1336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1783 members
Mstep: Class 2 contains 1557 members
Entering Unmasked Estep
Score: -175910.015625 Penalty: 2636.960938
Iteration 1F: 3 clusters Score -175910 nChanged 359
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1862 members
Mstep: Class 2 contains 1478 members
Entering Unmasked Estep
Score: -176319.625000 Penalty: 2636.960938
Iteration 2F: 3 clusters Score -176319.6 nChanged 271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1955 members
Mstep: Class 2 contains 1385 members
Entering Unmasked Estep
Score: -176756.062500 Penalty: 2636.960938
Iteration 3F: 3 clusters Score -176756.1 nChanged 255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2066 members
Mstep: Class 2 contains 1274 members
Entering Unmasked Estep
Score: -177090.890625 Penalty: 2636.960938
Iteration 4F: 3 clusters Score -177090.9 nChanged 225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2201 members
Mstep: Class 2 contains 1139 members
Entering Unmasked Estep
Score: -177371.062500 Penalty: 2636.960938
Iteration 5F: 3 clusters Score -177371.1 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2376 members
Mstep: Class 2 contains 964 members
Entering Unmasked Estep
Score: -177657.453125 Penalty: 2636.960938
Iteration 6F: 3 clusters Score -177657.5 nChanged 208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2558 members
Mstep: Class 2 contains 782 members
Entering Unmasked Estep
Score: -178067.203125 Penalty: 2636.960938
Iteration 7F: 3 clusters Score -178067.2 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2759 members
Mstep: Class 2 contains 581 members
Entering Unmasked Estep
Score: -178783.546875 Penalty: 2636.960938
Iteration 8F: 3 clusters Score -178783.5 nChanged 239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2946 members
Mstep: Class 2 contains 394 members
Entering Unmasked Estep
Score: -179488.937500 Penalty: 2636.960938
Iteration 9F: 3 clusters Score -179488.9 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3053 members
Mstep: Class 2 contains 287 members
Entering Unmasked Estep
Score: -179841.484375 Penalty: 2636.960938
Iteration 10Q: 3 clusters Score -179841.5 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3100 members
Mstep: Class 2 contains 240 members
Entering Unmasked Estep
Score: -180025.859375 Penalty: 2636.960938
Iteration 11Q: 3 clusters Score -180025.9 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3117 members
Mstep: Class 2 contains 223 members
Entering Unmasked Estep
Score: -180115.921875 Penalty: 2636.960938
Iteration 12Q: 3 clusters Score -180115.9 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3126 members
Mstep: Class 2 contains 214 members
Entering Unmasked Estep
Score: -180217.671875 Penalty: 2636.960938
Iteration 13Q: 3 clusters Score -180217.7 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3129 members
Mstep: Class 2 contains 211 members
Entering Unmasked Estep
Score: -180220.796875 Penalty: 2636.960938
Iteration 14Q: 3 clusters Score -180220.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3130 members
Mstep: Class 2 contains 210 members
Entering Unmasked Estep
Score: -180222.984375 Penalty: 2636.960938
Iteration 15Q: 3 clusters Score -180223 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3130 members
Mstep: Class 2 contains 210 members
Entering Unmasked Estep
Score: -180263.171875 Penalty: 2636.960938
Iteration 16F: 3 clusters Score -180263.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3126 members
Mstep: Class 2 contains 214 members
Entering Unmasked Estep
Score: -180322.984375 Penalty: 2636.960938
Iteration 17Q: 3 clusters Score -180323 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3127 members
Mstep: Class 2 contains 213 members
Entering Unmasked Estep
Score: -180323.937500 Penalty: 2636.960938
Iteration 18Q: 3 clusters Score -180323.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3128 members
Mstep: Class 2 contains 212 members
Entering Unmasked Estep
Score: -180325.828125 Penalty: 2636.960938
Iteration 19Q: 3 clusters Score -180325.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3128 members
Mstep: Class 2 contains 212 members
Entering Unmasked Estep
Score: -180325.828125 Penalty: 2636.960938
Iteration 20F: 3 clusters Score -180325.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 2700 members
Mstep: Class 3 contains 13650 members
Mstep: Class 4 contains 25227 members
Mstep: Class 5 contains 12469 members
Mstep: Class 6 contains 7693 members
Mstep: Class 7 contains 47121 members
Mstep: Class 8 contains 6090 members
Mstep: Class 9 contains 24882 members
Mstep: Class 10 contains 10862 members
Mstep: Class 11 contains 55893 members
Mstep: Class 12 contains 16243 members
Mstep: Class 13 contains 1364 members
Mstep: Class 14 contains 203136 members
Mstep: Class 15 contains 1320 members
Mstep: Class 16 contains 5321 members
Mstep: Class 17 contains 3128 members
Mstep: Class 18 contains 1596 members
Mstep: Class 19 contains 85125 members
Mstep: Class 20 contains 87532 members
Mstep: Class 21 contains 24308 members
Mstep: Class 22 contains 212 members
Entering Unmasked Estep
Score: -41960544.000000 Penalty: 47846.500000
Splitting cluster 17 changes total score from -41937372.000000 to -41960544.000000
So it's getting split into cluster 22.
Entering ConstructFrom:
Trying to split cluster 18 (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: -110330.390625 Penalty: 1198.479004
Iteration 0F: 2 clusters Score -110330.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 805 members
Mstep: Class 2 contains 791 members
Entering Unmasked Estep
Score: -108513.296875 Penalty: 2396.958008
Iteration 0F: 3 clusters Score -108513.3 nChanged 537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 808 members
Mstep: Class 2 contains 788 members
Entering Unmasked Estep
Score: -108872.953125 Penalty: 2396.958008
Iteration 1F: 3 clusters Score -108873 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 819 members
Mstep: Class 2 contains 777 members
Entering Unmasked Estep
Score: -108941.710938 Penalty: 2396.958008
Iteration 2F: 3 clusters Score -108941.7 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 820 members
Mstep: Class 2 contains 776 members
Entering Unmasked Estep
Score: -108974.250000 Penalty: 2396.958008
Iteration 3Q: 3 clusters Score -108974.2 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 820 members
Mstep: Class 2 contains 776 members
Entering Unmasked Estep
Score: -108993.289062 Penalty: 2396.958008
Iteration 4Q: 3 clusters Score -108993.3 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 829 members
Mstep: Class 2 contains 767 members
Entering Unmasked Estep
Score: -109003.304688 Penalty: 2396.958008
Iteration 5Q: 3 clusters Score -109003.3 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 838 members
Mstep: Class 2 contains 758 members
Entering Unmasked Estep
Score: -109010.625000 Penalty: 2396.958008
Iteration 6Q: 3 clusters Score -109010.6 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 846 members
Mstep: Class 2 contains 750 members
Entering Unmasked Estep
Score: -109018.679688 Penalty: 2396.958008
Iteration 7Q: 3 clusters Score -109018.7 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 849 members
Mstep: Class 2 contains 747 members
Entering Unmasked Estep
Score: -109023.585938 Penalty: 2396.958008
Iteration 8Q: 3 clusters Score -109023.6 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 855 members
Mstep: Class 2 contains 741 members
Entering Unmasked Estep
Score: -109027.031250 Penalty: 2396.958008
Iteration 9Q: 3 clusters Score -109027 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 857 members
Mstep: Class 2 contains 739 members
Entering Unmasked Estep
Score: -109030.679688 Penalty: 2396.958008
Iteration 10Q: 3 clusters Score -109030.7 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 859 members
Mstep: Class 2 contains 737 members
Entering Unmasked Estep
Score: -109036.085938 Penalty: 2396.958008
Iteration 11Q: 3 clusters Score -109036.1 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 864 members
Mstep: Class 2 contains 732 members
Entering Unmasked Estep
Score: -109040.320312 Penalty: 2396.958008
Iteration 12Q: 3 clusters Score -109040.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 865 members
Mstep: Class 2 contains 731 members
Entering Unmasked Estep
Score: -109042.796875 Penalty: 2396.958008
Iteration 13Q: 3 clusters Score -109042.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 865 members
Mstep: Class 2 contains 731 members
Entering Unmasked Estep
Score: -109042.796875 Penalty: 2396.958008
Iteration 14F: 3 clusters Score -109042.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 91 members
Mstep: Class 1 contains 13328 members
Mstep: Class 2 contains 2700 members
Mstep: Class 3 contains 13650 members
Mstep: Class 4 contains 25227 members
Mstep: Class 5 contains 12469 members
Mstep: Class 6 contains 7693 members
Mstep: Class 7 contains 47121 members
Mstep: Class 8 contains 6090 members
Mstep: Class 9 contains 24882 members
Mstep: Class 10 contains 10862 members
Mstep: Class 12 contains 16243 members
Mstep: Class 13 contains 1364 members
Mstep: Class 14 contains 203136 members
Mstep: Class 15 contains 1320 members
Mstep: Class 17 contains 3128 members
Mstep: Class 18 contains 1596 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41975696.000000 Penalty: 47846.500000
Iteration 39Q: 23 clusters Score -4.19757e+07 nChanged 23294
Entering Unmasked Mstep
Mstep: Class 0 contains 35 members
Mstep: Class 1 contains 13444 members
Mstep: Class 2 contains 2638 members
Mstep: Class 3 contains 13978 members
Mstep: Class 4 contains 24281 members
Mstep: Class 5 contains 12845 members
Mstep: Class 6 contains 7708 members
Mstep: Class 7 contains 46488 members
Mstep: Class 8 contains 5926 members
Mstep: Class 9 contains 25673 members
Mstep: Class 10 contains 12848 members
Mstep: Class 11 contains 56649 members
Mstep: Class 12 contains 14059 members
Mstep: Class 13 contains 1415 members
Mstep: Class 14 contains 208918 members
Mstep: Class 15 contains 1366 members
Mstep: Class 16 contains 5146 members
Mstep: Class 17 contains 3331 members
Mstep: Class 18 contains 1681 members
Mstep: Class 19 contains 80038 members
Mstep: Class 20 contains 86604 members
Mstep: Class 21 contains 23945 members
Mstep: Class 22 contains 275 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41987992.000000 Penalty: 47846.500000
Iteration 40F: 23 clusters Score -4.198799e+07 nChanged 18740
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 13569 members
Mstep: Class 2 contains 2540 members
Mstep: Class 3 contains 13530 members
Mstep: Class 4 contains 22294 members
Mstep: Class 5 contains 13010 members
Mstep: Class 6 contains 7526 members
Mstep: Class 7 contains 45790 members
Mstep: Class 8 contains 5551 members
Mstep: Class 9 contains 26642 members
Mstep: Class 10 contains 14161 members
Mstep: Class 11 contains 57692 members
Mstep: Class 12 contains 12434 members
Mstep: Class 13 contains 1441 members
Mstep: Class 14 contains 211594 members
Mstep: Class 15 contains 1356 members
Mstep: Class 16 contains 5040 members
Mstep: Class 17 contains 3465 members
Mstep: Class 18 contains 1798 members
Mstep: Class 19 contains 76808 members
Mstep: Class 20 contains 86576 members
Mstep: Class 21 contains 26074 members
Mstep: Class 22 contains 375 members
Entering Unmasked Estep
ConsiderDeletion
Score: -41994912.000000 Penalty: 47846.500000
Iteration 41Q: 23 clusters Score -4.199491e+07 nChanged 15059
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 13854 members
Mstep: Class 2 contains 2428 members
Mstep: Class 3 contains 13151 members
Mstep: Class 4 contains 20513 members
Mstep: Class 5 contains 13201 members
Mstep: Class 6 contains 7383 members
Mstep: Class 7 contains 45149 members
Mstep: Class 8 contains 5273 members
Mstep: Class 9 contains 27447 members
Mstep: Class 10 contains 15241 members
Mstep: Class 11 contains 58340 members
Mstep: Class 12 contains 11708 members
Mstep: Class 13 contains 1434 members
Mstep: Class 14 contains 214662 members
Mstep: Class 15 contains 1393 members
Mstep: Class 16 contains 4973 members
Mstep: Class 17 contains 3573 members
Mstep: Class 18 contains 1932 members
Mstep: Class 19 contains 73194 members
Mstep: Class 20 contains 86222 members
Mstep: Class 21 contains 27800 members
Mstep: Class 22 contains 395 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42000052.000000 Penalty: 47846.500000
Iteration 42Q: 23 clusters Score -4.200005e+07 nChanged 13476
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 14200 members
Mstep: Class 2 contains 2353 members
Mstep: Class 3 contains 12803 members
Mstep: Class 4 contains 18817 members
Mstep: Class 5 contains 13353 members
Mstep: Class 6 contains 7294 members
Mstep: Class 7 contains 44545 members
Mstep: Class 8 contains 5099 members
Mstep: Class 9 contains 28058 members
Mstep: Class 10 contains 16123 members
Mstep: Class 11 contains 58795 members
Mstep: Class 12 contains 11270 members
Mstep: Class 13 contains 1445 members
Mstep: Class 14 contains 217875 members
Mstep: Class 15 contains 1444 members
Mstep: Class 16 contains 4919 members
Mstep: Class 17 contains 3679 members
Mstep: Class 18 contains 2067 members
Mstep: Class 19 contains 69506 members
Mstep: Class 20 contains 85859 members
Mstep: Class 21 contains 29363 members
Mstep: Class 22 contains 399 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42005360.000000 Penalty: 47846.500000
Iteration 43Q: 23 clusters Score -4.200536e+07 nChanged 12408
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 14574 members
Mstep: Class 2 contains 2274 members
Mstep: Class 3 contains 12458 members
Mstep: Class 4 contains 17272 members
Mstep: Class 5 contains 13421 members
Mstep: Class 6 contains 7216 members
Mstep: Class 7 contains 43954 members
Mstep: Class 8 contains 5027 members
Mstep: Class 9 contains 28489 members
Mstep: Class 10 contains 16852 members
Mstep: Class 11 contains 59097 members
Mstep: Class 12 contains 10957 members
Mstep: Class 13 contains 1448 members
Mstep: Class 14 contains 221156 members
Mstep: Class 15 contains 1505 members
Mstep: Class 16 contains 4889 members
Mstep: Class 17 contains 3796 members
Mstep: Class 18 contains 2230 members
Mstep: Class 19 contains 65897 members
Mstep: Class 20 contains 85525 members
Mstep: Class 21 contains 30827 members
Mstep: Class 22 contains 402 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42009616.000000 Penalty: 47846.500000
Iteration 44Q: 23 clusters Score -4.200962e+07 nChanged 11652
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 14993 members
Mstep: Class 2 contains 2219 members
Mstep: Class 3 contains 12099 members
Mstep: Class 4 contains 15936 members
Mstep: Class 5 contains 13453 members
Mstep: Class 6 contains 7146 members
Mstep: Class 7 contains 43393 members
Mstep: Class 8 contains 4990 members
Mstep: Class 9 contains 28830 members
Mstep: Class 10 contains 17373 members
Mstep: Class 11 contains 59343 members
Mstep: Class 12 contains 10715 members
Mstep: Class 13 contains 1447 members
Mstep: Class 14 contains 224499 members
Mstep: Class 15 contains 1567 members
Mstep: Class 16 contains 4873 members
Mstep: Class 17 contains 3938 members
Mstep: Class 18 contains 2364 members
Mstep: Class 19 contains 62342 members
Mstep: Class 20 contains 85180 members
Mstep: Class 21 contains 32164 members
Mstep: Class 22 contains 402 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42013640.000000 Penalty: 47846.500000
Iteration 45Q: 23 clusters Score -4.201364e+07 nChanged 10941
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 15439 members
Mstep: Class 2 contains 2135 members
Mstep: Class 3 contains 11768 members
Mstep: Class 4 contains 14779 members
Mstep: Class 5 contains 13480 members
Mstep: Class 6 contains 7074 members
Mstep: Class 7 contains 42851 members
Mstep: Class 8 contains 4951 members
Mstep: Class 9 contains 29073 members
Mstep: Class 10 contains 17688 members
Mstep: Class 11 contains 59511 members
Mstep: Class 12 contains 10534 members
Mstep: Class 13 contains 1437 members
Mstep: Class 14 contains 227759 members
Mstep: Class 15 contains 1620 members
Mstep: Class 16 contains 4857 members
Mstep: Class 17 contains 4067 members
Mstep: Class 18 contains 2507 members
Mstep: Class 19 contains 58976 members
Mstep: Class 20 contains 84885 members
Mstep: Class 21 contains 33470 members
Mstep: Class 22 contains 404 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42017632.000000 Penalty: 47846.500000
Iteration 46Q: 23 clusters Score -4.201763e+07 nChanged 10223
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 15890 members
Mstep: Class 2 contains 2055 members
Mstep: Class 3 contains 11433 members
Mstep: Class 4 contains 13747 members
Mstep: Class 5 contains 13501 members
Mstep: Class 6 contains 7004 members
Mstep: Class 7 contains 42285 members
Mstep: Class 8 contains 4926 members
Mstep: Class 9 contains 29256 members
Mstep: Class 10 contains 17873 members
Mstep: Class 11 contains 59595 members
Mstep: Class 12 contains 10389 members
Mstep: Class 13 contains 1420 members
Mstep: Class 14 contains 230778 members
Mstep: Class 15 contains 1666 members
Mstep: Class 16 contains 4844 members
Mstep: Class 17 contains 4214 members
Mstep: Class 18 contains 2634 members
Mstep: Class 19 contains 55921 members
Mstep: Class 20 contains 84683 members
Mstep: Class 21 contains 34746 members
Mstep: Class 22 contains 405 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42021028.000000 Penalty: 47846.500000
Iteration 47Q: 23 clusters Score -4.202103e+07 nChanged 9766
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 16360 members
Mstep: Class 2 contains 1949 members
Mstep: Class 3 contains 11081 members
Mstep: Class 4 contains 12759 members
Mstep: Class 5 contains 13515 members
Mstep: Class 6 contains 6935 members
Mstep: Class 7 contains 41742 members
Mstep: Class 8 contains 4883 members
Mstep: Class 9 contains 29410 members
Mstep: Class 10 contains 17981 members
Mstep: Class 11 contains 59585 members
Mstep: Class 12 contains 10260 members
Mstep: Class 13 contains 1415 members
Mstep: Class 14 contains 233503 members
Mstep: Class 15 contains 1725 members
Mstep: Class 16 contains 4832 members
Mstep: Class 17 contains 4377 members
Mstep: Class 18 contains 2755 members
Mstep: Class 19 contains 53180 members
Mstep: Class 20 contains 84618 members
Mstep: Class 21 contains 35994 members
Mstep: Class 22 contains 406 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42023868.000000 Penalty: 47846.500000
Iteration 48Q: 23 clusters Score -4.202387e+07 nChanged 8821
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 16795 members
Mstep: Class 2 contains 1866 members
Mstep: Class 3 contains 10770 members
Mstep: Class 4 contains 11890 members
Mstep: Class 5 contains 13500 members
Mstep: Class 6 contains 6846 members
Mstep: Class 7 contains 41196 members
Mstep: Class 8 contains 4819 members
Mstep: Class 9 contains 29493 members
Mstep: Class 10 contains 18067 members
Mstep: Class 11 contains 59585 members
Mstep: Class 12 contains 10166 members
Mstep: Class 13 contains 1406 members
Mstep: Class 14 contains 235980 members
Mstep: Class 15 contains 1783 members
Mstep: Class 16 contains 4825 members
Mstep: Class 17 contains 4505 members
Mstep: Class 18 contains 2865 members
Mstep: Class 19 contains 50776 members
Mstep: Class 20 contains 84590 members
Mstep: Class 21 contains 37134 members
Mstep: Class 22 contains 408 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42026644.000000 Penalty: 47846.500000
Iteration 49Q: 23 clusters Score -4.202664e+07 nChanged 8096
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 17160 members
Mstep: Class 2 contains 1814 members
Mstep: Class 3 contains 10466 members
Mstep: Class 4 contains 11211 members
Mstep: Class 5 contains 13492 members
Mstep: Class 6 contains 6772 members
Mstep: Class 7 contains 40649 members
Mstep: Class 8 contains 4778 members
Mstep: Class 9 contains 29522 members
Mstep: Class 10 contains 18166 members
Mstep: Class 11 contains 59665 members
Mstep: Class 12 contains 10098 members
Mstep: Class 13 contains 1388 members
Mstep: Class 14 contains 237962 members
Mstep: Class 15 contains 1861 members
Mstep: Class 16 contains 4824 members
Mstep: Class 17 contains 4613 members
Mstep: Class 18 contains 2957 members
Mstep: Class 19 contains 48687 members
Mstep: Class 20 contains 84519 members
Mstep: Class 21 contains 38255 members
Mstep: Class 22 contains 406 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42030044.000000 Penalty: 47846.500000
Iteration 50Q: 23 clusters Score -4.203004e+07 nChanged 7375
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 17501 members
Mstep: Class 2 contains 1749 members
Mstep: Class 3 contains 10111 members
Mstep: Class 4 contains 10915 members
Mstep: Class 5 contains 13507 members
Mstep: Class 6 contains 6709 members
Mstep: Class 7 contains 40113 members
Mstep: Class 8 contains 4738 members
Mstep: Class 9 contains 29521 members
Mstep: Class 10 contains 18269 members
Mstep: Class 11 contains 59810 members
Mstep: Class 12 contains 10037 members
Mstep: Class 13 contains 1379 members
Mstep: Class 14 contains 239518 members
Mstep: Class 15 contains 1929 members
Mstep: Class 16 contains 4822 members
Mstep: Class 17 contains 4712 members
Mstep: Class 18 contains 3028 members
Mstep: Class 19 contains 46811 members
Mstep: Class 20 contains 84344 members
Mstep: Class 21 contains 39336 members
Mstep: Class 22 contains 406 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42034280.000000 Penalty: 47846.500000
Iteration 51Q: 23 clusters Score -4.203428e+07 nChanged 6907
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 17793 members
Mstep: Class 2 contains 1694 members
Mstep: Class 3 contains 9777 members
Mstep: Class 4 contains 11608 members
Mstep: Class 5 contains 13531 members
Mstep: Class 6 contains 6672 members
Mstep: Class 7 contains 39599 members
Mstep: Class 8 contains 4686 members
Mstep: Class 9 contains 29523 members
Mstep: Class 10 contains 18369 members
Mstep: Class 11 contains 60034 members
Mstep: Class 12 contains 9989 members
Mstep: Class 13 contains 1377 members
Mstep: Class 14 contains 240443 members
Mstep: Class 15 contains 1981 members
Mstep: Class 16 contains 4811 members
Mstep: Class 17 contains 4808 members
Mstep: Class 18 contains 3081 members
Mstep: Class 19 contains 44977 members
Mstep: Class 20 contains 83776 members
Mstep: Class 21 contains 40327 members
Mstep: Class 22 contains 409 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42036004.000000 Penalty: 47846.500000
Iteration 52Q: 23 clusters Score -4.2036e+07 nChanged 6119
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 18072 members
Mstep: Class 2 contains 1634 members
Mstep: Class 3 contains 9458 members
Mstep: Class 4 contains 12365 members
Mstep: Class 5 contains 13555 members
Mstep: Class 6 contains 6627 members
Mstep: Class 7 contains 39126 members
Mstep: Class 8 contains 4637 members
Mstep: Class 9 contains 29473 members
Mstep: Class 10 contains 18455 members
Mstep: Class 11 contains 60267 members
Mstep: Class 12 contains 9943 members
Mstep: Class 13 contains 1381 members
Mstep: Class 14 contains 241201 members
Mstep: Class 15 contains 2056 members
Mstep: Class 16 contains 4811 members
Mstep: Class 17 contains 4906 members
Mstep: Class 18 contains 3098 members
Mstep: Class 19 contains 43352 members
Mstep: Class 20 contains 83150 members
Mstep: Class 21 contains 41287 members
Mstep: Class 22 contains 411 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42037056.000000 Penalty: 47846.500000
Iteration 53Q: 23 clusters Score -4.203706e+07 nChanged 5538
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 18320 members
Mstep: Class 2 contains 1589 members
Mstep: Class 3 contains 9198 members
Mstep: Class 4 contains 13082 members
Mstep: Class 5 contains 13582 members
Mstep: Class 6 contains 6571 members
Mstep: Class 7 contains 38642 members
Mstep: Class 8 contains 4586 members
Mstep: Class 9 contains 29389 members
Mstep: Class 10 contains 18534 members
Mstep: Class 11 contains 60544 members
Mstep: Class 12 contains 9916 members
Mstep: Class 13 contains 1389 members
Mstep: Class 14 contains 241996 members
Mstep: Class 15 contains 2096 members
Mstep: Class 16 contains 4812 members
Mstep: Class 17 contains 4996 members
Mstep: Class 18 contains 3119 members
Mstep: Class 19 contains 41823 members
Mstep: Class 20 contains 82532 members
Mstep: Class 21 contains 42137 members
Mstep: Class 22 contains 412 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42038012.000000 Penalty: 47846.500000
Iteration 54Q: 23 clusters Score -4.203801e+07 nChanged 5112
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 18565 members
Mstep: Class 2 contains 1554 members
Mstep: Class 3 contains 8936 members
Mstep: Class 4 contains 13776 members
Mstep: Class 5 contains 13603 members
Mstep: Class 6 contains 6530 members
Mstep: Class 7 contains 38190 members
Mstep: Class 8 contains 4552 members
Mstep: Class 9 contains 29240 members
Mstep: Class 10 contains 18581 members
Mstep: Class 11 contains 60798 members
Mstep: Class 12 contains 9907 members
Mstep: Class 13 contains 1392 members
Mstep: Class 14 contains 242772 members
Mstep: Class 15 contains 2102 members
Mstep: Class 16 contains 4813 members
Mstep: Class 17 contains 5094 members
Mstep: Class 18 contains 3152 members
Mstep: Class 19 contains 40411 members
Mstep: Class 20 contains 81970 members
Mstep: Class 21 contains 42915 members
Mstep: Class 22 contains 412 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42038948.000000 Penalty: 47846.500000
Iteration 55Q: 23 clusters Score -4.203895e+07 nChanged 4871
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 18795 members
Mstep: Class 2 contains 1527 members
Mstep: Class 3 contains 8664 members
Mstep: Class 4 contains 14457 members
Mstep: Class 5 contains 13608 members
Mstep: Class 6 contains 6502 members
Mstep: Class 7 contains 37756 members
Mstep: Class 8 contains 4518 members
Mstep: Class 9 contains 29109 members
Mstep: Class 10 contains 18600 members
Mstep: Class 11 contains 61124 members
Mstep: Class 12 contains 9910 members
Mstep: Class 13 contains 1387 members
Mstep: Class 14 contains 243484 members
Mstep: Class 15 contains 2127 members
Mstep: Class 16 contains 4821 members
Mstep: Class 17 contains 5172 members
Mstep: Class 18 contains 3175 members
Mstep: Class 19 contains 39063 members
Mstep: Class 20 contains 81372 members
Mstep: Class 21 contains 43681 members
Mstep: Class 22 contains 413 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42039600.000000 Penalty: 47846.500000
Iteration 56Q: 23 clusters Score -4.20396e+07 nChanged 4637
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 18999 members
Mstep: Class 2 contains 1495 members
Mstep: Class 3 contains 8410 members
Mstep: Class 4 contains 15162 members
Mstep: Class 5 contains 13599 members
Mstep: Class 6 contains 6472 members
Mstep: Class 7 contains 37349 members
Mstep: Class 8 contains 4479 members
Mstep: Class 9 contains 28934 members
Mstep: Class 10 contains 18619 members
Mstep: Class 11 contains 61402 members
Mstep: Class 12 contains 9923 members
Mstep: Class 13 contains 1391 members
Mstep: Class 14 contains 244279 members
Mstep: Class 15 contains 2141 members
Mstep: Class 16 contains 4828 members
Mstep: Class 17 contains 5248 members
Mstep: Class 18 contains 3202 members
Mstep: Class 19 contains 37719 members
Mstep: Class 20 contains 80845 members
Mstep: Class 21 contains 44356 members
Mstep: Class 22 contains 413 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42040204.000000 Penalty: 47846.500000
Iteration 57Q: 23 clusters Score -4.20402e+07 nChanged 4440
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 19198 members
Mstep: Class 2 contains 1467 members
Mstep: Class 3 contains 8173 members
Mstep: Class 4 contains 15865 members
Mstep: Class 5 contains 13586 members
Mstep: Class 6 contains 6450 members
Mstep: Class 7 contains 36973 members
Mstep: Class 8 contains 4431 members
Mstep: Class 9 contains 28771 members
Mstep: Class 10 contains 18626 members
Mstep: Class 11 contains 61711 members
Mstep: Class 12 contains 9943 members
Mstep: Class 13 contains 1388 members
Mstep: Class 14 contains 244985 members
Mstep: Class 15 contains 2159 members
Mstep: Class 16 contains 4840 members
Mstep: Class 17 contains 5321 members
Mstep: Class 18 contains 3224 members
Mstep: Class 19 contains 36442 members
Mstep: Class 20 contains 80307 members
Mstep: Class 21 contains 44991 members
Mstep: Class 22 contains 414 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42040668.000000 Penalty: 47846.500000
Iteration 58Q: 23 clusters Score -4.204067e+07 nChanged 4305
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 19370 members
Mstep: Class 2 contains 1450 members
Mstep: Class 3 contains 7949 members
Mstep: Class 4 contains 16615 members
Mstep: Class 5 contains 13583 members
Mstep: Class 6 contains 6430 members
Mstep: Class 7 contains 36597 members
Mstep: Class 8 contains 4375 members
Mstep: Class 9 contains 28615 members
Mstep: Class 10 contains 18640 members
Mstep: Class 11 contains 62030 members
Mstep: Class 12 contains 9972 members
Mstep: Class 13 contains 1388 members
Mstep: Class 14 contains 245628 members
Mstep: Class 15 contains 2160 members
Mstep: Class 16 contains 4843 members
Mstep: Class 17 contains 5374 members
Mstep: Class 18 contains 3230 members
Mstep: Class 19 contains 35168 members
Mstep: Class 20 contains 79816 members
Mstep: Class 21 contains 45617 members
Mstep: Class 22 contains 415 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42041356.000000 Penalty: 47846.500000
Iteration 59Q: 23 clusters Score -4.204136e+07 nChanged 4134
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 19501 members
Mstep: Class 2 contains 1434 members
Mstep: Class 3 contains 7701 members
Mstep: Class 4 contains 17413 members
Mstep: Class 5 contains 13579 members
Mstep: Class 6 contains 6414 members
Mstep: Class 7 contains 36245 members
Mstep: Class 8 contains 4313 members
Mstep: Class 9 contains 28493 members
Mstep: Class 10 contains 18663 members
Mstep: Class 11 contains 62330 members
Mstep: Class 12 contains 10025 members
Mstep: Class 13 contains 1396 members
Mstep: Class 14 contains 246179 members
Mstep: Class 15 contains 2164 members
Mstep: Class 16 contains 4847 members
Mstep: Class 17 contains 5427 members
Mstep: Class 18 contains 3245 members
Mstep: Class 19 contains 33899 members
Mstep: Class 20 contains 79356 members
Mstep: Class 21 contains 46225 members
Mstep: Class 22 contains 416 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42042284.000000 Penalty: 47846.500000
Iteration 60F: 23 clusters Score -4.204228e+07 nChanged 4117
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 19627 members
Mstep: Class 2 contains 1412 members
Mstep: Class 3 contains 7459 members
Mstep: Class 4 contains 18254 members
Mstep: Class 5 contains 13573 members
Mstep: Class 6 contains 6415 members
Mstep: Class 7 contains 35937 members
Mstep: Class 8 contains 4280 members
Mstep: Class 9 contains 28338 members
Mstep: Class 10 contains 18672 members
Mstep: Class 11 contains 62604 members
Mstep: Class 12 contains 10063 members
Mstep: Class 13 contains 1394 members
Mstep: Class 14 contains 246623 members
Mstep: Class 15 contains 2176 members
Mstep: Class 16 contains 4849 members
Mstep: Class 17 contains 5477 members
Mstep: Class 18 contains 3355 members
Mstep: Class 19 contains 32638 members
Mstep: Class 20 contains 78867 members
Mstep: Class 21 contains 46837 members
Mstep: Class 22 contains 416 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42043008.000000 Penalty: 47846.500000
Iteration 61Q: 23 clusters Score -4.204301e+07 nChanged 4055
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19735 members
Mstep: Class 2 contains 1385 members
Mstep: Class 3 contains 7230 members
Mstep: Class 4 contains 19160 members
Mstep: Class 5 contains 13563 members
Mstep: Class 6 contains 6430 members
Mstep: Class 7 contains 35657 members
Mstep: Class 8 contains 4239 members
Mstep: Class 9 contains 28168 members
Mstep: Class 10 contains 18686 members
Mstep: Class 11 contains 62846 members
Mstep: Class 12 contains 10105 members
Mstep: Class 13 contains 1403 members
Mstep: Class 14 contains 246929 members
Mstep: Class 15 contains 2190 members
Mstep: Class 16 contains 4852 members
Mstep: Class 17 contains 5515 members
Mstep: Class 18 contains 3434 members
Mstep: Class 19 contains 31413 members
Mstep: Class 20 contains 78444 members
Mstep: Class 21 contains 47465 members
Mstep: Class 22 contains 418 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42044064.000000 Penalty: 47846.500000
Iteration 62Q: 23 clusters Score -4.204406e+07 nChanged 3939
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19821 members
Mstep: Class 2 contains 1385 members
Mstep: Class 3 contains 7022 members
Mstep: Class 4 contains 20097 members
Mstep: Class 5 contains 13547 members
Mstep: Class 6 contains 6443 members
Mstep: Class 7 contains 35374 members
Mstep: Class 8 contains 4214 members
Mstep: Class 9 contains 27978 members
Mstep: Class 10 contains 18698 members
Mstep: Class 11 contains 63090 members
Mstep: Class 12 contains 10153 members
Mstep: Class 13 contains 1412 members
Mstep: Class 14 contains 247214 members
Mstep: Class 15 contains 2191 members
Mstep: Class 16 contains 4855 members
Mstep: Class 17 contains 5559 members
Mstep: Class 18 contains 3501 members
Mstep: Class 19 contains 30187 members
Mstep: Class 20 contains 78064 members
Mstep: Class 21 contains 48043 members
Mstep: Class 22 contains 419 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42045136.000000 Penalty: 47846.500000
Iteration 63Q: 23 clusters Score -4.204514e+07 nChanged 3943
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19909 members
Mstep: Class 2 contains 1484 members
Mstep: Class 3 contains 6840 members
Mstep: Class 4 contains 21062 members
Mstep: Class 5 contains 13539 members
Mstep: Class 6 contains 6456 members
Mstep: Class 7 contains 35113 members
Mstep: Class 8 contains 4183 members
Mstep: Class 9 contains 27770 members
Mstep: Class 10 contains 18711 members
Mstep: Class 11 contains 63300 members
Mstep: Class 12 contains 10182 members
Mstep: Class 13 contains 1426 members
Mstep: Class 14 contains 247314 members
Mstep: Class 15 contains 2189 members
Mstep: Class 16 contains 4862 members
Mstep: Class 17 contains 5605 members
Mstep: Class 18 contains 3555 members
Mstep: Class 19 contains 29021 members
Mstep: Class 20 contains 77708 members
Mstep: Class 21 contains 48619 members
Mstep: Class 22 contains 419 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42046276.000000 Penalty: 47846.500000
Iteration 64Q: 23 clusters Score -4.204628e+07 nChanged 3928
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19985 members
Mstep: Class 2 contains 1559 members
Mstep: Class 3 contains 6663 members
Mstep: Class 4 contains 22072 members
Mstep: Class 5 contains 13528 members
Mstep: Class 6 contains 6470 members
Mstep: Class 7 contains 34865 members
Mstep: Class 8 contains 4152 members
Mstep: Class 9 contains 27590 members
Mstep: Class 10 contains 18718 members
Mstep: Class 11 contains 63481 members
Mstep: Class 12 contains 10234 members
Mstep: Class 13 contains 1442 members
Mstep: Class 14 contains 247392 members
Mstep: Class 15 contains 2174 members
Mstep: Class 16 contains 4869 members
Mstep: Class 17 contains 5646 members
Mstep: Class 18 contains 3600 members
Mstep: Class 19 contains 27879 members
Mstep: Class 20 contains 77400 members
Mstep: Class 21 contains 49127 members
Mstep: Class 22 contains 421 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42047684.000000 Penalty: 47846.500000
Iteration 65Q: 23 clusters Score -4.204768e+07 nChanged 3727
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 20038 members
Mstep: Class 2 contains 1619 members
Mstep: Class 3 contains 6495 members
Mstep: Class 4 contains 23021 members
Mstep: Class 5 contains 13511 members
Mstep: Class 6 contains 6485 members
Mstep: Class 7 contains 34650 members
Mstep: Class 8 contains 4135 members
Mstep: Class 9 contains 27449 members
Mstep: Class 10 contains 18725 members
Mstep: Class 11 contains 63686 members
Mstep: Class 12 contains 10285 members
Mstep: Class 13 contains 1446 members
Mstep: Class 14 contains 247418 members
Mstep: Class 15 contains 2163 members
Mstep: Class 16 contains 4878 members
Mstep: Class 17 contains 5688 members
Mstep: Class 18 contains 3635 members
Mstep: Class 19 contains 26890 members
Mstep: Class 20 contains 77101 members
Mstep: Class 21 contains 49525 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42048964.000000 Penalty: 47846.500000
Iteration 66Q: 23 clusters Score -4.204896e+07 nChanged 3527
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 20074 members
Mstep: Class 2 contains 1687 members
Mstep: Class 3 contains 6352 members
Mstep: Class 4 contains 23901 members
Mstep: Class 5 contains 13500 members
Mstep: Class 6 contains 6496 members
Mstep: Class 7 contains 34443 members
Mstep: Class 8 contains 4117 members
Mstep: Class 9 contains 27303 members
Mstep: Class 10 contains 18733 members
Mstep: Class 11 contains 63883 members
Mstep: Class 12 contains 10330 members
Mstep: Class 13 contains 1452 members
Mstep: Class 14 contains 247398 members
Mstep: Class 15 contains 2161 members
Mstep: Class 16 contains 4890 members
Mstep: Class 17 contains 5735 members
Mstep: Class 18 contains 3653 members
Mstep: Class 19 contains 26024 members
Mstep: Class 20 contains 76829 members
Mstep: Class 21 contains 49881 members
Mstep: Class 22 contains 425 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42050212.000000 Penalty: 47846.500000
Iteration 67Q: 23 clusters Score -4.205021e+07 nChanged 3353
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20101 members
Mstep: Class 2 contains 1767 members
Mstep: Class 3 contains 6201 members
Mstep: Class 4 contains 24655 members
Mstep: Class 5 contains 13490 members
Mstep: Class 6 contains 6525 members
Mstep: Class 7 contains 34257 members
Mstep: Class 8 contains 4108 members
Mstep: Class 9 contains 27186 members
Mstep: Class 10 contains 18737 members
Mstep: Class 11 contains 64095 members
Mstep: Class 12 contains 10376 members
Mstep: Class 13 contains 1455 members
Mstep: Class 14 contains 247246 members
Mstep: Class 15 contains 2155 members
Mstep: Class 16 contains 4896 members
Mstep: Class 17 contains 5754 members
Mstep: Class 18 contains 3676 members
Mstep: Class 19 contains 25370 members
Mstep: Class 20 contains 76555 members
Mstep: Class 21 contains 50237 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42051264.000000 Penalty: 47846.500000
Iteration 68Q: 23 clusters Score -4.205126e+07 nChanged 3079
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20119 members
Mstep: Class 2 contains 1818 members
Mstep: Class 3 contains 6050 members
Mstep: Class 4 contains 25265 members
Mstep: Class 5 contains 13471 members
Mstep: Class 6 contains 6550 members
Mstep: Class 7 contains 34068 members
Mstep: Class 8 contains 4096 members
Mstep: Class 9 contains 27080 members
Mstep: Class 10 contains 18743 members
Mstep: Class 11 contains 64294 members
Mstep: Class 12 contains 10424 members
Mstep: Class 13 contains 1462 members
Mstep: Class 14 contains 247102 members
Mstep: Class 15 contains 2150 members
Mstep: Class 16 contains 4898 members
Mstep: Class 17 contains 5782 members
Mstep: Class 18 contains 3691 members
Mstep: Class 19 contains 24891 members
Mstep: Class 20 contains 76309 members
Mstep: Class 21 contains 50579 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42051752.000000 Penalty: 47846.500000
Iteration 69Q: 23 clusters Score -4.205175e+07 nChanged 2768
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20146 members
Mstep: Class 2 contains 1860 members
Mstep: Class 3 contains 5898 members
Mstep: Class 4 contains 25746 members
Mstep: Class 5 contains 13473 members
Mstep: Class 6 contains 6580 members
Mstep: Class 7 contains 33891 members
Mstep: Class 8 contains 4095 members
Mstep: Class 9 contains 26958 members
Mstep: Class 10 contains 18750 members
Mstep: Class 11 contains 64486 members
Mstep: Class 12 contains 10465 members
Mstep: Class 13 contains 1472 members
Mstep: Class 14 contains 246957 members
Mstep: Class 15 contains 2142 members
Mstep: Class 16 contains 4898 members
Mstep: Class 17 contains 5809 members
Mstep: Class 18 contains 3700 members
Mstep: Class 19 contains 24552 members
Mstep: Class 20 contains 76066 members
Mstep: Class 21 contains 50898 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052200.000000 Penalty: 47846.500000
Iteration 70Q: 23 clusters Score -4.20522e+07 nChanged 2301
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20180 members
Mstep: Class 2 contains 1912 members
Mstep: Class 3 contains 5762 members
Mstep: Class 4 contains 26126 members
Mstep: Class 5 contains 13474 members
Mstep: Class 6 contains 6594 members
Mstep: Class 7 contains 33732 members
Mstep: Class 8 contains 4082 members
Mstep: Class 9 contains 26854 members
Mstep: Class 10 contains 18763 members
Mstep: Class 11 contains 64631 members
Mstep: Class 12 contains 10522 members
Mstep: Class 13 contains 1474 members
Mstep: Class 14 contains 246812 members
Mstep: Class 15 contains 2135 members
Mstep: Class 16 contains 4899 members
Mstep: Class 17 contains 5839 members
Mstep: Class 18 contains 3708 members
Mstep: Class 19 contains 24319 members
Mstep: Class 20 contains 75856 members
Mstep: Class 21 contains 51168 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052408.000000 Penalty: 47846.500000
Iteration 71Q: 23 clusters Score -4.205241e+07 nChanged 1931
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20208 members
Mstep: Class 2 contains 1948 members
Mstep: Class 3 contains 5643 members
Mstep: Class 4 contains 26409 members
Mstep: Class 5 contains 13488 members
Mstep: Class 6 contains 6612 members
Mstep: Class 7 contains 33587 members
Mstep: Class 8 contains 4073 members
Mstep: Class 9 contains 26764 members
Mstep: Class 10 contains 18772 members
Mstep: Class 11 contains 64784 members
Mstep: Class 12 contains 10565 members
Mstep: Class 13 contains 1478 members
Mstep: Class 14 contains 246657 members
Mstep: Class 15 contains 2133 members
Mstep: Class 16 contains 4897 members
Mstep: Class 17 contains 5868 members
Mstep: Class 18 contains 3712 members
Mstep: Class 19 contains 24166 members
Mstep: Class 20 contains 75648 members
Mstep: Class 21 contains 51430 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052484.000000 Penalty: 47846.500000
Iteration 72Q: 23 clusters Score -4.205248e+07 nChanged 1598
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20244 members
Mstep: Class 2 contains 1987 members
Mstep: Class 3 contains 5535 members
Mstep: Class 4 contains 26652 members
Mstep: Class 5 contains 13488 members
Mstep: Class 6 contains 6617 members
Mstep: Class 7 contains 33473 members
Mstep: Class 8 contains 4071 members
Mstep: Class 9 contains 26687 members
Mstep: Class 10 contains 18787 members
Mstep: Class 11 contains 64913 members
Mstep: Class 12 contains 10617 members
Mstep: Class 13 contains 1485 members
Mstep: Class 14 contains 246469 members
Mstep: Class 15 contains 2129 members
Mstep: Class 16 contains 4896 members
Mstep: Class 17 contains 5894 members
Mstep: Class 18 contains 3713 members
Mstep: Class 19 contains 24094 members
Mstep: Class 20 contains 75455 members
Mstep: Class 21 contains 51636 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052512.000000 Penalty: 47846.500000
Iteration 73Q: 23 clusters Score -4.205251e+07 nChanged 1389
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20272 members
Mstep: Class 2 contains 2019 members
Mstep: Class 3 contains 5430 members
Mstep: Class 4 contains 26876 members
Mstep: Class 5 contains 13489 members
Mstep: Class 6 contains 6628 members
Mstep: Class 7 contains 33371 members
Mstep: Class 8 contains 4064 members
Mstep: Class 9 contains 26594 members
Mstep: Class 10 contains 18794 members
Mstep: Class 11 contains 65057 members
Mstep: Class 12 contains 10648 members
Mstep: Class 13 contains 1491 members
Mstep: Class 14 contains 246300 members
Mstep: Class 15 contains 2123 members
Mstep: Class 16 contains 4895 members
Mstep: Class 17 contains 5914 members
Mstep: Class 18 contains 3720 members
Mstep: Class 19 contains 24070 members
Mstep: Class 20 contains 75266 members
Mstep: Class 21 contains 51821 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052752.000000 Penalty: 47846.500000
Iteration 74Q: 23 clusters Score -4.205275e+07 nChanged 1225
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20302 members
Mstep: Class 2 contains 2049 members
Mstep: Class 3 contains 5338 members
Mstep: Class 4 contains 27057 members
Mstep: Class 5 contains 13472 members
Mstep: Class 6 contains 6639 members
Mstep: Class 7 contains 33287 members
Mstep: Class 8 contains 4059 members
Mstep: Class 9 contains 26508 members
Mstep: Class 10 contains 18793 members
Mstep: Class 11 contains 65198 members
Mstep: Class 12 contains 10692 members
Mstep: Class 13 contains 1496 members
Mstep: Class 14 contains 246201 members
Mstep: Class 15 contains 2115 members
Mstep: Class 16 contains 4896 members
Mstep: Class 17 contains 5927 members
Mstep: Class 18 contains 3726 members
Mstep: Class 19 contains 24033 members
Mstep: Class 20 contains 75087 members
Mstep: Class 21 contains 51967 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052840.000000 Penalty: 47846.500000
Iteration 75Q: 23 clusters Score -4.205284e+07 nChanged 1091
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20331 members
Mstep: Class 2 contains 2079 members
Mstep: Class 3 contains 5262 members
Mstep: Class 4 contains 27206 members
Mstep: Class 5 contains 13461 members
Mstep: Class 6 contains 6651 members
Mstep: Class 7 contains 33222 members
Mstep: Class 8 contains 4046 members
Mstep: Class 9 contains 26427 members
Mstep: Class 10 contains 18794 members
Mstep: Class 11 contains 65337 members
Mstep: Class 12 contains 10730 members
Mstep: Class 13 contains 1502 members
Mstep: Class 14 contains 246121 members
Mstep: Class 15 contains 2108 members
Mstep: Class 16 contains 4898 members
Mstep: Class 17 contains 5942 members
Mstep: Class 18 contains 3728 members
Mstep: Class 19 contains 24004 members
Mstep: Class 20 contains 74908 members
Mstep: Class 21 contains 52085 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052908.000000 Penalty: 47846.500000
Iteration 76Q: 23 clusters Score -4.205291e+07 nChanged 994
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20348 members
Mstep: Class 2 contains 2119 members
Mstep: Class 3 contains 5169 members
Mstep: Class 4 contains 27338 members
Mstep: Class 5 contains 13451 members
Mstep: Class 6 contains 6649 members
Mstep: Class 7 contains 33161 members
Mstep: Class 8 contains 4037 members
Mstep: Class 9 contains 26353 members
Mstep: Class 10 contains 18799 members
Mstep: Class 11 contains 65466 members
Mstep: Class 12 contains 10765 members
Mstep: Class 13 contains 1512 members
Mstep: Class 14 contains 246025 members
Mstep: Class 15 contains 2102 members
Mstep: Class 16 contains 4899 members
Mstep: Class 17 contains 5971 members
Mstep: Class 18 contains 3730 members
Mstep: Class 19 contains 23975 members
Mstep: Class 20 contains 74750 members
Mstep: Class 21 contains 52223 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052868.000000 Penalty: 47846.500000
Iteration 77Q: 23 clusters Score -4.205287e+07 nChanged 923
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20360 members
Mstep: Class 2 contains 2131 members
Mstep: Class 3 contains 5077 members
Mstep: Class 4 contains 27452 members
Mstep: Class 5 contains 13436 members
Mstep: Class 6 contains 6659 members
Mstep: Class 7 contains 33099 members
Mstep: Class 8 contains 4028 members
Mstep: Class 9 contains 26298 members
Mstep: Class 10 contains 18810 members
Mstep: Class 11 contains 65612 members
Mstep: Class 12 contains 10793 members
Mstep: Class 13 contains 1522 members
Mstep: Class 14 contains 245960 members
Mstep: Class 15 contains 2097 members
Mstep: Class 16 contains 4902 members
Mstep: Class 17 contains 5987 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23949 members
Mstep: Class 20 contains 74576 members
Mstep: Class 21 contains 52362 members
Mstep: Class 22 contains 424 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42052900.000000 Penalty: 47846.500000
Iteration 78Q: 23 clusters Score -4.20529e+07 nChanged 865
Entering ConstructFrom:
Score: -42052900.000000 Penalty: 47846.500000
Entering ConstructFrom:
Trying to split cluster 1 (20374 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20374 members
Entering Unmasked Estep
Score: -1421253.625000 Penalty: 1612.327515
Iteration 0F: 2 clusters Score -1421254 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10269 members
Mstep: Class 2 contains 10105 members
Entering Unmasked Estep
Score: -1407481.375000 Penalty: 3224.655029
Iteration 0F: 3 clusters Score -1407481 nChanged 9137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10886 members
Mstep: Class 2 contains 9488 members
Entering Unmasked Estep
Score: -1412409.375000 Penalty: 3224.655029
Iteration 1F: 3 clusters Score -1412409 nChanged 1063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11255 members
Mstep: Class 2 contains 9119 members
Entering Unmasked Estep
Score: -1412796.000000 Penalty: 3224.655029
Iteration 2F: 3 clusters Score -1412796 nChanged 970
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11745 members
Mstep: Class 2 contains 8629 members
Entering Unmasked Estep
Score: -1413163.625000 Penalty: 3224.655029
Iteration 3Q: 3 clusters Score -1413164 nChanged 942
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12387 members
Mstep: Class 2 contains 7987 members
Entering Unmasked Estep
Score: -1413573.875000 Penalty: 3224.655029
Iteration 4Q: 3 clusters Score -1413574 nChanged 1022
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13265 members
Mstep: Class 2 contains 7109 members
Entering Unmasked Estep
Score: -1414115.875000 Penalty: 3224.655029
Iteration 5F: 3 clusters Score -1414116 nChanged 1138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14335 members
Mstep: Class 2 contains 6039 members
Entering Unmasked Estep
Score: -1414857.000000 Penalty: 3224.655029
Iteration 6F: 3 clusters Score -1414857 nChanged 1321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15626 members
Mstep: Class 2 contains 4748 members
Entering Unmasked Estep
Score: -1415871.125000 Penalty: 3224.655029
Iteration 7F: 3 clusters Score -1415871 nChanged 1287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16897 members
Mstep: Class 2 contains 3477 members
Entering Unmasked Estep
Score: -1416954.875000 Penalty: 3224.655029
Iteration 8F: 3 clusters Score -1416955 nChanged 1134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18023 members
Mstep: Class 2 contains 2351 members
Entering Unmasked Estep
Score: -1417973.375000 Penalty: 3224.655029
Iteration 9F: 3 clusters Score -1417973 nChanged 868
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18879 members
Mstep: Class 2 contains 1495 members
Entering Unmasked Estep
Score: -1418741.375000 Penalty: 3224.655029
Iteration 10Q: 3 clusters Score -1418741 nChanged 537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19404 members
Mstep: Class 2 contains 970 members
Entering Unmasked Estep
Score: -1419193.125000 Penalty: 3224.655029
Iteration 11Q: 3 clusters Score -1419193 nChanged 301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19695 members
Mstep: Class 2 contains 679 members
Entering Unmasked Estep
Score: -1419479.750000 Penalty: 3224.655029
Iteration 12Q: 3 clusters Score -1419480 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19852 members
Mstep: Class 2 contains 522 members
Entering Unmasked Estep
Score: -1419625.875000 Penalty: 3224.655029
Iteration 13Q: 3 clusters Score -1419626 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19949 members
Mstep: Class 2 contains 425 members
Entering Unmasked Estep
Score: -1419719.000000 Penalty: 3224.655029
Iteration 14Q: 3 clusters Score -1419719 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19996 members
Mstep: Class 2 contains 378 members
Entering Unmasked Estep
Score: -1419767.375000 Penalty: 3224.655029
Iteration 15Q: 3 clusters Score -1419767 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20026 members
Mstep: Class 2 contains 348 members
Entering Unmasked Estep
Score: -1419805.125000 Penalty: 3224.655029
Iteration 16Q: 3 clusters Score -1419805 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20048 members
Mstep: Class 2 contains 326 members
Entering Unmasked Estep
Score: -1419832.375000 Penalty: 3224.655029
Iteration 17Q: 3 clusters Score -1419832 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20063 members
Mstep: Class 2 contains 311 members
Entering Unmasked Estep
Score: -1419849.500000 Penalty: 3224.655029
Iteration 18Q: 3 clusters Score -1419850 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20075 members
Mstep: Class 2 contains 299 members
Entering Unmasked Estep
Score: -1419865.750000 Penalty: 3224.655029
Iteration 19Q: 3 clusters Score -1419866 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20088 members
Mstep: Class 2 contains 286 members
Entering Unmasked Estep
Score: -1419876.875000 Penalty: 3224.655029
Iteration 20F: 3 clusters Score -1419877 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20099 members
Mstep: Class 2 contains 275 members
Entering Unmasked Estep
Score: -1419892.000000 Penalty: 3224.655029
Iteration 21Q: 3 clusters Score -1419892 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20106 members
Mstep: Class 2 contains 268 members
Entering Unmasked Estep
Score: -1419900.625000 Penalty: 3224.655029
Iteration 22Q: 3 clusters Score -1419901 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20110 members
Mstep: Class 2 contains 264 members
Entering Unmasked Estep
Score: -1419904.375000 Penalty: 3224.655029
Iteration 23Q: 3 clusters Score -1419904 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20109 members
Mstep: Class 2 contains 265 members
Entering Unmasked Estep
Score: -1419905.250000 Penalty: 3224.655029
Iteration 24Q: 3 clusters Score -1419905 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20108 members
Mstep: Class 2 contains 266 members
Entering Unmasked Estep
Score: -1419908.750000 Penalty: 3224.655029
Iteration 25Q: 3 clusters Score -1419909 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20106 members
Mstep: Class 2 contains 268 members
Entering Unmasked Estep
Score: -1419912.000000 Penalty: 3224.655029
Iteration 26Q: 3 clusters Score -1419912 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20104 members
Mstep: Class 2 contains 270 members
Entering Unmasked Estep
Score: -1419913.500000 Penalty: 3224.655029
Iteration 27Q: 3 clusters Score -1419914 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20106 members
Mstep: Class 2 contains 268 members
Entering Unmasked Estep
Score: -1419916.875000 Penalty: 3224.655029
Iteration 28Q: 3 clusters Score -1419917 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20108 members
Mstep: Class 2 contains 266 members
Entering Unmasked Estep
Score: -1419916.375000 Penalty: 3224.655029
Iteration 29Q: 3 clusters Score -1419916 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20108 members
Mstep: Class 2 contains 266 members
Entering Unmasked Estep
Score: -1419919.125000 Penalty: 3224.655029
Iteration 30Q: 3 clusters Score -1419919 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20108 members
Mstep: Class 2 contains 266 members
Entering Unmasked Estep
Score: -1419919.125000 Penalty: 3224.655029
Iteration 31F: 3 clusters Score -1419919 nChanged 0
Entering ConstructFrom:
Trying to split cluster 2 (2144 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2144 members
Entering Unmasked Estep
Score: -157553.640625 Penalty: 1246.444702
Iteration 0F: 2 clusters Score -157553.6 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1057 members
Mstep: Class 2 contains 1087 members
Entering Unmasked Estep
Score: -155336.125000 Penalty: 2492.889404
Iteration 0F: 3 clusters Score -155336.1 nChanged 757
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1008 members
Mstep: Class 2 contains 1136 members
Entering Unmasked Estep
Score: -155809.640625 Penalty: 2492.889404
Iteration 1F: 3 clusters Score -155809.6 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 980 members
Mstep: Class 2 contains 1164 members
Entering Unmasked Estep
Score: -155909.859375 Penalty: 2492.889404
Iteration 2F: 3 clusters Score -155909.9 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 958 members
Mstep: Class 2 contains 1186 members
Entering Unmasked Estep
Score: -155957.359375 Penalty: 2492.889404
Iteration 3Q: 3 clusters Score -155957.4 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 929 members
Mstep: Class 2 contains 1215 members
Entering Unmasked Estep
Score: -155993.687500 Penalty: 2492.889404
Iteration 4Q: 3 clusters Score -155993.7 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 909 members
Mstep: Class 2 contains 1235 members
Entering Unmasked Estep
Score: -156030.078125 Penalty: 2492.889404
Iteration 5Q: 3 clusters Score -156030.1 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 888 members
Mstep: Class 2 contains 1256 members
Entering Unmasked Estep
Score: -156061.109375 Penalty: 2492.889404
Iteration 6Q: 3 clusters Score -156061.1 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 872 members
Mstep: Class 2 contains 1272 members
Entering Unmasked Estep
Score: -156086.578125 Penalty: 2492.889404
Iteration 7Q: 3 clusters Score -156086.6 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 859 members
Mstep: Class 2 contains 1285 members
Entering Unmasked Estep
Score: -156103.515625 Penalty: 2492.889404
Iteration 8Q: 3 clusters Score -156103.5 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 839 members
Mstep: Class 2 contains 1305 members
Entering Unmasked Estep
Score: -156113.984375 Penalty: 2492.889404
Iteration 9Q: 3 clusters Score -156114 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 824 members
Mstep: Class 2 contains 1320 members
Entering Unmasked Estep
Score: -156126.187500 Penalty: 2492.889404
Iteration 10Q: 3 clusters Score -156126.2 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 817 members
Mstep: Class 2 contains 1327 members
Entering Unmasked Estep
Score: -156133.578125 Penalty: 2492.889404
Iteration 11Q: 3 clusters Score -156133.6 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 813 members
Mstep: Class 2 contains 1331 members
Entering Unmasked Estep
Score: -156139.765625 Penalty: 2492.889404
Iteration 12Q: 3 clusters Score -156139.8 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 805 members
Mstep: Class 2 contains 1339 members
Entering Unmasked Estep
Score: -156143.328125 Penalty: 2492.889404
Iteration 13Q: 3 clusters Score -156143.3 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 796 members
Mstep: Class 2 contains 1348 members
Entering Unmasked Estep
Score: -156149.562500 Penalty: 2492.889404
Iteration 14Q: 3 clusters Score -156149.6 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 789 members
Mstep: Class 2 contains 1355 members
Entering Unmasked Estep
Score: -156157.671875 Penalty: 2492.889404
Iteration 15Q: 3 clusters Score -156157.7 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 782 members
Mstep: Class 2 contains 1362 members
Entering Unmasked Estep
Score: -156163.015625 Penalty: 2492.889404
Iteration 16Q: 3 clusters Score -156163 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 773 members
Mstep: Class 2 contains 1371 members
Entering Unmasked Estep
Score: -156168.921875 Penalty: 2492.889404
Iteration 17Q: 3 clusters Score -156168.9 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 771 members
Mstep: Class 2 contains 1373 members
Entering Unmasked Estep
Score: -156171.734375 Penalty: 2492.889404
Iteration 18Q: 3 clusters Score -156171.7 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 770 members
Mstep: Class 2 contains 1374 members
Entering Unmasked Estep
Score: -156171.843750 Penalty: 2492.889404
Iteration 19Q: 3 clusters Score -156171.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 770 members
Mstep: Class 2 contains 1374 members
Entering Unmasked Estep
Score: -156172.625000 Penalty: 2492.889404
Iteration 20F: 3 clusters Score -156172.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 769 members
Mstep: Class 2 contains 1375 members
Entering Unmasked Estep
Score: -156172.546875 Penalty: 2492.889404
Iteration 21Q: 3 clusters Score -156172.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 768 members
Mstep: Class 2 contains 1376 members
Entering Unmasked Estep
Score: -156172.875000 Penalty: 2492.889404
Iteration 22Q: 3 clusters Score -156172.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 769 members
Mstep: Class 2 contains 1375 members
Entering Unmasked Estep
Score: -156173.953125 Penalty: 2492.889404
Iteration 23Q: 3 clusters Score -156174 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 768 members
Mstep: Class 2 contains 1376 members
Entering Unmasked Estep
Score: -156174.421875 Penalty: 2492.889404
Iteration 24Q: 3 clusters Score -156174.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 766 members
Mstep: Class 2 contains 1378 members
Entering Unmasked Estep
Score: -156175.359375 Penalty: 2492.889404
Iteration 25Q: 3 clusters Score -156175.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 764 members
Mstep: Class 2 contains 1380 members
Entering Unmasked Estep
Score: -156176.312500 Penalty: 2492.889404
Iteration 26Q: 3 clusters Score -156176.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 761 members
Mstep: Class 2 contains 1383 members
Entering Unmasked Estep
Score: -156177.531250 Penalty: 2492.889404
Iteration 27Q: 3 clusters Score -156177.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 759 members
Mstep: Class 2 contains 1385 members
Entering Unmasked Estep
Score: -156178.625000 Penalty: 2492.889404
Iteration 28Q: 3 clusters Score -156178.6 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 757 members
Mstep: Class 2 contains 1387 members
Entering Unmasked Estep
Score: -156180.109375 Penalty: 2492.889404
Iteration 29Q: 3 clusters Score -156180.1 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 757 members
Mstep: Class 2 contains 1387 members
Entering Unmasked Estep
Score: -156180.109375 Penalty: 2492.889404
Iteration 30F: 3 clusters Score -156180.1 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (4996 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4996 members
Entering Unmasked Estep
Score: -323717.468750 Penalty: 1383.913818
Iteration 0F: 2 clusters Score -323717.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2510 members
Mstep: Class 2 contains 2486 members
Entering Unmasked Estep
Score: -319763.656250 Penalty: 2767.827637
Iteration 0F: 3 clusters Score -319763.7 nChanged 2023
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2537 members
Mstep: Class 2 contains 2459 members
Entering Unmasked Estep
Score: -320873.281250 Penalty: 2767.827637
Iteration 1F: 3 clusters Score -320873.3 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2561 members
Mstep: Class 2 contains 2435 members
Entering Unmasked Estep
Score: -321037.312500 Penalty: 2767.827637
Iteration 2F: 3 clusters Score -321037.3 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2608 members
Mstep: Class 2 contains 2388 members
Entering Unmasked Estep
Score: -321144.406250 Penalty: 2767.827637
Iteration 3Q: 3 clusters Score -321144.4 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2651 members
Mstep: Class 2 contains 2345 members
Entering Unmasked Estep
Score: -321233.281250 Penalty: 2767.827637
Iteration 4Q: 3 clusters Score -321233.3 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2703 members
Mstep: Class 2 contains 2293 members
Entering Unmasked Estep
Score: -321296.718750 Penalty: 2767.827637
Iteration 5Q: 3 clusters Score -321296.7 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2751 members
Mstep: Class 2 contains 2245 members
Entering Unmasked Estep
Score: -321358.687500 Penalty: 2767.827637
Iteration 6Q: 3 clusters Score -321358.7 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2798 members
Mstep: Class 2 contains 2198 members
Entering Unmasked Estep
Score: -321418.468750 Penalty: 2767.827637
Iteration 7Q: 3 clusters Score -321418.5 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2846 members
Mstep: Class 2 contains 2150 members
Entering Unmasked Estep
Score: -321472.187500 Penalty: 2767.827637
Iteration 8Q: 3 clusters Score -321472.2 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2904 members
Mstep: Class 2 contains 2092 members
Entering Unmasked Estep
Score: -321521.750000 Penalty: 2767.827637
Iteration 9Q: 3 clusters Score -321521.8 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2957 members
Mstep: Class 2 contains 2039 members
Entering Unmasked Estep
Score: -321571.093750 Penalty: 2767.827637
Iteration 10Q: 3 clusters Score -321571.1 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3024 members
Mstep: Class 2 contains 1972 members
Entering Unmasked Estep
Score: -321623.031250 Penalty: 2767.827637
Iteration 11Q: 3 clusters Score -321623 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3080 members
Mstep: Class 2 contains 1916 members
Entering Unmasked Estep
Score: -321667.906250 Penalty: 2767.827637
Iteration 12Q: 3 clusters Score -321667.9 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3147 members
Mstep: Class 2 contains 1849 members
Entering Unmasked Estep
Score: -321717.593750 Penalty: 2767.827637
Iteration 13Q: 3 clusters Score -321717.6 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3226 members
Mstep: Class 2 contains 1770 members
Entering Unmasked Estep
Score: -321777.656250 Penalty: 2767.827637
Iteration 14Q: 3 clusters Score -321777.7 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3287 members
Mstep: Class 2 contains 1709 members
Entering Unmasked Estep
Score: -321846.312500 Penalty: 2767.827637
Iteration 15Q: 3 clusters Score -321846.3 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3362 members
Mstep: Class 2 contains 1634 members
Entering Unmasked Estep
Score: -321928.000000 Penalty: 2767.827637
Iteration 16Q: 3 clusters Score -321928 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3432 members
Mstep: Class 2 contains 1564 members
Entering Unmasked Estep
Score: -322001.218750 Penalty: 2767.827637
Iteration 17Q: 3 clusters Score -322001.2 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3496 members
Mstep: Class 2 contains 1500 members
Entering Unmasked Estep
Score: -322089.906250 Penalty: 2767.827637
Iteration 18Q: 3 clusters Score -322089.9 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3577 members
Mstep: Class 2 contains 1419 members
Entering Unmasked Estep
Score: -322189.906250 Penalty: 2767.827637
Iteration 19Q: 3 clusters Score -322189.9 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3643 members
Mstep: Class 2 contains 1353 members
Entering Unmasked Estep
Score: -322269.593750 Penalty: 2767.827637
Iteration 20F: 3 clusters Score -322269.6 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3698 members
Mstep: Class 2 contains 1298 members
Entering Unmasked Estep
Score: -322326.062500 Penalty: 2767.827637
Iteration 21Q: 3 clusters Score -322326.1 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3732 members
Mstep: Class 2 contains 1264 members
Entering Unmasked Estep
Score: -322364.156250 Penalty: 2767.827637
Iteration 22Q: 3 clusters Score -322364.2 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3756 members
Mstep: Class 2 contains 1240 members
Entering Unmasked Estep
Score: -322395.031250 Penalty: 2767.827637
Iteration 23Q: 3 clusters Score -322395 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3777 members
Mstep: Class 2 contains 1219 members
Entering Unmasked Estep
Score: -322422.531250 Penalty: 2767.827637
Iteration 24Q: 3 clusters Score -322422.5 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3796 members
Mstep: Class 2 contains 1200 members
Entering Unmasked Estep
Score: -322443.250000 Penalty: 2767.827637
Iteration 25Q: 3 clusters Score -322443.2 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3818 members
Mstep: Class 2 contains 1178 members
Entering Unmasked Estep
Score: -322462.656250 Penalty: 2767.827637
Iteration 26Q: 3 clusters Score -322462.7 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3842 members
Mstep: Class 2 contains 1154 members
Entering Unmasked Estep
Score: -322484.562500 Penalty: 2767.827637
Iteration 27Q: 3 clusters Score -322484.6 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3858 members
Mstep: Class 2 contains 1138 members
Entering Unmasked Estep
Score: -322500.250000 Penalty: 2767.827637
Iteration 28Q: 3 clusters Score -322500.2 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3875 members
Mstep: Class 2 contains 1121 members
Entering Unmasked Estep
Score: -322513.406250 Penalty: 2767.827637
Iteration 29Q: 3 clusters Score -322513.4 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3889 members
Mstep: Class 2 contains 1107 members
Entering Unmasked Estep
Score: -322527.218750 Penalty: 2767.827637
Iteration 30Q: 3 clusters Score -322527.2 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3902 members
Mstep: Class 2 contains 1094 members
Entering Unmasked Estep
Score: -322543.500000 Penalty: 2767.827637
Iteration 31Q: 3 clusters Score -322543.5 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3916 members
Mstep: Class 2 contains 1080 members
Entering Unmasked Estep
Score: -322554.875000 Penalty: 2767.827637
Iteration 32Q: 3 clusters Score -322554.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3929 members
Mstep: Class 2 contains 1067 members
Entering Unmasked Estep
Score: -322563.781250 Penalty: 2767.827637
Iteration 33Q: 3 clusters Score -322563.8 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3942 members
Mstep: Class 2 contains 1054 members
Entering Unmasked Estep
Score: -322571.062500 Penalty: 2767.827637
Iteration 34Q: 3 clusters Score -322571.1 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3950 members
Mstep: Class 2 contains 1046 members
Entering Unmasked Estep
Score: -322574.968750 Penalty: 2767.827637
Iteration 35Q: 3 clusters Score -322575 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3953 members
Mstep: Class 2 contains 1043 members
Entering Unmasked Estep
Score: -322576.875000 Penalty: 2767.827637
Iteration 36Q: 3 clusters Score -322576.9 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3954 members
Mstep: Class 2 contains 1042 members
Entering Unmasked Estep
Score: -322579.156250 Penalty: 2767.827637
Iteration 37Q: 3 clusters Score -322579.2 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3958 members
Mstep: Class 2 contains 1038 members
Entering Unmasked Estep
Score: -322581.500000 Penalty: 2767.827637
Iteration 38Q: 3 clusters Score -322581.5 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3962 members
Mstep: Class 2 contains 1034 members
Entering Unmasked Estep
Score: -322584.125000 Penalty: 2767.827637
Iteration 39Q: 3 clusters Score -322584.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3961 members
Mstep: Class 2 contains 1035 members
Entering Unmasked Estep
Score: -322584.531250 Penalty: 2767.827637
Iteration 40F: 3 clusters Score -322584.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3960 members
Mstep: Class 2 contains 1036 members
Entering Unmasked Estep
Score: -322585.343750 Penalty: 2767.827637
Iteration 41Q: 3 clusters Score -322585.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3960 members
Mstep: Class 2 contains 1036 members
Entering Unmasked Estep
Score: -322585.343750 Penalty: 2767.827637
Iteration 42F: 3 clusters Score -322585.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (27578 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27578 members
Entering Unmasked Estep
Score: -1922460.625000 Penalty: 1661.525635
Iteration 0F: 2 clusters Score -1922461 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13884 members
Mstep: Class 2 contains 13694 members
Entering Unmasked Estep
Score: -1903870.500000 Penalty: 3323.051270
Iteration 0F: 3 clusters Score -1903870 nChanged 12587
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14355 members
Mstep: Class 2 contains 13223 members
Entering Unmasked Estep
Score: -1910727.125000 Penalty: 3323.051270
Iteration 1F: 3 clusters Score -1910727 nChanged 1346
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14739 members
Mstep: Class 2 contains 12839 members
Entering Unmasked Estep
Score: -1911239.125000 Penalty: 3323.051270
Iteration 2Q: 3 clusters Score -1911239 nChanged 1386
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15285 members
Mstep: Class 2 contains 12293 members
Entering Unmasked Estep
Score: -1911863.875000 Penalty: 3323.051270
Iteration 3F: 3 clusters Score -1911864 nChanged 1502
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16129 members
Mstep: Class 2 contains 11449 members
Entering Unmasked Estep
Score: -1912760.875000 Penalty: 3323.051270
Iteration 4F: 3 clusters Score -1912761 nChanged 1659
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17116 members
Mstep: Class 2 contains 10462 members
Entering Unmasked Estep
Score: -1914000.250000 Penalty: 3323.051270
Iteration 5F: 3 clusters Score -1914000 nChanged 1840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18164 members
Mstep: Class 2 contains 9414 members
Entering Unmasked Estep
Score: -1915623.375000 Penalty: 3323.051270
Iteration 6F: 3 clusters Score -1915623 nChanged 1785
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19003 members
Mstep: Class 2 contains 8575 members
Entering Unmasked Estep
Score: -1917327.875000 Penalty: 3323.051270
Iteration 7F: 3 clusters Score -1917328 nChanged 1589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19580 members
Mstep: Class 2 contains 7998 members
Entering Unmasked Estep
Score: -1919187.000000 Penalty: 3323.051270
Iteration 8F: 3 clusters Score -1919187 nChanged 1390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19852 members
Mstep: Class 2 contains 7726 members
Entering Unmasked Estep
Score: -1921608.750000 Penalty: 3323.051270
Iteration 9F: 3 clusters Score -1921609 nChanged 1238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19638 members
Mstep: Class 2 contains 7940 members
Entering Unmasked Estep
Score: -1923850.625000 Penalty: 3323.051270
Iteration 10Q: 3 clusters Score -1923851 nChanged 1141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18967 members
Mstep: Class 2 contains 8611 members
Entering Unmasked Estep
Score: -1925117.250000 Penalty: 3323.051270
Iteration 11Q: 3 clusters Score -1925117 nChanged 945
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18226 members
Mstep: Class 2 contains 9352 members
Entering Unmasked Estep
Score: -1926181.500000 Penalty: 3323.051270
Iteration 12Q: 3 clusters Score -1926182 nChanged 845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17423 members
Mstep: Class 2 contains 10155 members
Entering Unmasked Estep
Score: -1927193.625000 Penalty: 3323.051270
Iteration 13Q: 3 clusters Score -1927194 nChanged 784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16645 members
Mstep: Class 2 contains 10933 members
Entering Unmasked Estep
Score: -1928213.875000 Penalty: 3323.051270
Iteration 14Q: 3 clusters Score -1928214 nChanged 774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15871 members
Mstep: Class 2 contains 11707 members
Entering Unmasked Estep
Score: -1929230.250000 Penalty: 3323.051270
Iteration 15Q: 3 clusters Score -1929230 nChanged 611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15260 members
Mstep: Class 2 contains 12318 members
Entering Unmasked Estep
Score: -1929999.375000 Penalty: 3323.051270
Iteration 16Q: 3 clusters Score -1929999 nChanged 474
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14786 members
Mstep: Class 2 contains 12792 members
Entering Unmasked Estep
Score: -1930525.750000 Penalty: 3323.051270
Iteration 17Q: 3 clusters Score -1930526 nChanged 300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14486 members
Mstep: Class 2 contains 13092 members
Entering Unmasked Estep
Score: -1930717.375000 Penalty: 3323.051270
Iteration 18Q: 3 clusters Score -1930717 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14364 members
Mstep: Class 2 contains 13214 members
Entering Unmasked Estep
Score: -1930759.125000 Penalty: 3323.051270
Iteration 19Q: 3 clusters Score -1930759 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14299 members
Mstep: Class 2 contains 13279 members
Entering Unmasked Estep
Score: -1930866.875000 Penalty: 3323.051270
Iteration 20F: 3 clusters Score -1930867 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14235 members
Mstep: Class 2 contains 13343 members
Entering Unmasked Estep
Score: -1930881.000000 Penalty: 3323.051270
Iteration 21Q: 3 clusters Score -1930881 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14203 members
Mstep: Class 2 contains 13375 members
Entering Unmasked Estep
Score: -1930888.375000 Penalty: 3323.051270
Iteration 22Q: 3 clusters Score -1930888 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14182 members
Mstep: Class 2 contains 13396 members
Entering Unmasked Estep
Score: -1930886.875000 Penalty: 3323.051270
Iteration 23Q: 3 clusters Score -1930887 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14171 members
Mstep: Class 2 contains 13407 members
Entering Unmasked Estep
Score: -1930889.125000 Penalty: 3323.051270
Iteration 24Q: 3 clusters Score -1930889 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14166 members
Mstep: Class 2 contains 13412 members
Entering Unmasked Estep
Score: -1930889.000000 Penalty: 3323.051270
Iteration 25Q: 3 clusters Score -1930889 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14164 members
Mstep: Class 2 contains 13414 members
Entering Unmasked Estep
Score: -1930888.250000 Penalty: 3323.051270
Iteration 26Q: 3 clusters Score -1930888 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14163 members
Mstep: Class 2 contains 13415 members
Entering Unmasked Estep
Score: -1930888.750000 Penalty: 3323.051270
Iteration 27Q: 3 clusters Score -1930889 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14163 members
Mstep: Class 2 contains 13415 members
Entering Unmasked Estep
Score: -1930888.750000 Penalty: 3323.051270
Iteration 28F: 3 clusters Score -1930889 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 13422 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 10809 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 2089 members
Mstep: Class 16 contains 4904 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 74396 members
Mstep: Class 21 contains 52508 members
Mstep: Class 22 contains 424 members
Mstep: Class 23 contains 13415 members
Entering Unmasked Estep
Score: -42060900.000000 Penalty: 50021.339844
Splitting cluster 4 changes total score from -42052900.000000 to -42060900.000000
So it's getting split into cluster 23.
Entering ConstructFrom:
Trying to split cluster 5 (13422 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13422 members
Entering Unmasked Estep
Score: -904493.312500 Penalty: 1544.505615
Iteration 0F: 2 clusters Score -904493.3 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6726 members
Mstep: Class 2 contains 6696 members
Entering Unmasked Estep
Score: -895191.625000 Penalty: 3089.011230
Iteration 0F: 3 clusters Score -895191.6 nChanged 5955
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6765 members
Mstep: Class 2 contains 6657 members
Entering Unmasked Estep
Score: -898590.250000 Penalty: 3089.011230
Iteration 1F: 3 clusters Score -898590.2 nChanged 815
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6780 members
Mstep: Class 2 contains 6642 members
Entering Unmasked Estep
Score: -899010.062500 Penalty: 3089.011230
Iteration 2F: 3 clusters Score -899010.1 nChanged 759
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6765 members
Mstep: Class 2 contains 6657 members
Entering Unmasked Estep
Score: -899428.687500 Penalty: 3089.011230
Iteration 3F: 3 clusters Score -899428.7 nChanged 752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6729 members
Mstep: Class 2 contains 6693 members
Entering Unmasked Estep
Score: -899902.500000 Penalty: 3089.011230
Iteration 4F: 3 clusters Score -899902.5 nChanged 754
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6689 members
Mstep: Class 2 contains 6733 members
Entering Unmasked Estep
Score: -900379.312500 Penalty: 3089.011230
Iteration 5F: 3 clusters Score -900379.3 nChanged 697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6684 members
Mstep: Class 2 contains 6738 members
Entering Unmasked Estep
Score: -900785.062500 Penalty: 3089.011230
Iteration 6F: 3 clusters Score -900785.1 nChanged 579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6733 members
Mstep: Class 2 contains 6689 members
Entering Unmasked Estep
Score: -901092.375000 Penalty: 3089.011230
Iteration 7Q: 3 clusters Score -901092.4 nChanged 559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6846 members
Mstep: Class 2 contains 6576 members
Entering Unmasked Estep
Score: -901380.312500 Penalty: 3089.011230
Iteration 8Q: 3 clusters Score -901380.3 nChanged 561
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7011 members
Mstep: Class 2 contains 6411 members
Entering Unmasked Estep
Score: -901712.187500 Penalty: 3089.011230
Iteration 9Q: 3 clusters Score -901712.2 nChanged 585
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7246 members
Mstep: Class 2 contains 6176 members
Entering Unmasked Estep
Score: -902170.500000 Penalty: 3089.011230
Iteration 10Q: 3 clusters Score -902170.5 nChanged 669
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7541 members
Mstep: Class 2 contains 5881 members
Entering Unmasked Estep
Score: -902926.625000 Penalty: 3089.011230
Iteration 11Q: 3 clusters Score -902926.6 nChanged 620
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7783 members
Mstep: Class 2 contains 5639 members
Entering Unmasked Estep
Score: -903869.812500 Penalty: 3089.011230
Iteration 12Q: 3 clusters Score -903869.8 nChanged 491
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7854 members
Mstep: Class 2 contains 5568 members
Entering Unmasked Estep
Score: -904485.500000 Penalty: 3089.011230
Iteration 13Q: 3 clusters Score -904485.5 nChanged 387
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7763 members
Mstep: Class 2 contains 5659 members
Entering Unmasked Estep
Score: -904777.750000 Penalty: 3089.011230
Iteration 14Q: 3 clusters Score -904777.8 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7642 members
Mstep: Class 2 contains 5780 members
Entering Unmasked Estep
Score: -904934.312500 Penalty: 3089.011230
Iteration 15Q: 3 clusters Score -904934.3 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7507 members
Mstep: Class 2 contains 5915 members
Entering Unmasked Estep
Score: -905051.687500 Penalty: 3089.011230
Iteration 16Q: 3 clusters Score -905051.7 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7378 members
Mstep: Class 2 contains 6044 members
Entering Unmasked Estep
Score: -905148.625000 Penalty: 3089.011230
Iteration 17Q: 3 clusters Score -905148.6 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7248 members
Mstep: Class 2 contains 6174 members
Entering Unmasked Estep
Score: -905220.562500 Penalty: 3089.011230
Iteration 18Q: 3 clusters Score -905220.6 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7127 members
Mstep: Class 2 contains 6295 members
Entering Unmasked Estep
Score: -905267.562500 Penalty: 3089.011230
Iteration 19Q: 3 clusters Score -905267.6 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7038 members
Mstep: Class 2 contains 6384 members
Entering Unmasked Estep
Score: -905305.687500 Penalty: 3089.011230
Iteration 20F: 3 clusters Score -905305.7 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6949 members
Mstep: Class 2 contains 6473 members
Entering Unmasked Estep
Score: -905334.437500 Penalty: 3089.011230
Iteration 21Q: 3 clusters Score -905334.4 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6883 members
Mstep: Class 2 contains 6539 members
Entering Unmasked Estep
Score: -905352.000000 Penalty: 3089.011230
Iteration 22Q: 3 clusters Score -905352 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6811 members
Mstep: Class 2 contains 6611 members
Entering Unmasked Estep
Score: -905372.750000 Penalty: 3089.011230
Iteration 23Q: 3 clusters Score -905372.8 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6743 members
Mstep: Class 2 contains 6679 members
Entering Unmasked Estep
Score: -905390.437500 Penalty: 3089.011230
Iteration 24Q: 3 clusters Score -905390.4 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6677 members
Mstep: Class 2 contains 6745 members
Entering Unmasked Estep
Score: -905409.312500 Penalty: 3089.011230
Iteration 25Q: 3 clusters Score -905409.3 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6608 members
Mstep: Class 2 contains 6814 members
Entering Unmasked Estep
Score: -905428.250000 Penalty: 3089.011230
Iteration 26Q: 3 clusters Score -905428.2 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6550 members
Mstep: Class 2 contains 6872 members
Entering Unmasked Estep
Score: -905446.687500 Penalty: 3089.011230
Iteration 27Q: 3 clusters Score -905446.7 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6488 members
Mstep: Class 2 contains 6934 members
Entering Unmasked Estep
Score: -905464.375000 Penalty: 3089.011230
Iteration 28Q: 3 clusters Score -905464.4 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6415 members
Mstep: Class 2 contains 7007 members
Entering Unmasked Estep
Score: -905486.062500 Penalty: 3089.011230
Iteration 29Q: 3 clusters Score -905486.1 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6352 members
Mstep: Class 2 contains 7070 members
Entering Unmasked Estep
Score: -905503.062500 Penalty: 3089.011230
Iteration 30Q: 3 clusters Score -905503.1 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6286 members
Mstep: Class 2 contains 7136 members
Entering Unmasked Estep
Score: -905522.562500 Penalty: 3089.011230
Iteration 31Q: 3 clusters Score -905522.6 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6217 members
Mstep: Class 2 contains 7205 members
Entering Unmasked Estep
Score: -905544.250000 Penalty: 3089.011230
Iteration 32Q: 3 clusters Score -905544.2 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6150 members
Mstep: Class 2 contains 7272 members
Entering Unmasked Estep
Score: -905569.625000 Penalty: 3089.011230
Iteration 33Q: 3 clusters Score -905569.6 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6063 members
Mstep: Class 2 contains 7359 members
Entering Unmasked Estep
Score: -905612.125000 Penalty: 3089.011230
Iteration 34Q: 3 clusters Score -905612.1 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5965 members
Mstep: Class 2 contains 7457 members
Entering Unmasked Estep
Score: -905658.875000 Penalty: 3089.011230
Iteration 35Q: 3 clusters Score -905658.9 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5843 members
Mstep: Class 2 contains 7579 members
Entering Unmasked Estep
Score: -905755.937500 Penalty: 3089.011230
Iteration 36Q: 3 clusters Score -905755.9 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5688 members
Mstep: Class 2 contains 7734 members
Entering Unmasked Estep
Score: -905904.000000 Penalty: 3089.011230
Iteration 37Q: 3 clusters Score -905904 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5492 members
Mstep: Class 2 contains 7930 members
Entering Unmasked Estep
Score: -906183.000000 Penalty: 3089.011230
Iteration 38Q: 3 clusters Score -906183 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5286 members
Mstep: Class 2 contains 8136 members
Entering Unmasked Estep
Score: -906537.562500 Penalty: 3089.011230
Iteration 39Q: 3 clusters Score -906537.6 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5104 members
Mstep: Class 2 contains 8318 members
Entering Unmasked Estep
Score: -906894.937500 Penalty: 3089.011230
Iteration 40F: 3 clusters Score -906894.9 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4959 members
Mstep: Class 2 contains 8463 members
Entering Unmasked Estep
Score: -907068.312500 Penalty: 3089.011230
Iteration 41Q: 3 clusters Score -907068.3 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4881 members
Mstep: Class 2 contains 8541 members
Entering Unmasked Estep
Score: -907111.375000 Penalty: 3089.011230
Iteration 42Q: 3 clusters Score -907111.4 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4840 members
Mstep: Class 2 contains 8582 members
Entering Unmasked Estep
Score: -907124.625000 Penalty: 3089.011230
Iteration 43Q: 3 clusters Score -907124.6 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4817 members
Mstep: Class 2 contains 8605 members
Entering Unmasked Estep
Score: -907127.687500 Penalty: 3089.011230
Iteration 44Q: 3 clusters Score -907127.7 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4802 members
Mstep: Class 2 contains 8620 members
Entering Unmasked Estep
Score: -907135.062500 Penalty: 3089.011230
Iteration 45Q: 3 clusters Score -907135.1 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4790 members
Mstep: Class 2 contains 8632 members
Entering Unmasked Estep
Score: -907133.312500 Penalty: 3089.011230
Iteration 46Q: 3 clusters Score -907133.3 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4782 members
Mstep: Class 2 contains 8640 members
Entering Unmasked Estep
Score: -907134.062500 Penalty: 3089.011230
Iteration 47Q: 3 clusters Score -907134.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4778 members
Mstep: Class 2 contains 8644 members
Entering Unmasked Estep
Score: -907135.250000 Penalty: 3089.011230
Iteration 48Q: 3 clusters Score -907135.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4774 members
Mstep: Class 2 contains 8648 members
Entering Unmasked Estep
Score: -907134.875000 Penalty: 3089.011230
Iteration 49Q: 3 clusters Score -907134.9 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4768 members
Mstep: Class 2 contains 8654 members
Entering Unmasked Estep
Score: -907136.125000 Penalty: 3089.011230
Iteration 50Q: 3 clusters Score -907136.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4764 members
Mstep: Class 2 contains 8658 members
Entering Unmasked Estep
Score: -907135.937500 Penalty: 3089.011230
Iteration 51Q: 3 clusters Score -907135.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4761 members
Mstep: Class 2 contains 8661 members
Entering Unmasked Estep
Score: -907135.375000 Penalty: 3089.011230
Iteration 52Q: 3 clusters Score -907135.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4758 members
Mstep: Class 2 contains 8664 members
Entering Unmasked Estep
Score: -907137.937500 Penalty: 3089.011230
Iteration 53Q: 3 clusters Score -907137.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4756 members
Mstep: Class 2 contains 8666 members
Entering Unmasked Estep
Score: -907137.812500 Penalty: 3089.011230
Iteration 54Q: 3 clusters Score -907137.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4756 members
Mstep: Class 2 contains 8666 members
Entering Unmasked Estep
Score: -907149.625000 Penalty: 3089.011230
Iteration 55F: 3 clusters Score -907149.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4754 members
Mstep: Class 2 contains 8668 members
Entering Unmasked Estep
Score: -907163.187500 Penalty: 3089.011230
Iteration 56Q: 3 clusters Score -907163.2 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4740 members
Mstep: Class 2 contains 8682 members
Entering Unmasked Estep
Score: -907166.625000 Penalty: 3089.011230
Iteration 57Q: 3 clusters Score -907166.6 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4730 members
Mstep: Class 2 contains 8692 members
Entering Unmasked Estep
Score: -907172.062500 Penalty: 3089.011230
Iteration 58Q: 3 clusters Score -907172.1 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4717 members
Mstep: Class 2 contains 8705 members
Entering Unmasked Estep
Score: -907171.125000 Penalty: 3089.011230
Iteration 59Q: 3 clusters Score -907171.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4712 members
Mstep: Class 2 contains 8710 members
Entering Unmasked Estep
Score: -907173.250000 Penalty: 3089.011230
Iteration 60F: 3 clusters Score -907173.2 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4704 members
Mstep: Class 2 contains 8718 members
Entering Unmasked Estep
Score: -907172.250000 Penalty: 3089.011230
Iteration 61Q: 3 clusters Score -907172.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4701 members
Mstep: Class 2 contains 8721 members
Entering Unmasked Estep
Score: -907172.125000 Penalty: 3089.011230
Iteration 62Q: 3 clusters Score -907172.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4698 members
Mstep: Class 2 contains 8724 members
Entering Unmasked Estep
Score: -907171.250000 Penalty: 3089.011230
Iteration 63Q: 3 clusters Score -907171.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4698 members
Mstep: Class 2 contains 8724 members
Entering Unmasked Estep
Score: -907171.250000 Penalty: 3089.011230
Iteration 64F: 3 clusters Score -907171.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 10809 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 2089 members
Mstep: Class 16 contains 4904 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 74396 members
Mstep: Class 21 contains 52508 members
Mstep: Class 22 contains 424 members
Mstep: Class 23 contains 13415 members
Mstep: Class 24 contains 8724 members
Entering Unmasked Estep
Score: -42063048.000000 Penalty: 52196.183594
Splitting cluster 5 changes total score from -42052900.000000 to -42063048.000000
So it's getting split into cluster 24.
Entering ConstructFrom:
Trying to split cluster 6 (6661 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6661 members
Entering Unmasked Estep
Score: -432554.750000 Penalty: 1430.654053
Iteration 0F: 2 clusters Score -432554.8 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3326 members
Mstep: Class 2 contains 3335 members
Entering Unmasked Estep
Score: -427527.500000 Penalty: 2861.308105
Iteration 0F: 3 clusters Score -427527.5 nChanged 2732
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3410 members
Mstep: Class 2 contains 3251 members
Entering Unmasked Estep
Score: -428948.125000 Penalty: 2861.308105
Iteration 1F: 3 clusters Score -428948.1 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3455 members
Mstep: Class 2 contains 3206 members
Entering Unmasked Estep
Score: -429150.718750 Penalty: 2861.308105
Iteration 2F: 3 clusters Score -429150.7 nChanged 353
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3496 members
Mstep: Class 2 contains 3165 members
Entering Unmasked Estep
Score: -429317.343750 Penalty: 2861.308105
Iteration 3F: 3 clusters Score -429317.3 nChanged 293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3543 members
Mstep: Class 2 contains 3118 members
Entering Unmasked Estep
Score: -429442.781250 Penalty: 2861.308105
Iteration 4Q: 3 clusters Score -429442.8 nChanged 247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3612 members
Mstep: Class 2 contains 3049 members
Entering Unmasked Estep
Score: -429538.093750 Penalty: 2861.308105
Iteration 5Q: 3 clusters Score -429538.1 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3664 members
Mstep: Class 2 contains 2997 members
Entering Unmasked Estep
Score: -429607.375000 Penalty: 2861.308105
Iteration 6Q: 3 clusters Score -429607.4 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3721 members
Mstep: Class 2 contains 2940 members
Entering Unmasked Estep
Score: -429662.406250 Penalty: 2861.308105
Iteration 7Q: 3 clusters Score -429662.4 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3756 members
Mstep: Class 2 contains 2905 members
Entering Unmasked Estep
Score: -429709.843750 Penalty: 2861.308105
Iteration 8Q: 3 clusters Score -429709.8 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3794 members
Mstep: Class 2 contains 2867 members
Entering Unmasked Estep
Score: -429766.562500 Penalty: 2861.308105
Iteration 9Q: 3 clusters Score -429766.6 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3843 members
Mstep: Class 2 contains 2818 members
Entering Unmasked Estep
Score: -429825.593750 Penalty: 2861.308105
Iteration 10Q: 3 clusters Score -429825.6 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3888 members
Mstep: Class 2 contains 2773 members
Entering Unmasked Estep
Score: -429891.156250 Penalty: 2861.308105
Iteration 11Q: 3 clusters Score -429891.2 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3950 members
Mstep: Class 2 contains 2711 members
Entering Unmasked Estep
Score: -429962.437500 Penalty: 2861.308105
Iteration 12Q: 3 clusters Score -429962.4 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4028 members
Mstep: Class 2 contains 2633 members
Entering Unmasked Estep
Score: -430046.531250 Penalty: 2861.308105
Iteration 13Q: 3 clusters Score -430046.5 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4133 members
Mstep: Class 2 contains 2528 members
Entering Unmasked Estep
Score: -430139.218750 Penalty: 2861.308105
Iteration 14Q: 3 clusters Score -430139.2 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4250 members
Mstep: Class 2 contains 2411 members
Entering Unmasked Estep
Score: -430248.250000 Penalty: 2861.308105
Iteration 15Q: 3 clusters Score -430248.2 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4378 members
Mstep: Class 2 contains 2283 members
Entering Unmasked Estep
Score: -430352.281250 Penalty: 2861.308105
Iteration 16Q: 3 clusters Score -430352.3 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4500 members
Mstep: Class 2 contains 2161 members
Entering Unmasked Estep
Score: -430457.718750 Penalty: 2861.308105
Iteration 17Q: 3 clusters Score -430457.7 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4631 members
Mstep: Class 2 contains 2030 members
Entering Unmasked Estep
Score: -430579.750000 Penalty: 2861.308105
Iteration 18Q: 3 clusters Score -430579.8 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4751 members
Mstep: Class 2 contains 1910 members
Entering Unmasked Estep
Score: -430711.437500 Penalty: 2861.308105
Iteration 19Q: 3 clusters Score -430711.4 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4871 members
Mstep: Class 2 contains 1790 members
Entering Unmasked Estep
Score: -430852.906250 Penalty: 2861.308105
Iteration 20F: 3 clusters Score -430852.9 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4974 members
Mstep: Class 2 contains 1687 members
Entering Unmasked Estep
Score: -430964.312500 Penalty: 2861.308105
Iteration 21Q: 3 clusters Score -430964.3 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5053 members
Mstep: Class 2 contains 1608 members
Entering Unmasked Estep
Score: -431033.531250 Penalty: 2861.308105
Iteration 22Q: 3 clusters Score -431033.5 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5113 members
Mstep: Class 2 contains 1548 members
Entering Unmasked Estep
Score: -431089.687500 Penalty: 2861.308105
Iteration 23Q: 3 clusters Score -431089.7 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5165 members
Mstep: Class 2 contains 1496 members
Entering Unmasked Estep
Score: -431126.625000 Penalty: 2861.308105
Iteration 24Q: 3 clusters Score -431126.6 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5218 members
Mstep: Class 2 contains 1443 members
Entering Unmasked Estep
Score: -431165.093750 Penalty: 2861.308105
Iteration 25Q: 3 clusters Score -431165.1 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5274 members
Mstep: Class 2 contains 1387 members
Entering Unmasked Estep
Score: -431196.437500 Penalty: 2861.308105
Iteration 26Q: 3 clusters Score -431196.4 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5311 members
Mstep: Class 2 contains 1350 members
Entering Unmasked Estep
Score: -431220.406250 Penalty: 2861.308105
Iteration 27Q: 3 clusters Score -431220.4 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5343 members
Mstep: Class 2 contains 1318 members
Entering Unmasked Estep
Score: -431241.000000 Penalty: 2861.308105
Iteration 28Q: 3 clusters Score -431241 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5369 members
Mstep: Class 2 contains 1292 members
Entering Unmasked Estep
Score: -431263.593750 Penalty: 2861.308105
Iteration 29Q: 3 clusters Score -431263.6 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5398 members
Mstep: Class 2 contains 1263 members
Entering Unmasked Estep
Score: -431284.125000 Penalty: 2861.308105
Iteration 30Q: 3 clusters Score -431284.1 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5419 members
Mstep: Class 2 contains 1242 members
Entering Unmasked Estep
Score: -431304.500000 Penalty: 2861.308105
Iteration 31Q: 3 clusters Score -431304.5 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5436 members
Mstep: Class 2 contains 1225 members
Entering Unmasked Estep
Score: -431325.250000 Penalty: 2861.308105
Iteration 32Q: 3 clusters Score -431325.2 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5452 members
Mstep: Class 2 contains 1209 members
Entering Unmasked Estep
Score: -431343.625000 Penalty: 2861.308105
Iteration 33Q: 3 clusters Score -431343.6 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5467 members
Mstep: Class 2 contains 1194 members
Entering Unmasked Estep
Score: -431359.468750 Penalty: 2861.308105
Iteration 34Q: 3 clusters Score -431359.5 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5468 members
Mstep: Class 2 contains 1193 members
Entering Unmasked Estep
Score: -431370.093750 Penalty: 2861.308105
Iteration 35Q: 3 clusters Score -431370.1 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5466 members
Mstep: Class 2 contains 1195 members
Entering Unmasked Estep
Score: -431380.000000 Penalty: 2861.308105
Iteration 36Q: 3 clusters Score -431380 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5468 members
Mstep: Class 2 contains 1193 members
Entering Unmasked Estep
Score: -431389.312500 Penalty: 2861.308105
Iteration 37Q: 3 clusters Score -431389.3 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5476 members
Mstep: Class 2 contains 1185 members
Entering Unmasked Estep
Score: -431394.375000 Penalty: 2861.308105
Iteration 38Q: 3 clusters Score -431394.4 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5480 members
Mstep: Class 2 contains 1181 members
Entering Unmasked Estep
Score: -431399.812500 Penalty: 2861.308105
Iteration 39Q: 3 clusters Score -431399.8 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5484 members
Mstep: Class 2 contains 1177 members
Entering Unmasked Estep
Score: -431404.843750 Penalty: 2861.308105
Iteration 40F: 3 clusters Score -431404.8 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5489 members
Mstep: Class 2 contains 1172 members
Entering Unmasked Estep
Score: -431409.750000 Penalty: 2861.308105
Iteration 41Q: 3 clusters Score -431409.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5496 members
Mstep: Class 2 contains 1165 members
Entering Unmasked Estep
Score: -431412.437500 Penalty: 2861.308105
Iteration 42Q: 3 clusters Score -431412.4 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5503 members
Mstep: Class 2 contains 1158 members
Entering Unmasked Estep
Score: -431415.656250 Penalty: 2861.308105
Iteration 43Q: 3 clusters Score -431415.7 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5510 members
Mstep: Class 2 contains 1151 members
Entering Unmasked Estep
Score: -431417.000000 Penalty: 2861.308105
Iteration 44Q: 3 clusters Score -431417 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5516 members
Mstep: Class 2 contains 1145 members
Entering Unmasked Estep
Score: -431419.562500 Penalty: 2861.308105
Iteration 45Q: 3 clusters Score -431419.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5519 members
Mstep: Class 2 contains 1142 members
Entering Unmasked Estep
Score: -431420.000000 Penalty: 2861.308105
Iteration 46Q: 3 clusters Score -431420 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5522 members
Mstep: Class 2 contains 1139 members
Entering Unmasked Estep
Score: -431420.437500 Penalty: 2861.308105
Iteration 47Q: 3 clusters Score -431420.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5523 members
Mstep: Class 2 contains 1138 members
Entering Unmasked Estep
Score: -431420.406250 Penalty: 2861.308105
Iteration 48Q: 3 clusters Score -431420.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5524 members
Mstep: Class 2 contains 1137 members
Entering Unmasked Estep
Score: -431421.156250 Penalty: 2861.308105
Iteration 49Q: 3 clusters Score -431421.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5527 members
Mstep: Class 2 contains 1134 members
Entering Unmasked Estep
Score: -431422.687500 Penalty: 2861.308105
Iteration 50Q: 3 clusters Score -431422.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5529 members
Mstep: Class 2 contains 1132 members
Entering Unmasked Estep
Score: -431424.218750 Penalty: 2861.308105
Iteration 51Q: 3 clusters Score -431424.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5530 members
Mstep: Class 2 contains 1131 members
Entering Unmasked Estep
Score: -431422.593750 Penalty: 2861.308105
Iteration 52Q: 3 clusters Score -431422.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5531 members
Mstep: Class 2 contains 1130 members
Entering Unmasked Estep
Score: -431423.281250 Penalty: 2861.308105
Iteration 53Q: 3 clusters Score -431423.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5531 members
Mstep: Class 2 contains 1130 members
Entering Unmasked Estep
Score: -431423.281250 Penalty: 2861.308105
Iteration 54F: 3 clusters Score -431423.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 7 (33048 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33048 members
Entering Unmasked Estep
Score: -2319980.500000 Penalty: 1690.928833
Iteration 0F: 2 clusters Score -2319980 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16496 members
Mstep: Class 2 contains 16552 members
Entering Unmasked Estep
Score: -2297792.250000 Penalty: 3381.857666
Iteration 0F: 3 clusters Score -2297792 nChanged 15220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16294 members
Mstep: Class 2 contains 16754 members
Entering Unmasked Estep
Score: -2306594.250000 Penalty: 3381.857666
Iteration 1F: 3 clusters Score -2306594 nChanged 1712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16376 members
Mstep: Class 2 contains 16672 members
Entering Unmasked Estep
Score: -2307357.000000 Penalty: 3381.857666
Iteration 2F: 3 clusters Score -2307357 nChanged 1836
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16488 members
Mstep: Class 2 contains 16560 members
Entering Unmasked Estep
Score: -2308305.000000 Penalty: 3381.857666
Iteration 3F: 3 clusters Score -2308305 nChanged 1964
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16774 members
Mstep: Class 2 contains 16274 members
Entering Unmasked Estep
Score: -2309521.750000 Penalty: 3381.857666
Iteration 4F: 3 clusters Score -2309522 nChanged 2097
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17203 members
Mstep: Class 2 contains 15845 members
Entering Unmasked Estep
Score: -2310963.500000 Penalty: 3381.857666
Iteration 5F: 3 clusters Score -2310964 nChanged 2194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17609 members
Mstep: Class 2 contains 15439 members
Entering Unmasked Estep
Score: -2312590.500000 Penalty: 3381.857666
Iteration 6F: 3 clusters Score -2312590 nChanged 2057
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17994 members
Mstep: Class 2 contains 15054 members
Entering Unmasked Estep
Score: -2314071.250000 Penalty: 3381.857666
Iteration 7F: 3 clusters Score -2314071 nChanged 1628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18340 members
Mstep: Class 2 contains 14708 members
Entering Unmasked Estep
Score: -2314956.000000 Penalty: 3381.857666
Iteration 8Q: 3 clusters Score -2314956 nChanged 1076
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18640 members
Mstep: Class 2 contains 14408 members
Entering Unmasked Estep
Score: -2315346.500000 Penalty: 3381.857666
Iteration 9Q: 3 clusters Score -2315346 nChanged 664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18902 members
Mstep: Class 2 contains 14146 members
Entering Unmasked Estep
Score: -2315511.500000 Penalty: 3381.857666
Iteration 10Q: 3 clusters Score -2315512 nChanged 465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19155 members
Mstep: Class 2 contains 13893 members
Entering Unmasked Estep
Score: -2315625.250000 Penalty: 3381.857666
Iteration 11Q: 3 clusters Score -2315625 nChanged 374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19397 members
Mstep: Class 2 contains 13651 members
Entering Unmasked Estep
Score: -2315720.750000 Penalty: 3381.857666
Iteration 12Q: 3 clusters Score -2315721 nChanged 316
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19607 members
Mstep: Class 2 contains 13441 members
Entering Unmasked Estep
Score: -2315781.750000 Penalty: 3381.857666
Iteration 13Q: 3 clusters Score -2315782 nChanged 293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19850 members
Mstep: Class 2 contains 13198 members
Entering Unmasked Estep
Score: -2315850.500000 Penalty: 3381.857666
Iteration 14Q: 3 clusters Score -2315850 nChanged 300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20108 members
Mstep: Class 2 contains 12940 members
Entering Unmasked Estep
Score: -2315908.500000 Penalty: 3381.857666
Iteration 15Q: 3 clusters Score -2315908 nChanged 295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20367 members
Mstep: Class 2 contains 12681 members
Entering Unmasked Estep
Score: -2315979.000000 Penalty: 3381.857666
Iteration 16Q: 3 clusters Score -2315979 nChanged 303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20644 members
Mstep: Class 2 contains 12404 members
Entering Unmasked Estep
Score: -2316061.250000 Penalty: 3381.857666
Iteration 17Q: 3 clusters Score -2316061 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20919 members
Mstep: Class 2 contains 12129 members
Entering Unmasked Estep
Score: -2316136.500000 Penalty: 3381.857666
Iteration 18Q: 3 clusters Score -2316136 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21199 members
Mstep: Class 2 contains 11849 members
Entering Unmasked Estep
Score: -2316212.000000 Penalty: 3381.857666
Iteration 19Q: 3 clusters Score -2316212 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21496 members
Mstep: Class 2 contains 11552 members
Entering Unmasked Estep
Score: -2316295.750000 Penalty: 3381.857666
Iteration 20F: 3 clusters Score -2316296 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21811 members
Mstep: Class 2 contains 11237 members
Entering Unmasked Estep
Score: -2316384.250000 Penalty: 3381.857666
Iteration 21Q: 3 clusters Score -2316384 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22136 members
Mstep: Class 2 contains 10912 members
Entering Unmasked Estep
Score: -2316487.250000 Penalty: 3381.857666
Iteration 22Q: 3 clusters Score -2316487 nChanged 330
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22458 members
Mstep: Class 2 contains 10590 members
Entering Unmasked Estep
Score: -2316577.750000 Penalty: 3381.857666
Iteration 23Q: 3 clusters Score -2316578 nChanged 354
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22796 members
Mstep: Class 2 contains 10252 members
Entering Unmasked Estep
Score: -2316683.000000 Penalty: 3381.857666
Iteration 24Q: 3 clusters Score -2316683 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23095 members
Mstep: Class 2 contains 9953 members
Entering Unmasked Estep
Score: -2316763.750000 Penalty: 3381.857666
Iteration 25Q: 3 clusters Score -2316764 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23413 members
Mstep: Class 2 contains 9635 members
Entering Unmasked Estep
Score: -2316860.000000 Penalty: 3381.857666
Iteration 26Q: 3 clusters Score -2316860 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23744 members
Mstep: Class 2 contains 9304 members
Entering Unmasked Estep
Score: -2316966.500000 Penalty: 3381.857666
Iteration 27Q: 3 clusters Score -2316966 nChanged 321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24061 members
Mstep: Class 2 contains 8987 members
Entering Unmasked Estep
Score: -2317058.250000 Penalty: 3381.857666
Iteration 28Q: 3 clusters Score -2317058 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24362 members
Mstep: Class 2 contains 8686 members
Entering Unmasked Estep
Score: -2317138.250000 Penalty: 3381.857666
Iteration 29Q: 3 clusters Score -2317138 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24645 members
Mstep: Class 2 contains 8403 members
Entering Unmasked Estep
Score: -2317205.000000 Penalty: 3381.857666
Iteration 30Q: 3 clusters Score -2317205 nChanged 277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24922 members
Mstep: Class 2 contains 8126 members
Entering Unmasked Estep
Score: -2317285.500000 Penalty: 3381.857666
Iteration 31Q: 3 clusters Score -2317286 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25208 members
Mstep: Class 2 contains 7840 members
Entering Unmasked Estep
Score: -2317371.250000 Penalty: 3381.857666
Iteration 32Q: 3 clusters Score -2317371 nChanged 305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25513 members
Mstep: Class 2 contains 7535 members
Entering Unmasked Estep
Score: -2317465.750000 Penalty: 3381.857666
Iteration 33Q: 3 clusters Score -2317466 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25799 members
Mstep: Class 2 contains 7249 members
Entering Unmasked Estep
Score: -2317545.500000 Penalty: 3381.857666
Iteration 34Q: 3 clusters Score -2317546 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26069 members
Mstep: Class 2 contains 6979 members
Entering Unmasked Estep
Score: -2317604.000000 Penalty: 3381.857666
Iteration 35Q: 3 clusters Score -2317604 nChanged 269
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26336 members
Mstep: Class 2 contains 6712 members
Entering Unmasked Estep
Score: -2317679.750000 Penalty: 3381.857666
Iteration 36Q: 3 clusters Score -2317680 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26593 members
Mstep: Class 2 contains 6455 members
Entering Unmasked Estep
Score: -2317751.750000 Penalty: 3381.857666
Iteration 37Q: 3 clusters Score -2317752 nChanged 251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26842 members
Mstep: Class 2 contains 6206 members
Entering Unmasked Estep
Score: -2317805.500000 Penalty: 3381.857666
Iteration 38Q: 3 clusters Score -2317806 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27064 members
Mstep: Class 2 contains 5984 members
Entering Unmasked Estep
Score: -2317846.000000 Penalty: 3381.857666
Iteration 39Q: 3 clusters Score -2317846 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27257 members
Mstep: Class 2 contains 5791 members
Entering Unmasked Estep
Score: -2317899.750000 Penalty: 3381.857666
Iteration 40F: 3 clusters Score -2317900 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27439 members
Mstep: Class 2 contains 5609 members
Entering Unmasked Estep
Score: -2317937.500000 Penalty: 3381.857666
Iteration 41Q: 3 clusters Score -2317938 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27632 members
Mstep: Class 2 contains 5416 members
Entering Unmasked Estep
Score: -2317979.750000 Penalty: 3381.857666
Iteration 42Q: 3 clusters Score -2317980 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27805 members
Mstep: Class 2 contains 5243 members
Entering Unmasked Estep
Score: -2318028.750000 Penalty: 3381.857666
Iteration 43Q: 3 clusters Score -2318029 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27950 members
Mstep: Class 2 contains 5098 members
Entering Unmasked Estep
Score: -2318053.250000 Penalty: 3381.857666
Iteration 44Q: 3 clusters Score -2318053 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28087 members
Mstep: Class 2 contains 4961 members
Entering Unmasked Estep
Score: -2318080.250000 Penalty: 3381.857666
Iteration 45Q: 3 clusters Score -2318080 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28229 members
Mstep: Class 2 contains 4819 members
Entering Unmasked Estep
Score: -2318110.000000 Penalty: 3381.857666
Iteration 46Q: 3 clusters Score -2318110 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28374 members
Mstep: Class 2 contains 4674 members
Entering Unmasked Estep
Score: -2318148.000000 Penalty: 3381.857666
Iteration 47Q: 3 clusters Score -2318148 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28501 members
Mstep: Class 2 contains 4547 members
Entering Unmasked Estep
Score: -2318168.750000 Penalty: 3381.857666
Iteration 48Q: 3 clusters Score -2318169 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28597 members
Mstep: Class 2 contains 4451 members
Entering Unmasked Estep
Score: -2318180.500000 Penalty: 3381.857666
Iteration 49Q: 3 clusters Score -2318180 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28683 members
Mstep: Class 2 contains 4365 members
Entering Unmasked Estep
Score: -2318195.750000 Penalty: 3381.857666
Iteration 50Q: 3 clusters Score -2318196 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28774 members
Mstep: Class 2 contains 4274 members
Entering Unmasked Estep
Score: -2318209.750000 Penalty: 3381.857666
Iteration 51Q: 3 clusters Score -2318210 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28854 members
Mstep: Class 2 contains 4194 members
Entering Unmasked Estep
Score: -2318220.750000 Penalty: 3381.857666
Iteration 52Q: 3 clusters Score -2318221 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28934 members
Mstep: Class 2 contains 4114 members
Entering Unmasked Estep
Score: -2318238.250000 Penalty: 3381.857666
Iteration 53Q: 3 clusters Score -2318238 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29020 members
Mstep: Class 2 contains 4028 members
Entering Unmasked Estep
Score: -2318254.000000 Penalty: 3381.857666
Iteration 54Q: 3 clusters Score -2318254 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29105 members
Mstep: Class 2 contains 3943 members
Entering Unmasked Estep
Score: -2318256.250000 Penalty: 3381.857666
Iteration 55Q: 3 clusters Score -2318256 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29203 members
Mstep: Class 2 contains 3845 members
Entering Unmasked Estep
Score: -2318273.250000 Penalty: 3381.857666
Iteration 56Q: 3 clusters Score -2318273 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29298 members
Mstep: Class 2 contains 3750 members
Entering Unmasked Estep
Score: -2318288.750000 Penalty: 3381.857666
Iteration 57Q: 3 clusters Score -2318289 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29409 members
Mstep: Class 2 contains 3639 members
Entering Unmasked Estep
Score: -2318314.500000 Penalty: 3381.857666
Iteration 58Q: 3 clusters Score -2318314 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29512 members
Mstep: Class 2 contains 3536 members
Entering Unmasked Estep
Score: -2318334.500000 Penalty: 3381.857666
Iteration 59Q: 3 clusters Score -2318334 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29614 members
Mstep: Class 2 contains 3434 members
Entering Unmasked Estep
Score: -2318358.750000 Penalty: 3381.857666
Iteration 60F: 3 clusters Score -2318359 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29708 members
Mstep: Class 2 contains 3340 members
Entering Unmasked Estep
Score: -2318376.500000 Penalty: 3381.857666
Iteration 61Q: 3 clusters Score -2318376 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29801 members
Mstep: Class 2 contains 3247 members
Entering Unmasked Estep
Score: -2318400.500000 Penalty: 3381.857666
Iteration 62Q: 3 clusters Score -2318400 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29873 members
Mstep: Class 2 contains 3175 members
Entering Unmasked Estep
Score: -2318414.250000 Penalty: 3381.857666
Iteration 63Q: 3 clusters Score -2318414 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29929 members
Mstep: Class 2 contains 3119 members
Entering Unmasked Estep
Score: -2318418.250000 Penalty: 3381.857666
Iteration 64Q: 3 clusters Score -2318418 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29994 members
Mstep: Class 2 contains 3054 members
Entering Unmasked Estep
Score: -2318422.000000 Penalty: 3381.857666
Iteration 65Q: 3 clusters Score -2318422 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30048 members
Mstep: Class 2 contains 3000 members
Entering Unmasked Estep
Score: -2318429.500000 Penalty: 3381.857666
Iteration 66Q: 3 clusters Score -2318430 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30091 members
Mstep: Class 2 contains 2957 members
Entering Unmasked Estep
Score: -2318434.000000 Penalty: 3381.857666
Iteration 67Q: 3 clusters Score -2318434 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30136 members
Mstep: Class 2 contains 2912 members
Entering Unmasked Estep
Score: -2318441.750000 Penalty: 3381.857666
Iteration 68Q: 3 clusters Score -2318442 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30174 members
Mstep: Class 2 contains 2874 members
Entering Unmasked Estep
Score: -2318454.500000 Penalty: 3381.857666
Iteration 69Q: 3 clusters Score -2318454 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30213 members
Mstep: Class 2 contains 2835 members
Entering Unmasked Estep
Score: -2318465.000000 Penalty: 3381.857666
Iteration 70Q: 3 clusters Score -2318465 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30250 members
Mstep: Class 2 contains 2798 members
Entering Unmasked Estep
Score: -2318467.250000 Penalty: 3381.857666
Iteration 71Q: 3 clusters Score -2318467 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30288 members
Mstep: Class 2 contains 2760 members
Entering Unmasked Estep
Score: -2318475.250000 Penalty: 3381.857666
Iteration 72Q: 3 clusters Score -2318475 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30322 members
Mstep: Class 2 contains 2726 members
Entering Unmasked Estep
Score: -2318472.500000 Penalty: 3381.857666
Iteration 73Q: 3 clusters Score -2318472 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30353 members
Mstep: Class 2 contains 2695 members
Entering Unmasked Estep
Score: -2318481.500000 Penalty: 3381.857666
Iteration 74Q: 3 clusters Score -2318482 nChanged 27
Entering Unmasked Mstep
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Mstep: Class 1 contains 30380 members
Mstep: Class 2 contains 2668 members
Entering Unmasked Estep
Score: -2318490.750000 Penalty: 3381.857666
Iteration 75Q: 3 clusters Score -2318491 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30395 members
Mstep: Class 2 contains 2653 members
Entering Unmasked Estep
Score: -2318487.000000 Penalty: 3381.857666
Iteration 76Q: 3 clusters Score -2318487 nChanged 14
Entering Unmasked Mstep
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Mstep: Class 1 contains 30409 members
Mstep: Class 2 contains 2639 members
Entering Unmasked Estep
Score: -2318491.750000 Penalty: 3381.857666
Iteration 77Q: 3 clusters Score -2318492 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30440 members
Mstep: Class 2 contains 2608 members
Entering Unmasked Estep
Score: -2318498.750000 Penalty: 3381.857666
Iteration 78Q: 3 clusters Score -2318499 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30476 members
Mstep: Class 2 contains 2572 members
Entering Unmasked Estep
Score: -2318510.000000 Penalty: 3381.857666
Iteration 79Q: 3 clusters Score -2318510 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30507 members
Mstep: Class 2 contains 2541 members
Entering Unmasked Estep
Score: -2318515.250000 Penalty: 3381.857666
Iteration 80F: 3 clusters Score -2318515 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30549 members
Mstep: Class 2 contains 2499 members
Entering Unmasked Estep
Score: -2318519.750000 Penalty: 3381.857666
Iteration 81Q: 3 clusters Score -2318520 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30582 members
Mstep: Class 2 contains 2466 members
Entering Unmasked Estep
Score: -2318526.750000 Penalty: 3381.857666
Iteration 82Q: 3 clusters Score -2318527 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30611 members
Mstep: Class 2 contains 2437 members
Entering Unmasked Estep
Score: -2318522.500000 Penalty: 3381.857666
Iteration 83Q: 3 clusters Score -2318522 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30641 members
Mstep: Class 2 contains 2407 members
Entering Unmasked Estep
Score: -2318528.250000 Penalty: 3381.857666
Iteration 84Q: 3 clusters Score -2318528 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30677 members
Mstep: Class 2 contains 2371 members
Entering Unmasked Estep
Score: -2318534.750000 Penalty: 3381.857666
Iteration 85Q: 3 clusters Score -2318535 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30712 members
Mstep: Class 2 contains 2336 members
Entering Unmasked Estep
Score: -2318542.750000 Penalty: 3381.857666
Iteration 86Q: 3 clusters Score -2318543 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30743 members
Mstep: Class 2 contains 2305 members
Entering Unmasked Estep
Score: -2318544.000000 Penalty: 3381.857666
Iteration 87Q: 3 clusters Score -2318544 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30772 members
Mstep: Class 2 contains 2276 members
Entering Unmasked Estep
Score: -2318551.750000 Penalty: 3381.857666
Iteration 88Q: 3 clusters Score -2318552 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30795 members
Mstep: Class 2 contains 2253 members
Entering Unmasked Estep
Score: -2318554.750000 Penalty: 3381.857666
Iteration 89Q: 3 clusters Score -2318555 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30819 members
Mstep: Class 2 contains 2229 members
Entering Unmasked Estep
Score: -2318565.250000 Penalty: 3381.857666
Iteration 90Q: 3 clusters Score -2318565 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30847 members
Mstep: Class 2 contains 2201 members
Entering Unmasked Estep
Score: -2318573.250000 Penalty: 3381.857666
Iteration 91Q: 3 clusters Score -2318573 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30870 members
Mstep: Class 2 contains 2178 members
Entering Unmasked Estep
Score: -2318576.250000 Penalty: 3381.857666
Iteration 92Q: 3 clusters Score -2318576 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30889 members
Mstep: Class 2 contains 2159 members
Entering Unmasked Estep
Score: -2318580.500000 Penalty: 3381.857666
Iteration 93Q: 3 clusters Score -2318580 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30912 members
Mstep: Class 2 contains 2136 members
Entering Unmasked Estep
Score: -2318588.750000 Penalty: 3381.857666
Iteration 94Q: 3 clusters Score -2318589 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30933 members
Mstep: Class 2 contains 2115 members
Entering Unmasked Estep
Score: -2318598.250000 Penalty: 3381.857666
Iteration 95Q: 3 clusters Score -2318598 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30956 members
Mstep: Class 2 contains 2092 members
Entering Unmasked Estep
Score: -2318595.250000 Penalty: 3381.857666
Iteration 96Q: 3 clusters Score -2318595 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30978 members
Mstep: Class 2 contains 2070 members
Entering Unmasked Estep
Score: -2318593.250000 Penalty: 3381.857666
Iteration 97Q: 3 clusters Score -2318593 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30998 members
Mstep: Class 2 contains 2050 members
Entering Unmasked Estep
Score: -2318598.250000 Penalty: 3381.857666
Iteration 98Q: 3 clusters Score -2318598 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31028 members
Mstep: Class 2 contains 2020 members
Entering Unmasked Estep
Score: -2318600.250000 Penalty: 3381.857666
Iteration 99Q: 3 clusters Score -2318600 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31056 members
Mstep: Class 2 contains 1992 members
Entering Unmasked Estep
Score: -2318610.500000 Penalty: 3381.857666
Iteration 100F: 3 clusters Score -2318610 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31082 members
Mstep: Class 2 contains 1966 members
Entering Unmasked Estep
Score: -2318615.000000 Penalty: 3381.857666
Iteration 101Q: 3 clusters Score -2318615 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31108 members
Mstep: Class 2 contains 1940 members
Entering Unmasked Estep
Score: -2318616.250000 Penalty: 3381.857666
Iteration 102Q: 3 clusters Score -2318616 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31136 members
Mstep: Class 2 contains 1912 members
Entering Unmasked Estep
Score: -2318616.250000 Penalty: 3381.857666
Iteration 103Q: 3 clusters Score -2318616 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31164 members
Mstep: Class 2 contains 1884 members
Entering Unmasked Estep
Score: -2318619.500000 Penalty: 3381.857666
Iteration 104Q: 3 clusters Score -2318620 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31178 members
Mstep: Class 2 contains 1870 members
Entering Unmasked Estep
Score: -2318622.500000 Penalty: 3381.857666
Iteration 105Q: 3 clusters Score -2318622 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31192 members
Mstep: Class 2 contains 1856 members
Entering Unmasked Estep
Score: -2318624.250000 Penalty: 3381.857666
Iteration 106Q: 3 clusters Score -2318624 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31206 members
Mstep: Class 2 contains 1842 members
Entering Unmasked Estep
Score: -2318626.750000 Penalty: 3381.857666
Iteration 107Q: 3 clusters Score -2318627 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31220 members
Mstep: Class 2 contains 1828 members
Entering Unmasked Estep
Score: -2318631.750000 Penalty: 3381.857666
Iteration 108Q: 3 clusters Score -2318632 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31232 members
Mstep: Class 2 contains 1816 members
Entering Unmasked Estep
Score: -2318630.000000 Penalty: 3381.857666
Iteration 109Q: 3 clusters Score -2318630 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31244 members
Mstep: Class 2 contains 1804 members
Entering Unmasked Estep
Score: -2318630.750000 Penalty: 3381.857666
Iteration 110Q: 3 clusters Score -2318631 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31265 members
Mstep: Class 2 contains 1783 members
Entering Unmasked Estep
Score: -2318640.500000 Penalty: 3381.857666
Iteration 111Q: 3 clusters Score -2318640 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31280 members
Mstep: Class 2 contains 1768 members
Entering Unmasked Estep
Score: -2318642.750000 Penalty: 3381.857666
Iteration 112Q: 3 clusters Score -2318643 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31291 members
Mstep: Class 2 contains 1757 members
Entering Unmasked Estep
Score: -2318645.250000 Penalty: 3381.857666
Iteration 113Q: 3 clusters Score -2318645 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31303 members
Mstep: Class 2 contains 1745 members
Entering Unmasked Estep
Score: -2318642.750000 Penalty: 3381.857666
Iteration 114Q: 3 clusters Score -2318643 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31311 members
Mstep: Class 2 contains 1737 members
Entering Unmasked Estep
Score: -2318645.500000 Penalty: 3381.857666
Iteration 115Q: 3 clusters Score -2318646 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31318 members
Mstep: Class 2 contains 1730 members
Entering Unmasked Estep
Score: -2318648.000000 Penalty: 3381.857666
Iteration 116Q: 3 clusters Score -2318648 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31321 members
Mstep: Class 2 contains 1727 members
Entering Unmasked Estep
Score: -2318649.250000 Penalty: 3381.857666
Iteration 117Q: 3 clusters Score -2318649 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31324 members
Mstep: Class 2 contains 1724 members
Entering Unmasked Estep
Score: -2318649.000000 Penalty: 3381.857666
Iteration 118Q: 3 clusters Score -2318649 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31329 members
Mstep: Class 2 contains 1719 members
Entering Unmasked Estep
Score: -2318649.750000 Penalty: 3381.857666
Iteration 119Q: 3 clusters Score -2318650 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31333 members
Mstep: Class 2 contains 1715 members
Entering Unmasked Estep
Score: -2318653.250000 Penalty: 3381.857666
Iteration 120F: 3 clusters Score -2318653 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31342 members
Mstep: Class 2 contains 1706 members
Entering Unmasked Estep
Score: -2318653.750000 Penalty: 3381.857666
Iteration 121Q: 3 clusters Score -2318654 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31351 members
Mstep: Class 2 contains 1697 members
Entering Unmasked Estep
Score: -2318655.250000 Penalty: 3381.857666
Iteration 122Q: 3 clusters Score -2318655 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31357 members
Mstep: Class 2 contains 1691 members
Entering Unmasked Estep
Score: -2318656.750000 Penalty: 3381.857666
Iteration 123Q: 3 clusters Score -2318657 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31362 members
Mstep: Class 2 contains 1686 members
Entering Unmasked Estep
Score: -2318657.500000 Penalty: 3381.857666
Iteration 124Q: 3 clusters Score -2318658 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31368 members
Mstep: Class 2 contains 1680 members
Entering Unmasked Estep
Score: -2318661.750000 Penalty: 3381.857666
Iteration 125Q: 3 clusters Score -2318662 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31378 members
Mstep: Class 2 contains 1670 members
Entering Unmasked Estep
Score: -2318659.250000 Penalty: 3381.857666
Iteration 126Q: 3 clusters Score -2318659 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31387 members
Mstep: Class 2 contains 1661 members
Entering Unmasked Estep
Score: -2318659.500000 Penalty: 3381.857666
Iteration 127Q: 3 clusters Score -2318660 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31396 members
Mstep: Class 2 contains 1652 members
Entering Unmasked Estep
Score: -2318663.750000 Penalty: 3381.857666
Iteration 128Q: 3 clusters Score -2318664 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31404 members
Mstep: Class 2 contains 1644 members
Entering Unmasked Estep
Score: -2318668.500000 Penalty: 3381.857666
Iteration 129Q: 3 clusters Score -2318668 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31412 members
Mstep: Class 2 contains 1636 members
Entering Unmasked Estep
Score: -2318669.000000 Penalty: 3381.857666
Iteration 130Q: 3 clusters Score -2318669 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31424 members
Mstep: Class 2 contains 1624 members
Entering Unmasked Estep
Score: -2318667.000000 Penalty: 3381.857666
Iteration 131Q: 3 clusters Score -2318667 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31432 members
Mstep: Class 2 contains 1616 members
Entering Unmasked Estep
Score: -2318669.250000 Penalty: 3381.857666
Iteration 132Q: 3 clusters Score -2318669 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31440 members
Mstep: Class 2 contains 1608 members
Entering Unmasked Estep
Score: -2318665.750000 Penalty: 3381.857666
Iteration 133Q: 3 clusters Score -2318666 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31446 members
Mstep: Class 2 contains 1602 members
Entering Unmasked Estep
Score: -2318668.750000 Penalty: 3381.857666
Iteration 134Q: 3 clusters Score -2318669 nChanged 6
Entering Unmasked Mstep
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Mstep: Class 1 contains 31452 members
Mstep: Class 2 contains 1596 members
Entering Unmasked Estep
Score: -2318667.750000 Penalty: 3381.857666
Iteration 135Q: 3 clusters Score -2318668 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31461 members
Mstep: Class 2 contains 1587 members
Entering Unmasked Estep
Score: -2318672.250000 Penalty: 3381.857666
Iteration 136Q: 3 clusters Score -2318672 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31472 members
Mstep: Class 2 contains 1576 members
Entering Unmasked Estep
Score: -2318672.000000 Penalty: 3381.857666
Iteration 137Q: 3 clusters Score -2318672 nChanged 13
Entering Unmasked Mstep
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Mstep: Class 1 contains 31485 members
Mstep: Class 2 contains 1563 members
Entering Unmasked Estep
Score: -2318676.750000 Penalty: 3381.857666
Iteration 138Q: 3 clusters Score -2318677 nChanged 9
Entering Unmasked Mstep
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Mstep: Class 1 contains 31494 members
Mstep: Class 2 contains 1554 members
Entering Unmasked Estep
Score: -2318675.000000 Penalty: 3381.857666
Iteration 139Q: 3 clusters Score -2318675 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31500 members
Mstep: Class 2 contains 1548 members
Entering Unmasked Estep
Score: -2318678.500000 Penalty: 3381.857666
Iteration 140F: 3 clusters Score -2318678 nChanged 7
Entering Unmasked Mstep
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Mstep: Class 1 contains 31507 members
Mstep: Class 2 contains 1541 members
Entering Unmasked Estep
Score: -2318680.000000 Penalty: 3381.857666
Iteration 141Q: 3 clusters Score -2318680 nChanged 7
Entering Unmasked Mstep
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Mstep: Class 1 contains 31514 members
Mstep: Class 2 contains 1534 members
Entering Unmasked Estep
Score: -2318684.500000 Penalty: 3381.857666
Iteration 142Q: 3 clusters Score -2318684 nChanged 4
Entering Unmasked Mstep
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Mstep: Class 1 contains 31518 members
Mstep: Class 2 contains 1530 members
Entering Unmasked Estep
Score: -2318685.750000 Penalty: 3381.857666
Iteration 143Q: 3 clusters Score -2318686 nChanged 8
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Mstep: Class 1 contains 31524 members
Mstep: Class 2 contains 1524 members
Entering Unmasked Estep
Score: -2318687.000000 Penalty: 3381.857666
Iteration 144Q: 3 clusters Score -2318687 nChanged 3
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Mstep: Class 1 contains 31527 members
Mstep: Class 2 contains 1521 members
Entering Unmasked Estep
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Iteration 145Q: 3 clusters Score -2318687 nChanged 2
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Mstep: Class 1 contains 31529 members
Mstep: Class 2 contains 1519 members
Entering Unmasked Estep
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Iteration 146Q: 3 clusters Score -2318685 nChanged 5
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Mstep: Class 1 contains 31534 members
Mstep: Class 2 contains 1514 members
Entering Unmasked Estep
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Iteration 147Q: 3 clusters Score -2318689 nChanged 5
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Mstep: Class 1 contains 31539 members
Mstep: Class 2 contains 1509 members
Entering Unmasked Estep
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Iteration 148Q: 3 clusters Score -2318688 nChanged 7
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Mstep: Class 1 contains 31546 members
Mstep: Class 2 contains 1502 members
Entering Unmasked Estep
Score: -2318692.250000 Penalty: 3381.857666
Iteration 149Q: 3 clusters Score -2318692 nChanged 5
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Mstep: Class 1 contains 31551 members
Mstep: Class 2 contains 1497 members
Entering Unmasked Estep
Score: -2318694.250000 Penalty: 3381.857666
Iteration 150Q: 3 clusters Score -2318694 nChanged 4
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Mstep: Class 1 contains 31555 members
Mstep: Class 2 contains 1493 members
Entering Unmasked Estep
Score: -2318696.500000 Penalty: 3381.857666
Iteration 151Q: 3 clusters Score -2318696 nChanged 3
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Mstep: Class 1 contains 31558 members
Mstep: Class 2 contains 1490 members
Entering Unmasked Estep
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Iteration 152Q: 3 clusters Score -2318694 nChanged 2
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Mstep: Class 1 contains 31560 members
Mstep: Class 2 contains 1488 members
Entering Unmasked Estep
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Iteration 153Q: 3 clusters Score -2318695 nChanged 2
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Mstep: Class 1 contains 31562 members
Mstep: Class 2 contains 1486 members
Entering Unmasked Estep
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Iteration 154Q: 3 clusters Score -2318693 nChanged 4
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Mstep: Class 1 contains 31566 members
Mstep: Class 2 contains 1482 members
Entering Unmasked Estep
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Iteration 155Q: 3 clusters Score -2318696 nChanged 3
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Mstep: Class 1 contains 31567 members
Mstep: Class 2 contains 1481 members
Entering Unmasked Estep
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Iteration 156Q: 3 clusters Score -2318693 nChanged 2
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Mstep: Class 1 contains 31569 members
Mstep: Class 2 contains 1479 members
Entering Unmasked Estep
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Iteration 157Q: 3 clusters Score -2318698 nChanged 4
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Mstep: Class 1 contains 31571 members
Mstep: Class 2 contains 1477 members
Entering Unmasked Estep
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Iteration 158Q: 3 clusters Score -2318698 nChanged 3
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Mstep: Class 1 contains 31574 members
Mstep: Class 2 contains 1474 members
Entering Unmasked Estep
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Iteration 159Q: 3 clusters Score -2318698 nChanged 2
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Mstep: Class 1 contains 31576 members
Mstep: Class 2 contains 1472 members
Entering Unmasked Estep
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Iteration 160F: 3 clusters Score -2318698 nChanged 3
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Mstep: Class 1 contains 31579 members
Mstep: Class 2 contains 1469 members
Entering Unmasked Estep
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Iteration 161Q: 3 clusters Score -2318695 nChanged 2
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Mstep: Class 1 contains 31581 members
Mstep: Class 2 contains 1467 members
Entering Unmasked Estep
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Iteration 162Q: 3 clusters Score -2318698 nChanged 7
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Mstep: Class 1 contains 31588 members
Mstep: Class 2 contains 1460 members
Entering Unmasked Estep
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Iteration 163Q: 3 clusters Score -2318697 nChanged 5
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Mstep: Class 1 contains 31593 members
Mstep: Class 2 contains 1455 members
Entering Unmasked Estep
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Iteration 164Q: 3 clusters Score -2318699 nChanged 6
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Mstep: Class 1 contains 31599 members
Mstep: Class 2 contains 1449 members
Entering Unmasked Estep
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Iteration 165Q: 3 clusters Score -2318698 nChanged 5
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Mstep: Class 1 contains 31604 members
Mstep: Class 2 contains 1444 members
Entering Unmasked Estep
Score: -2318701.250000 Penalty: 3381.857666
Iteration 166Q: 3 clusters Score -2318701 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31608 members
Mstep: Class 2 contains 1440 members
Entering Unmasked Estep
Score: -2318701.000000 Penalty: 3381.857666
Iteration 167Q: 3 clusters Score -2318701 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31614 members
Mstep: Class 2 contains 1434 members
Entering Unmasked Estep
Score: -2318701.500000 Penalty: 3381.857666
Iteration 168Q: 3 clusters Score -2318702 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31616 members
Mstep: Class 2 contains 1432 members
Entering Unmasked Estep
Score: -2318702.750000 Penalty: 3381.857666
Iteration 169Q: 3 clusters Score -2318703 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31617 members
Mstep: Class 2 contains 1431 members
Entering Unmasked Estep
Score: -2318700.500000 Penalty: 3381.857666
Iteration 170Q: 3 clusters Score -2318700 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31619 members
Mstep: Class 2 contains 1429 members
Entering Unmasked Estep
Score: -2318701.000000 Penalty: 3381.857666
Iteration 171Q: 3 clusters Score -2318701 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31622 members
Mstep: Class 2 contains 1426 members
Entering Unmasked Estep
Score: -2318701.500000 Penalty: 3381.857666
Iteration 172Q: 3 clusters Score -2318702 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31627 members
Mstep: Class 2 contains 1421 members
Entering Unmasked Estep
Score: -2318702.500000 Penalty: 3381.857666
Iteration 173Q: 3 clusters Score -2318702 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31629 members
Mstep: Class 2 contains 1419 members
Entering Unmasked Estep
Score: -2318704.500000 Penalty: 3381.857666
Iteration 174Q: 3 clusters Score -2318704 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31630 members
Mstep: Class 2 contains 1418 members
Entering Unmasked Estep
Score: -2318703.250000 Penalty: 3381.857666
Iteration 175Q: 3 clusters Score -2318703 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31630 members
Mstep: Class 2 contains 1418 members
Entering Unmasked Estep
Score: -2318703.250000 Penalty: 3381.857666
Iteration 176F: 3 clusters Score -2318703 nChanged 0
Entering ConstructFrom:
Trying to split cluster 8 (4024 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4024 members
Entering Unmasked Estep
Score: -268062.062500 Penalty: 1348.755127
Iteration 0F: 2 clusters Score -268062.1 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1982 members
Mstep: Class 2 contains 2042 members
Entering Unmasked Estep
Score: -264691.125000 Penalty: 2697.510254
Iteration 0F: 3 clusters Score -264691.1 nChanged 1581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1943 members
Mstep: Class 2 contains 2081 members
Entering Unmasked Estep
Score: -265563.531250 Penalty: 2697.510254
Iteration 1F: 3 clusters Score -265563.5 nChanged 284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1913 members
Mstep: Class 2 contains 2111 members
Entering Unmasked Estep
Score: -265732.468750 Penalty: 2697.510254
Iteration 2F: 3 clusters Score -265732.5 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1900 members
Mstep: Class 2 contains 2124 members
Entering Unmasked Estep
Score: -265851.812500 Penalty: 2697.510254
Iteration 3F: 3 clusters Score -265851.8 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1876 members
Mstep: Class 2 contains 2148 members
Entering Unmasked Estep
Score: -265929.968750 Penalty: 2697.510254
Iteration 4Q: 3 clusters Score -265930 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1853 members
Mstep: Class 2 contains 2171 members
Entering Unmasked Estep
Score: -265992.437500 Penalty: 2697.510254
Iteration 5Q: 3 clusters Score -265992.4 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1825 members
Mstep: Class 2 contains 2199 members
Entering Unmasked Estep
Score: -266062.750000 Penalty: 2697.510254
Iteration 6Q: 3 clusters Score -266062.8 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1789 members
Mstep: Class 2 contains 2235 members
Entering Unmasked Estep
Score: -266143.156250 Penalty: 2697.510254
Iteration 7Q: 3 clusters Score -266143.2 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1750 members
Mstep: Class 2 contains 2274 members
Entering Unmasked Estep
Score: -266256.156250 Penalty: 2697.510254
Iteration 8Q: 3 clusters Score -266256.2 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1723 members
Mstep: Class 2 contains 2301 members
Entering Unmasked Estep
Score: -266368.968750 Penalty: 2697.510254
Iteration 9Q: 3 clusters Score -266369 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1680 members
Mstep: Class 2 contains 2344 members
Entering Unmasked Estep
Score: -266478.312500 Penalty: 2697.510254
Iteration 10Q: 3 clusters Score -266478.3 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1653 members
Mstep: Class 2 contains 2371 members
Entering Unmasked Estep
Score: -266577.906250 Penalty: 2697.510254
Iteration 11Q: 3 clusters Score -266577.9 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1630 members
Mstep: Class 2 contains 2394 members
Entering Unmasked Estep
Score: -266671.531250 Penalty: 2697.510254
Iteration 12Q: 3 clusters Score -266671.5 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1616 members
Mstep: Class 2 contains 2408 members
Entering Unmasked Estep
Score: -266758.437500 Penalty: 2697.510254
Iteration 13Q: 3 clusters Score -266758.4 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1602 members
Mstep: Class 2 contains 2422 members
Entering Unmasked Estep
Score: -266810.125000 Penalty: 2697.510254
Iteration 14Q: 3 clusters Score -266810.1 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1586 members
Mstep: Class 2 contains 2438 members
Entering Unmasked Estep
Score: -266841.656250 Penalty: 2697.510254
Iteration 15Q: 3 clusters Score -266841.7 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1588 members
Mstep: Class 2 contains 2436 members
Entering Unmasked Estep
Score: -266860.718750 Penalty: 2697.510254
Iteration 16Q: 3 clusters Score -266860.7 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1591 members
Mstep: Class 2 contains 2433 members
Entering Unmasked Estep
Score: -266871.843750 Penalty: 2697.510254
Iteration 17Q: 3 clusters Score -266871.8 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1592 members
Mstep: Class 2 contains 2432 members
Entering Unmasked Estep
Score: -266882.812500 Penalty: 2697.510254
Iteration 18Q: 3 clusters Score -266882.8 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1593 members
Mstep: Class 2 contains 2431 members
Entering Unmasked Estep
Score: -266892.562500 Penalty: 2697.510254
Iteration 19Q: 3 clusters Score -266892.6 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1596 members
Mstep: Class 2 contains 2428 members
Entering Unmasked Estep
Score: -266902.906250 Penalty: 2697.510254
Iteration 20F: 3 clusters Score -266902.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1601 members
Mstep: Class 2 contains 2423 members
Entering Unmasked Estep
Score: -266909.437500 Penalty: 2697.510254
Iteration 21Q: 3 clusters Score -266909.4 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1608 members
Mstep: Class 2 contains 2416 members
Entering Unmasked Estep
Score: -266915.031250 Penalty: 2697.510254
Iteration 22Q: 3 clusters Score -266915 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1614 members
Mstep: Class 2 contains 2410 members
Entering Unmasked Estep
Score: -266921.187500 Penalty: 2697.510254
Iteration 23Q: 3 clusters Score -266921.2 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1622 members
Mstep: Class 2 contains 2402 members
Entering Unmasked Estep
Score: -266924.093750 Penalty: 2697.510254
Iteration 24Q: 3 clusters Score -266924.1 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1628 members
Mstep: Class 2 contains 2396 members
Entering Unmasked Estep
Score: -266927.656250 Penalty: 2697.510254
Iteration 25Q: 3 clusters Score -266927.7 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1642 members
Mstep: Class 2 contains 2382 members
Entering Unmasked Estep
Score: -266934.125000 Penalty: 2697.510254
Iteration 26Q: 3 clusters Score -266934.1 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1659 members
Mstep: Class 2 contains 2365 members
Entering Unmasked Estep
Score: -266943.656250 Penalty: 2697.510254
Iteration 27Q: 3 clusters Score -266943.7 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1680 members
Mstep: Class 2 contains 2344 members
Entering Unmasked Estep
Score: -266954.968750 Penalty: 2697.510254
Iteration 28Q: 3 clusters Score -266955 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1696 members
Mstep: Class 2 contains 2328 members
Entering Unmasked Estep
Score: -266962.812500 Penalty: 2697.510254
Iteration 29Q: 3 clusters Score -266962.8 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1711 members
Mstep: Class 2 contains 2313 members
Entering Unmasked Estep
Score: -266967.625000 Penalty: 2697.510254
Iteration 30Q: 3 clusters Score -266967.6 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1725 members
Mstep: Class 2 contains 2299 members
Entering Unmasked Estep
Score: -266974.562500 Penalty: 2697.510254
Iteration 31Q: 3 clusters Score -266974.6 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1739 members
Mstep: Class 2 contains 2285 members
Entering Unmasked Estep
Score: -266981.656250 Penalty: 2697.510254
Iteration 32Q: 3 clusters Score -266981.7 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1748 members
Mstep: Class 2 contains 2276 members
Entering Unmasked Estep
Score: -266988.812500 Penalty: 2697.510254
Iteration 33Q: 3 clusters Score -266988.8 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1756 members
Mstep: Class 2 contains 2268 members
Entering Unmasked Estep
Score: -266995.875000 Penalty: 2697.510254
Iteration 34Q: 3 clusters Score -266995.9 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1766 members
Mstep: Class 2 contains 2258 members
Entering Unmasked Estep
Score: -267001.062500 Penalty: 2697.510254
Iteration 35Q: 3 clusters Score -267001.1 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1778 members
Mstep: Class 2 contains 2246 members
Entering Unmasked Estep
Score: -267005.593750 Penalty: 2697.510254
Iteration 36Q: 3 clusters Score -267005.6 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1784 members
Mstep: Class 2 contains 2240 members
Entering Unmasked Estep
Score: -267011.593750 Penalty: 2697.510254
Iteration 37Q: 3 clusters Score -267011.6 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1789 members
Mstep: Class 2 contains 2235 members
Entering Unmasked Estep
Score: -267015.843750 Penalty: 2697.510254
Iteration 38Q: 3 clusters Score -267015.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1791 members
Mstep: Class 2 contains 2233 members
Entering Unmasked Estep
Score: -267017.437500 Penalty: 2697.510254
Iteration 39Q: 3 clusters Score -267017.4 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1793 members
Mstep: Class 2 contains 2231 members
Entering Unmasked Estep
Score: -267018.062500 Penalty: 2697.510254
Iteration 40F: 3 clusters Score -267018.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1796 members
Mstep: Class 2 contains 2228 members
Entering Unmasked Estep
Score: -267018.968750 Penalty: 2697.510254
Iteration 41Q: 3 clusters Score -267019 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1798 members
Mstep: Class 2 contains 2226 members
Entering Unmasked Estep
Score: -267019.937500 Penalty: 2697.510254
Iteration 42Q: 3 clusters Score -267019.9 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1801 members
Mstep: Class 2 contains 2223 members
Entering Unmasked Estep
Score: -267020.281250 Penalty: 2697.510254
Iteration 43Q: 3 clusters Score -267020.3 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1802 members
Mstep: Class 2 contains 2222 members
Entering Unmasked Estep
Score: -267020.375000 Penalty: 2697.510254
Iteration 44Q: 3 clusters Score -267020.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1804 members
Mstep: Class 2 contains 2220 members
Entering Unmasked Estep
Score: -267021.062500 Penalty: 2697.510254
Iteration 45Q: 3 clusters Score -267021.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1805 members
Mstep: Class 2 contains 2219 members
Entering Unmasked Estep
Score: -267021.093750 Penalty: 2697.510254
Iteration 46Q: 3 clusters Score -267021.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1808 members
Mstep: Class 2 contains 2216 members
Entering Unmasked Estep
Score: -267022.031250 Penalty: 2697.510254
Iteration 47Q: 3 clusters Score -267022 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1813 members
Mstep: Class 2 contains 2211 members
Entering Unmasked Estep
Score: -267022.781250 Penalty: 2697.510254
Iteration 48Q: 3 clusters Score -267022.8 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1820 members
Mstep: Class 2 contains 2204 members
Entering Unmasked Estep
Score: -267026.406250 Penalty: 2697.510254
Iteration 49Q: 3 clusters Score -267026.4 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1828 members
Mstep: Class 2 contains 2196 members
Entering Unmasked Estep
Score: -267029.687500 Penalty: 2697.510254
Iteration 50Q: 3 clusters Score -267029.7 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1837 members
Mstep: Class 2 contains 2187 members
Entering Unmasked Estep
Score: -267033.750000 Penalty: 2697.510254
Iteration 51Q: 3 clusters Score -267033.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1844 members
Mstep: Class 2 contains 2180 members
Entering Unmasked Estep
Score: -267041.281250 Penalty: 2697.510254
Iteration 52Q: 3 clusters Score -267041.3 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1856 members
Mstep: Class 2 contains 2168 members
Entering Unmasked Estep
Score: -267049.687500 Penalty: 2697.510254
Iteration 53Q: 3 clusters Score -267049.7 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1866 members
Mstep: Class 2 contains 2158 members
Entering Unmasked Estep
Score: -267055.437500 Penalty: 2697.510254
Iteration 54Q: 3 clusters Score -267055.4 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1875 members
Mstep: Class 2 contains 2149 members
Entering Unmasked Estep
Score: -267059.625000 Penalty: 2697.510254
Iteration 55Q: 3 clusters Score -267059.6 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1882 members
Mstep: Class 2 contains 2142 members
Entering Unmasked Estep
Score: -267063.875000 Penalty: 2697.510254
Iteration 56Q: 3 clusters Score -267063.9 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1895 members
Mstep: Class 2 contains 2129 members
Entering Unmasked Estep
Score: -267071.562500 Penalty: 2697.510254
Iteration 57Q: 3 clusters Score -267071.6 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1911 members
Mstep: Class 2 contains 2113 members
Entering Unmasked Estep
Score: -267081.375000 Penalty: 2697.510254
Iteration 58Q: 3 clusters Score -267081.4 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1934 members
Mstep: Class 2 contains 2090 members
Entering Unmasked Estep
Score: -267095.093750 Penalty: 2697.510254
Iteration 59Q: 3 clusters Score -267095.1 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1952 members
Mstep: Class 2 contains 2072 members
Entering Unmasked Estep
Score: -267119.125000 Penalty: 2697.510254
Iteration 60F: 3 clusters Score -267119.1 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1981 members
Mstep: Class 2 contains 2043 members
Entering Unmasked Estep
Score: -267144.093750 Penalty: 2697.510254
Iteration 61Q: 3 clusters Score -267144.1 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1998 members
Mstep: Class 2 contains 2026 members
Entering Unmasked Estep
Score: -267154.125000 Penalty: 2697.510254
Iteration 62Q: 3 clusters Score -267154.1 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2017 members
Mstep: Class 2 contains 2007 members
Entering Unmasked Estep
Score: -267165.468750 Penalty: 2697.510254
Iteration 63Q: 3 clusters Score -267165.5 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2035 members
Mstep: Class 2 contains 1989 members
Entering Unmasked Estep
Score: -267174.343750 Penalty: 2697.510254
Iteration 64Q: 3 clusters Score -267174.3 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2039 members
Mstep: Class 2 contains 1985 members
Entering Unmasked Estep
Score: -267179.718750 Penalty: 2697.510254
Iteration 65Q: 3 clusters Score -267179.7 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2039 members
Mstep: Class 2 contains 1985 members
Entering Unmasked Estep
Score: -267185.250000 Penalty: 2697.510254
Iteration 66Q: 3 clusters Score -267185.2 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2044 members
Mstep: Class 2 contains 1980 members
Entering Unmasked Estep
Score: -267187.875000 Penalty: 2697.510254
Iteration 67Q: 3 clusters Score -267187.9 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2052 members
Mstep: Class 2 contains 1972 members
Entering Unmasked Estep
Score: -267190.750000 Penalty: 2697.510254
Iteration 68Q: 3 clusters Score -267190.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2057 members
Mstep: Class 2 contains 1967 members
Entering Unmasked Estep
Score: -267191.812500 Penalty: 2697.510254
Iteration 69Q: 3 clusters Score -267191.8 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2065 members
Mstep: Class 2 contains 1959 members
Entering Unmasked Estep
Score: -267193.125000 Penalty: 2697.510254
Iteration 70Q: 3 clusters Score -267193.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2068 members
Mstep: Class 2 contains 1956 members
Entering Unmasked Estep
Score: -267194.968750 Penalty: 2697.510254
Iteration 71Q: 3 clusters Score -267195 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2069 members
Mstep: Class 2 contains 1955 members
Entering Unmasked Estep
Score: -267194.593750 Penalty: 2697.510254
Iteration 72Q: 3 clusters Score -267194.6 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2069 members
Mstep: Class 2 contains 1955 members
Entering Unmasked Estep
Score: -267194.593750 Penalty: 2697.510254
Iteration 73F: 3 clusters Score -267194.6 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (26247 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26247 members
Entering Unmasked Estep
Score: -1841501.875000 Penalty: 1653.487427
Iteration 0F: 2 clusters Score -1841502 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13235 members
Mstep: Class 2 contains 13012 members
Entering Unmasked Estep
Score: -1823813.625000 Penalty: 3306.974854
Iteration 0F: 3 clusters Score -1823814 nChanged 12051
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13792 members
Mstep: Class 2 contains 12455 members
Entering Unmasked Estep
Score: -1830416.250000 Penalty: 3306.974854
Iteration 1F: 3 clusters Score -1830416 nChanged 1237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14225 members
Mstep: Class 2 contains 12022 members
Entering Unmasked Estep
Score: -1830868.000000 Penalty: 3306.974854
Iteration 2Q: 3 clusters Score -1830868 nChanged 1250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14847 members
Mstep: Class 2 contains 11400 members
Entering Unmasked Estep
Score: -1831393.250000 Penalty: 3306.974854
Iteration 3Q: 3 clusters Score -1831393 nChanged 1292
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15697 members
Mstep: Class 2 contains 10550 members
Entering Unmasked Estep
Score: -1832012.625000 Penalty: 3306.974854
Iteration 4Q: 3 clusters Score -1832013 nChanged 1320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16739 members
Mstep: Class 2 contains 9508 members
Entering Unmasked Estep
Score: -1832750.125000 Penalty: 3306.974854
Iteration 5F: 3 clusters Score -1832750 nChanged 1475
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18002 members
Mstep: Class 2 contains 8245 members
Entering Unmasked Estep
Score: -1833708.875000 Penalty: 3306.974854
Iteration 6F: 3 clusters Score -1833709 nChanged 1577
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19429 members
Mstep: Class 2 contains 6818 members
Entering Unmasked Estep
Score: -1834814.750000 Penalty: 3306.974854
Iteration 7F: 3 clusters Score -1834815 nChanged 1560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20901 members
Mstep: Class 2 contains 5346 members
Entering Unmasked Estep
Score: -1835988.125000 Penalty: 3306.974854
Iteration 8F: 3 clusters Score -1835988 nChanged 1435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22288 members
Mstep: Class 2 contains 3959 members
Entering Unmasked Estep
Score: -1837126.500000 Penalty: 3306.974854
Iteration 9F: 3 clusters Score -1837126 nChanged 1181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23437 members
Mstep: Class 2 contains 2810 members
Entering Unmasked Estep
Score: -1838073.375000 Penalty: 3306.974854
Iteration 10Q: 3 clusters Score -1838073 nChanged 863
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24282 members
Mstep: Class 2 contains 1965 members
Entering Unmasked Estep
Score: -1838768.500000 Penalty: 3306.974854
Iteration 11Q: 3 clusters Score -1838768 nChanged 589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24855 members
Mstep: Class 2 contains 1392 members
Entering Unmasked Estep
Score: -1839250.000000 Penalty: 3306.974854
Iteration 12Q: 3 clusters Score -1839250 nChanged 404
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25237 members
Mstep: Class 2 contains 1010 members
Entering Unmasked Estep
Score: -1839588.625000 Penalty: 3306.974854
Iteration 13Q: 3 clusters Score -1839589 nChanged 234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25457 members
Mstep: Class 2 contains 790 members
Entering Unmasked Estep
Score: -1839769.625000 Penalty: 3306.974854
Iteration 14Q: 3 clusters Score -1839770 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25594 members
Mstep: Class 2 contains 653 members
Entering Unmasked Estep
Score: -1839880.375000 Penalty: 3306.974854
Iteration 15Q: 3 clusters Score -1839880 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25675 members
Mstep: Class 2 contains 572 members
Entering Unmasked Estep
Score: -1839948.375000 Penalty: 3306.974854
Iteration 16Q: 3 clusters Score -1839948 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25728 members
Mstep: Class 2 contains 519 members
Entering Unmasked Estep
Score: -1839994.875000 Penalty: 3306.974854
Iteration 17Q: 3 clusters Score -1839995 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25760 members
Mstep: Class 2 contains 487 members
Entering Unmasked Estep
Score: -1840021.375000 Penalty: 3306.974854
Iteration 18Q: 3 clusters Score -1840021 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25780 members
Mstep: Class 2 contains 467 members
Entering Unmasked Estep
Score: -1840034.500000 Penalty: 3306.974854
Iteration 19Q: 3 clusters Score -1840034 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25789 members
Mstep: Class 2 contains 458 members
Entering Unmasked Estep
Score: -1840041.625000 Penalty: 3306.974854
Iteration 20F: 3 clusters Score -1840042 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25801 members
Mstep: Class 2 contains 446 members
Entering Unmasked Estep
Score: -1840055.500000 Penalty: 3306.974854
Iteration 21Q: 3 clusters Score -1840056 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25816 members
Mstep: Class 2 contains 431 members
Entering Unmasked Estep
Score: -1840068.250000 Penalty: 3306.974854
Iteration 22Q: 3 clusters Score -1840068 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25824 members
Mstep: Class 2 contains 423 members
Entering Unmasked Estep
Score: -1840078.125000 Penalty: 3306.974854
Iteration 23Q: 3 clusters Score -1840078 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25833 members
Mstep: Class 2 contains 414 members
Entering Unmasked Estep
Score: -1840085.625000 Penalty: 3306.974854
Iteration 24Q: 3 clusters Score -1840086 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25837 members
Mstep: Class 2 contains 410 members
Entering Unmasked Estep
Score: -1840093.250000 Penalty: 3306.974854
Iteration 25Q: 3 clusters Score -1840093 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25842 members
Mstep: Class 2 contains 405 members
Entering Unmasked Estep
Score: -1840095.625000 Penalty: 3306.974854
Iteration 26Q: 3 clusters Score -1840096 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25842 members
Mstep: Class 2 contains 405 members
Entering Unmasked Estep
Score: -1840095.625000 Penalty: 3306.974854
Iteration 27F: 3 clusters Score -1840096 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (18821 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18821 members
Entering Unmasked Estep
Score: -1313230.750000 Penalty: 1599.443359
Iteration 0F: 2 clusters Score -1313231 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9416 members
Mstep: Class 2 contains 9405 members
Entering Unmasked Estep
Score: -1300371.500000 Penalty: 3198.886719
Iteration 0F: 3 clusters Score -1300372 nChanged 8485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9437 members
Mstep: Class 2 contains 9384 members
Entering Unmasked Estep
Score: -1304954.375000 Penalty: 3198.886719
Iteration 1F: 3 clusters Score -1304954 nChanged 958
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9453 members
Mstep: Class 2 contains 9368 members
Entering Unmasked Estep
Score: -1305295.750000 Penalty: 3198.886719
Iteration 2F: 3 clusters Score -1305296 nChanged 817
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9512 members
Mstep: Class 2 contains 9309 members
Entering Unmasked Estep
Score: -1305552.375000 Penalty: 3198.886719
Iteration 3Q: 3 clusters Score -1305552 nChanged 716
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9614 members
Mstep: Class 2 contains 9207 members
Entering Unmasked Estep
Score: -1305761.625000 Penalty: 3198.886719
Iteration 4Q: 3 clusters Score -1305762 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9768 members
Mstep: Class 2 contains 9053 members
Entering Unmasked Estep
Score: -1305960.500000 Penalty: 3198.886719
Iteration 5Q: 3 clusters Score -1305960 nChanged 616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9928 members
Mstep: Class 2 contains 8893 members
Entering Unmasked Estep
Score: -1306158.750000 Penalty: 3198.886719
Iteration 6Q: 3 clusters Score -1306159 nChanged 648
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10162 members
Mstep: Class 2 contains 8659 members
Entering Unmasked Estep
Score: -1306412.375000 Penalty: 3198.886719
Iteration 7Q: 3 clusters Score -1306412 nChanged 718
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10470 members
Mstep: Class 2 contains 8351 members
Entering Unmasked Estep
Score: -1306724.375000 Penalty: 3198.886719
Iteration 8Q: 3 clusters Score -1306724 nChanged 784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10806 members
Mstep: Class 2 contains 8015 members
Entering Unmasked Estep
Score: -1307159.125000 Penalty: 3198.886719
Iteration 9Q: 3 clusters Score -1307159 nChanged 911
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11235 members
Mstep: Class 2 contains 7586 members
Entering Unmasked Estep
Score: -1307747.250000 Penalty: 3198.886719
Iteration 10Q: 3 clusters Score -1307747 nChanged 1008
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11741 members
Mstep: Class 2 contains 7080 members
Entering Unmasked Estep
Score: -1308450.625000 Penalty: 3198.886719
Iteration 11F: 3 clusters Score -1308451 nChanged 943
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12196 members
Mstep: Class 2 contains 6625 members
Entering Unmasked Estep
Score: -1309098.625000 Penalty: 3198.886719
Iteration 12F: 3 clusters Score -1309099 nChanged 841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12603 members
Mstep: Class 2 contains 6218 members
Entering Unmasked Estep
Score: -1309633.375000 Penalty: 3198.886719
Iteration 13Q: 3 clusters Score -1309633 nChanged 647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12966 members
Mstep: Class 2 contains 5855 members
Entering Unmasked Estep
Score: -1309978.875000 Penalty: 3198.886719
Iteration 14Q: 3 clusters Score -1309979 nChanged 468
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13242 members
Mstep: Class 2 contains 5579 members
Entering Unmasked Estep
Score: -1310194.375000 Penalty: 3198.886719
Iteration 15Q: 3 clusters Score -1310194 nChanged 377
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13487 members
Mstep: Class 2 contains 5334 members
Entering Unmasked Estep
Score: -1310351.625000 Penalty: 3198.886719
Iteration 16Q: 3 clusters Score -1310352 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13714 members
Mstep: Class 2 contains 5107 members
Entering Unmasked Estep
Score: -1310498.125000 Penalty: 3198.886719
Iteration 17Q: 3 clusters Score -1310498 nChanged 286
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13934 members
Mstep: Class 2 contains 4887 members
Entering Unmasked Estep
Score: -1310635.125000 Penalty: 3198.886719
Iteration 18Q: 3 clusters Score -1310635 nChanged 293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14147 members
Mstep: Class 2 contains 4674 members
Entering Unmasked Estep
Score: -1310764.125000 Penalty: 3198.886719
Iteration 19Q: 3 clusters Score -1310764 nChanged 263
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14338 members
Mstep: Class 2 contains 4483 members
Entering Unmasked Estep
Score: -1310876.000000 Penalty: 3198.886719
Iteration 20F: 3 clusters Score -1310876 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14504 members
Mstep: Class 2 contains 4317 members
Entering Unmasked Estep
Score: -1310973.875000 Penalty: 3198.886719
Iteration 21Q: 3 clusters Score -1310974 nChanged 214
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14670 members
Mstep: Class 2 contains 4151 members
Entering Unmasked Estep
Score: -1311077.875000 Penalty: 3198.886719
Iteration 22Q: 3 clusters Score -1311078 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14803 members
Mstep: Class 2 contains 4018 members
Entering Unmasked Estep
Score: -1311169.500000 Penalty: 3198.886719
Iteration 23Q: 3 clusters Score -1311170 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14929 members
Mstep: Class 2 contains 3892 members
Entering Unmasked Estep
Score: -1311238.875000 Penalty: 3198.886719
Iteration 24Q: 3 clusters Score -1311239 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15041 members
Mstep: Class 2 contains 3780 members
Entering Unmasked Estep
Score: -1311297.750000 Penalty: 3198.886719
Iteration 25Q: 3 clusters Score -1311298 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15152 members
Mstep: Class 2 contains 3669 members
Entering Unmasked Estep
Score: -1311360.375000 Penalty: 3198.886719
Iteration 26Q: 3 clusters Score -1311360 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15247 members
Mstep: Class 2 contains 3574 members
Entering Unmasked Estep
Score: -1311414.125000 Penalty: 3198.886719
Iteration 27Q: 3 clusters Score -1311414 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15341 members
Mstep: Class 2 contains 3480 members
Entering Unmasked Estep
Score: -1311469.625000 Penalty: 3198.886719
Iteration 28Q: 3 clusters Score -1311470 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15449 members
Mstep: Class 2 contains 3372 members
Entering Unmasked Estep
Score: -1311523.125000 Penalty: 3198.886719
Iteration 29Q: 3 clusters Score -1311523 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15553 members
Mstep: Class 2 contains 3268 members
Entering Unmasked Estep
Score: -1311569.625000 Penalty: 3198.886719
Iteration 30Q: 3 clusters Score -1311570 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15654 members
Mstep: Class 2 contains 3167 members
Entering Unmasked Estep
Score: -1311612.250000 Penalty: 3198.886719
Iteration 31Q: 3 clusters Score -1311612 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15756 members
Mstep: Class 2 contains 3065 members
Entering Unmasked Estep
Score: -1311654.250000 Penalty: 3198.886719
Iteration 32Q: 3 clusters Score -1311654 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15840 members
Mstep: Class 2 contains 2981 members
Entering Unmasked Estep
Score: -1311682.000000 Penalty: 3198.886719
Iteration 33Q: 3 clusters Score -1311682 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15916 members
Mstep: Class 2 contains 2905 members
Entering Unmasked Estep
Score: -1311709.250000 Penalty: 3198.886719
Iteration 34Q: 3 clusters Score -1311709 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15986 members
Mstep: Class 2 contains 2835 members
Entering Unmasked Estep
Score: -1311731.375000 Penalty: 3198.886719
Iteration 35Q: 3 clusters Score -1311731 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16036 members
Mstep: Class 2 contains 2785 members
Entering Unmasked Estep
Score: -1311745.875000 Penalty: 3198.886719
Iteration 36Q: 3 clusters Score -1311746 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16082 members
Mstep: Class 2 contains 2739 members
Entering Unmasked Estep
Score: -1311762.000000 Penalty: 3198.886719
Iteration 37Q: 3 clusters Score -1311762 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16118 members
Mstep: Class 2 contains 2703 members
Entering Unmasked Estep
Score: -1311768.375000 Penalty: 3198.886719
Iteration 38Q: 3 clusters Score -1311768 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16165 members
Mstep: Class 2 contains 2656 members
Entering Unmasked Estep
Score: -1311785.375000 Penalty: 3198.886719
Iteration 39Q: 3 clusters Score -1311785 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16209 members
Mstep: Class 2 contains 2612 members
Entering Unmasked Estep
Score: -1311790.125000 Penalty: 3198.886719
Iteration 40F: 3 clusters Score -1311790 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16243 members
Mstep: Class 2 contains 2578 members
Entering Unmasked Estep
Score: -1311796.250000 Penalty: 3198.886719
Iteration 41Q: 3 clusters Score -1311796 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16266 members
Mstep: Class 2 contains 2555 members
Entering Unmasked Estep
Score: -1311801.500000 Penalty: 3198.886719
Iteration 42Q: 3 clusters Score -1311802 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16297 members
Mstep: Class 2 contains 2524 members
Entering Unmasked Estep
Score: -1311808.375000 Penalty: 3198.886719
Iteration 43Q: 3 clusters Score -1311808 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16333 members
Mstep: Class 2 contains 2488 members
Entering Unmasked Estep
Score: -1311817.250000 Penalty: 3198.886719
Iteration 44Q: 3 clusters Score -1311817 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16358 members
Mstep: Class 2 contains 2463 members
Entering Unmasked Estep
Score: -1311824.750000 Penalty: 3198.886719
Iteration 45Q: 3 clusters Score -1311825 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16386 members
Mstep: Class 2 contains 2435 members
Entering Unmasked Estep
Score: -1311829.375000 Penalty: 3198.886719
Iteration 46Q: 3 clusters Score -1311829 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16411 members
Mstep: Class 2 contains 2410 members
Entering Unmasked Estep
Score: -1311834.125000 Penalty: 3198.886719
Iteration 47Q: 3 clusters Score -1311834 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16432 members
Mstep: Class 2 contains 2389 members
Entering Unmasked Estep
Score: -1311836.375000 Penalty: 3198.886719
Iteration 48Q: 3 clusters Score -1311836 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16448 members
Mstep: Class 2 contains 2373 members
Entering Unmasked Estep
Score: -1311841.500000 Penalty: 3198.886719
Iteration 49Q: 3 clusters Score -1311842 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16467 members
Mstep: Class 2 contains 2354 members
Entering Unmasked Estep
Score: -1311845.875000 Penalty: 3198.886719
Iteration 50Q: 3 clusters Score -1311846 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16486 members
Mstep: Class 2 contains 2335 members
Entering Unmasked Estep
Score: -1311848.625000 Penalty: 3198.886719
Iteration 51Q: 3 clusters Score -1311849 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16496 members
Mstep: Class 2 contains 2325 members
Entering Unmasked Estep
Score: -1311847.750000 Penalty: 3198.886719
Iteration 52Q: 3 clusters Score -1311848 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16503 members
Mstep: Class 2 contains 2318 members
Entering Unmasked Estep
Score: -1311851.625000 Penalty: 3198.886719
Iteration 53Q: 3 clusters Score -1311852 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16513 members
Mstep: Class 2 contains 2308 members
Entering Unmasked Estep
Score: -1311852.375000 Penalty: 3198.886719
Iteration 54Q: 3 clusters Score -1311852 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16524 members
Mstep: Class 2 contains 2297 members
Entering Unmasked Estep
Score: -1311854.875000 Penalty: 3198.886719
Iteration 55Q: 3 clusters Score -1311855 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16533 members
Mstep: Class 2 contains 2288 members
Entering Unmasked Estep
Score: -1311857.375000 Penalty: 3198.886719
Iteration 56Q: 3 clusters Score -1311857 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16542 members
Mstep: Class 2 contains 2279 members
Entering Unmasked Estep
Score: -1311860.250000 Penalty: 3198.886719
Iteration 57Q: 3 clusters Score -1311860 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16553 members
Mstep: Class 2 contains 2268 members
Entering Unmasked Estep
Score: -1311858.625000 Penalty: 3198.886719
Iteration 58Q: 3 clusters Score -1311859 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16569 members
Mstep: Class 2 contains 2252 members
Entering Unmasked Estep
Score: -1311859.250000 Penalty: 3198.886719
Iteration 59Q: 3 clusters Score -1311859 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16583 members
Mstep: Class 2 contains 2238 members
Entering Unmasked Estep
Score: -1311864.250000 Penalty: 3198.886719
Iteration 60F: 3 clusters Score -1311864 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16595 members
Mstep: Class 2 contains 2226 members
Entering Unmasked Estep
Score: -1311865.000000 Penalty: 3198.886719
Iteration 61Q: 3 clusters Score -1311865 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16604 members
Mstep: Class 2 contains 2217 members
Entering Unmasked Estep
Score: -1311863.625000 Penalty: 3198.886719
Iteration 62Q: 3 clusters Score -1311864 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16610 members
Mstep: Class 2 contains 2211 members
Entering Unmasked Estep
Score: -1311867.125000 Penalty: 3198.886719
Iteration 63Q: 3 clusters Score -1311867 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16617 members
Mstep: Class 2 contains 2204 members
Entering Unmasked Estep
Score: -1311865.750000 Penalty: 3198.886719
Iteration 64Q: 3 clusters Score -1311866 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16627 members
Mstep: Class 2 contains 2194 members
Entering Unmasked Estep
Score: -1311867.125000 Penalty: 3198.886719
Iteration 65Q: 3 clusters Score -1311867 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16633 members
Mstep: Class 2 contains 2188 members
Entering Unmasked Estep
Score: -1311868.000000 Penalty: 3198.886719
Iteration 66Q: 3 clusters Score -1311868 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16637 members
Mstep: Class 2 contains 2184 members
Entering Unmasked Estep
Score: -1311868.250000 Penalty: 3198.886719
Iteration 67Q: 3 clusters Score -1311868 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16642 members
Mstep: Class 2 contains 2179 members
Entering Unmasked Estep
Score: -1311868.375000 Penalty: 3198.886719
Iteration 68Q: 3 clusters Score -1311868 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16646 members
Mstep: Class 2 contains 2175 members
Entering Unmasked Estep
Score: -1311870.250000 Penalty: 3198.886719
Iteration 69Q: 3 clusters Score -1311870 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16649 members
Mstep: Class 2 contains 2172 members
Entering Unmasked Estep
Score: -1311871.000000 Penalty: 3198.886719
Iteration 70Q: 3 clusters Score -1311871 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16655 members
Mstep: Class 2 contains 2166 members
Entering Unmasked Estep
Score: -1311871.625000 Penalty: 3198.886719
Iteration 71Q: 3 clusters Score -1311872 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16658 members
Mstep: Class 2 contains 2163 members
Entering Unmasked Estep
Score: -1311871.375000 Penalty: 3198.886719
Iteration 72Q: 3 clusters Score -1311871 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16660 members
Mstep: Class 2 contains 2161 members
Entering Unmasked Estep
Score: -1311871.250000 Penalty: 3198.886719
Iteration 73Q: 3 clusters Score -1311871 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16664 members
Mstep: Class 2 contains 2157 members
Entering Unmasked Estep
Score: -1311870.375000 Penalty: 3198.886719
Iteration 74Q: 3 clusters Score -1311870 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16669 members
Mstep: Class 2 contains 2152 members
Entering Unmasked Estep
Score: -1311870.750000 Penalty: 3198.886719
Iteration 75Q: 3 clusters Score -1311871 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16677 members
Mstep: Class 2 contains 2144 members
Entering Unmasked Estep
Score: -1311872.625000 Penalty: 3198.886719
Iteration 76Q: 3 clusters Score -1311873 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16679 members
Mstep: Class 2 contains 2142 members
Entering Unmasked Estep
Score: -1311871.875000 Penalty: 3198.886719
Iteration 77Q: 3 clusters Score -1311872 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16681 members
Mstep: Class 2 contains 2140 members
Entering Unmasked Estep
Score: -1311869.500000 Penalty: 3198.886719
Iteration 78Q: 3 clusters Score -1311870 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16682 members
Mstep: Class 2 contains 2139 members
Entering Unmasked Estep
Score: -1311869.625000 Penalty: 3198.886719
Iteration 79Q: 3 clusters Score -1311870 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16685 members
Mstep: Class 2 contains 2136 members
Entering Unmasked Estep
Score: -1311869.625000 Penalty: 3198.886719
Iteration 80F: 3 clusters Score -1311870 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16688 members
Mstep: Class 2 contains 2133 members
Entering Unmasked Estep
Score: -1311872.875000 Penalty: 3198.886719
Iteration 81Q: 3 clusters Score -1311873 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16691 members
Mstep: Class 2 contains 2130 members
Entering Unmasked Estep
Score: -1311870.625000 Penalty: 3198.886719
Iteration 82Q: 3 clusters Score -1311871 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16692 members
Mstep: Class 2 contains 2129 members
Entering Unmasked Estep
Score: -1311870.125000 Penalty: 3198.886719
Iteration 83Q: 3 clusters Score -1311870 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16693 members
Mstep: Class 2 contains 2128 members
Entering Unmasked Estep
Score: -1311869.750000 Penalty: 3198.886719
Iteration 84Q: 3 clusters Score -1311870 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16695 members
Mstep: Class 2 contains 2126 members
Entering Unmasked Estep
Score: -1311868.500000 Penalty: 3198.886719
Iteration 85Q: 3 clusters Score -1311868 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16695 members
Mstep: Class 2 contains 2126 members
Entering Unmasked Estep
Score: -1311868.500000 Penalty: 3198.886719
Iteration 86F: 3 clusters Score -1311868 nChanged 0
Entering ConstructFrom:
Trying to split cluster 11 (65766 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65766 members
Entering Unmasked Estep
Score: -4354825.500000 Penalty: 1802.752075
Iteration 0F: 2 clusters Score -4354826 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32796 members
Mstep: Class 2 contains 32970 members
Entering Unmasked Estep
Score: -4310931.000000 Penalty: 3605.504150
Iteration 0F: 3 clusters Score -4310931 nChanged 31042
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32402 members
Mstep: Class 2 contains 33364 members
Entering Unmasked Estep
Score: -4328410.000000 Penalty: 3605.504150
Iteration 1F: 3 clusters Score -4328410 nChanged 2186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31998 members
Mstep: Class 2 contains 33768 members
Entering Unmasked Estep
Score: -4328902.500000 Penalty: 3605.504150
Iteration 2Q: 3 clusters Score -4328902 nChanged 2248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31376 members
Mstep: Class 2 contains 34390 members
Entering Unmasked Estep
Score: -4329610.500000 Penalty: 3605.504150
Iteration 3Q: 3 clusters Score -4329610 nChanged 2615
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30469 members
Mstep: Class 2 contains 35297 members
Entering Unmasked Estep
Score: -4330671.500000 Penalty: 3605.504150
Iteration 4Q: 3 clusters Score -4330672 nChanged 3124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29159 members
Mstep: Class 2 contains 36607 members
Entering Unmasked Estep
Score: -4332282.000000 Penalty: 3605.504150
Iteration 5Q: 3 clusters Score -4332282 nChanged 3771
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27424 members
Mstep: Class 2 contains 38342 members
Entering Unmasked Estep
Score: -4334729.500000 Penalty: 3605.504150
Iteration 6F: 3 clusters Score -4334730 nChanged 4421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25271 members
Mstep: Class 2 contains 40495 members
Entering Unmasked Estep
Score: -4338185.500000 Penalty: 3605.504150
Iteration 7F: 3 clusters Score -4338186 nChanged 4713
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22954 members
Mstep: Class 2 contains 42812 members
Entering Unmasked Estep
Score: -4342409.500000 Penalty: 3605.504150
Iteration 8F: 3 clusters Score -4342410 nChanged 4344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20826 members
Mstep: Class 2 contains 44940 members
Entering Unmasked Estep
Score: -4346449.000000 Penalty: 3605.504150
Iteration 9F: 3 clusters Score -4346449 nChanged 3442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19238 members
Mstep: Class 2 contains 46528 members
Entering Unmasked Estep
Score: -4348872.500000 Penalty: 3605.504150
Iteration 10F: 3 clusters Score -4348872 nChanged 2196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18098 members
Mstep: Class 2 contains 47668 members
Entering Unmasked Estep
Score: -4349885.000000 Penalty: 3605.504150
Iteration 11Q: 3 clusters Score -4349885 nChanged 1459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17081 members
Mstep: Class 2 contains 48685 members
Entering Unmasked Estep
Score: -4350434.500000 Penalty: 3605.504150
Iteration 12Q: 3 clusters Score -4350434 nChanged 1118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16191 members
Mstep: Class 2 contains 49575 members
Entering Unmasked Estep
Score: -4350815.000000 Penalty: 3605.504150
Iteration 13Q: 3 clusters Score -4350815 nChanged 938
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15359 members
Mstep: Class 2 contains 50407 members
Entering Unmasked Estep
Score: -4351149.500000 Penalty: 3605.504150
Iteration 14Q: 3 clusters Score -4351150 nChanged 882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14537 members
Mstep: Class 2 contains 51229 members
Entering Unmasked Estep
Score: -4351462.500000 Penalty: 3605.504150
Iteration 15Q: 3 clusters Score -4351462 nChanged 825
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13752 members
Mstep: Class 2 contains 52014 members
Entering Unmasked Estep
Score: -4351727.000000 Penalty: 3605.504150
Iteration 16Q: 3 clusters Score -4351727 nChanged 794
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12990 members
Mstep: Class 2 contains 52776 members
Entering Unmasked Estep
Score: -4351963.500000 Penalty: 3605.504150
Iteration 17Q: 3 clusters Score -4351964 nChanged 733
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12285 members
Mstep: Class 2 contains 53481 members
Entering Unmasked Estep
Score: -4352165.500000 Penalty: 3605.504150
Iteration 18Q: 3 clusters Score -4352166 nChanged 698
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11599 members
Mstep: Class 2 contains 54167 members
Entering Unmasked Estep
Score: -4352348.000000 Penalty: 3605.504150
Iteration 19Q: 3 clusters Score -4352348 nChanged 660
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10945 members
Mstep: Class 2 contains 54821 members
Entering Unmasked Estep
Score: -4352551.500000 Penalty: 3605.504150
Iteration 20F: 3 clusters Score -4352552 nChanged 622
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10325 members
Mstep: Class 2 contains 55441 members
Entering Unmasked Estep
Score: -4352744.500000 Penalty: 3605.504150
Iteration 21Q: 3 clusters Score -4352744 nChanged 594
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9739 members
Mstep: Class 2 contains 56027 members
Entering Unmasked Estep
Score: -4352918.000000 Penalty: 3605.504150
Iteration 22Q: 3 clusters Score -4352918 nChanged 569
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9176 members
Mstep: Class 2 contains 56590 members
Entering Unmasked Estep
Score: -4353093.000000 Penalty: 3605.504150
Iteration 23Q: 3 clusters Score -4353093 nChanged 554
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8624 members
Mstep: Class 2 contains 57142 members
Entering Unmasked Estep
Score: -4353284.500000 Penalty: 3605.504150
Iteration 24Q: 3 clusters Score -4353284 nChanged 511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8117 members
Mstep: Class 2 contains 57649 members
Entering Unmasked Estep
Score: -4353459.000000 Penalty: 3605.504150
Iteration 25Q: 3 clusters Score -4353459 nChanged 472
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7649 members
Mstep: Class 2 contains 58117 members
Entering Unmasked Estep
Score: -4353598.000000 Penalty: 3605.504150
Iteration 26Q: 3 clusters Score -4353598 nChanged 444
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7207 members
Mstep: Class 2 contains 58559 members
Entering Unmasked Estep
Score: -4353769.000000 Penalty: 3605.504150
Iteration 27Q: 3 clusters Score -4353769 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6803 members
Mstep: Class 2 contains 58963 members
Entering Unmasked Estep
Score: -4353874.500000 Penalty: 3605.504150
Iteration 28Q: 3 clusters Score -4353874 nChanged 378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6427 members
Mstep: Class 2 contains 59339 members
Entering Unmasked Estep
Score: -4353985.500000 Penalty: 3605.504150
Iteration 29Q: 3 clusters Score -4353986 nChanged 350
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6083 members
Mstep: Class 2 contains 59683 members
Entering Unmasked Estep
Score: -4354093.500000 Penalty: 3605.504150
Iteration 30Q: 3 clusters Score -4354094 nChanged 299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5784 members
Mstep: Class 2 contains 59982 members
Entering Unmasked Estep
Score: -4354153.500000 Penalty: 3605.504150
Iteration 31Q: 3 clusters Score -4354154 nChanged 255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5531 members
Mstep: Class 2 contains 60235 members
Entering Unmasked Estep
Score: -4354226.000000 Penalty: 3605.504150
Iteration 32Q: 3 clusters Score -4354226 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5314 members
Mstep: Class 2 contains 60452 members
Entering Unmasked Estep
Score: -4354283.000000 Penalty: 3605.504150
Iteration 33Q: 3 clusters Score -4354283 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5115 members
Mstep: Class 2 contains 60651 members
Entering Unmasked Estep
Score: -4354316.500000 Penalty: 3605.504150
Iteration 34Q: 3 clusters Score -4354316 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4945 members
Mstep: Class 2 contains 60821 members
Entering Unmasked Estep
Score: -4354342.500000 Penalty: 3605.504150
Iteration 35Q: 3 clusters Score -4354342 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4791 members
Mstep: Class 2 contains 60975 members
Entering Unmasked Estep
Score: -4354374.000000 Penalty: 3605.504150
Iteration 36Q: 3 clusters Score -4354374 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4645 members
Mstep: Class 2 contains 61121 members
Entering Unmasked Estep
Score: -4354405.000000 Penalty: 3605.504150
Iteration 37Q: 3 clusters Score -4354405 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4540 members
Mstep: Class 2 contains 61226 members
Entering Unmasked Estep
Score: -4354413.500000 Penalty: 3605.504150
Iteration 38Q: 3 clusters Score -4354414 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4446 members
Mstep: Class 2 contains 61320 members
Entering Unmasked Estep
Score: -4354426.500000 Penalty: 3605.504150
Iteration 39Q: 3 clusters Score -4354426 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4348 members
Mstep: Class 2 contains 61418 members
Entering Unmasked Estep
Score: -4354449.500000 Penalty: 3605.504150
Iteration 40F: 3 clusters Score -4354450 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4269 members
Mstep: Class 2 contains 61497 members
Entering Unmasked Estep
Score: -4354468.500000 Penalty: 3605.504150
Iteration 41Q: 3 clusters Score -4354468 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4195 members
Mstep: Class 2 contains 61571 members
Entering Unmasked Estep
Score: -4354480.000000 Penalty: 3605.504150
Iteration 42Q: 3 clusters Score -4354480 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4129 members
Mstep: Class 2 contains 61637 members
Entering Unmasked Estep
Score: -4354496.000000 Penalty: 3605.504150
Iteration 43Q: 3 clusters Score -4354496 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4054 members
Mstep: Class 2 contains 61712 members
Entering Unmasked Estep
Score: -4354507.000000 Penalty: 3605.504150
Iteration 44Q: 3 clusters Score -4354507 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3982 members
Mstep: Class 2 contains 61784 members
Entering Unmasked Estep
Score: -4354509.500000 Penalty: 3605.504150
Iteration 45Q: 3 clusters Score -4354510 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3912 members
Mstep: Class 2 contains 61854 members
Entering Unmasked Estep
Score: -4354514.000000 Penalty: 3605.504150
Iteration 46Q: 3 clusters Score -4354514 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3861 members
Mstep: Class 2 contains 61905 members
Entering Unmasked Estep
Score: -4354535.500000 Penalty: 3605.504150
Iteration 47Q: 3 clusters Score -4354536 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3821 members
Mstep: Class 2 contains 61945 members
Entering Unmasked Estep
Score: -4354536.000000 Penalty: 3605.504150
Iteration 48Q: 3 clusters Score -4354536 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3784 members
Mstep: Class 2 contains 61982 members
Entering Unmasked Estep
Score: -4354547.500000 Penalty: 3605.504150
Iteration 49Q: 3 clusters Score -4354548 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3750 members
Mstep: Class 2 contains 62016 members
Entering Unmasked Estep
Score: -4354548.500000 Penalty: 3605.504150
Iteration 50Q: 3 clusters Score -4354548 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3713 members
Mstep: Class 2 contains 62053 members
Entering Unmasked Estep
Score: -4354545.000000 Penalty: 3605.504150
Iteration 51Q: 3 clusters Score -4354545 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3691 members
Mstep: Class 2 contains 62075 members
Entering Unmasked Estep
Score: -4354547.000000 Penalty: 3605.504150
Iteration 52Q: 3 clusters Score -4354547 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3678 members
Mstep: Class 2 contains 62088 members
Entering Unmasked Estep
Score: -4354545.500000 Penalty: 3605.504150
Iteration 53Q: 3 clusters Score -4354546 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3668 members
Mstep: Class 2 contains 62098 members
Entering Unmasked Estep
Score: -4354544.000000 Penalty: 3605.504150
Iteration 54Q: 3 clusters Score -4354544 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3658 members
Mstep: Class 2 contains 62108 members
Entering Unmasked Estep
Score: -4354547.000000 Penalty: 3605.504150
Iteration 55Q: 3 clusters Score -4354547 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3650 members
Mstep: Class 2 contains 62116 members
Entering Unmasked Estep
Score: -4354543.000000 Penalty: 3605.504150
Iteration 56Q: 3 clusters Score -4354543 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3643 members
Mstep: Class 2 contains 62123 members
Entering Unmasked Estep
Score: -4354544.500000 Penalty: 3605.504150
Iteration 57Q: 3 clusters Score -4354544 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3635 members
Mstep: Class 2 contains 62131 members
Entering Unmasked Estep
Score: -4354545.000000 Penalty: 3605.504150
Iteration 58Q: 3 clusters Score -4354545 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3628 members
Mstep: Class 2 contains 62138 members
Entering Unmasked Estep
Score: -4354543.500000 Penalty: 3605.504150
Iteration 59Q: 3 clusters Score -4354544 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3623 members
Mstep: Class 2 contains 62143 members
Entering Unmasked Estep
Score: -4354547.000000 Penalty: 3605.504150
Iteration 60F: 3 clusters Score -4354547 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3620 members
Mstep: Class 2 contains 62146 members
Entering Unmasked Estep
Score: -4354547.000000 Penalty: 3605.504150
Iteration 61Q: 3 clusters Score -4354547 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3619 members
Mstep: Class 2 contains 62147 members
Entering Unmasked Estep
Score: -4354544.500000 Penalty: 3605.504150
Iteration 62Q: 3 clusters Score -4354544 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3619 members
Mstep: Class 2 contains 62147 members
Entering Unmasked Estep
Score: -4354544.500000 Penalty: 3605.504150
Iteration 63F: 3 clusters Score -4354544 nChanged 0
Entering ConstructFrom:
Trying to split cluster 12 (10809 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10809 members
Entering Unmasked Estep
Score: -638612.125000 Penalty: 1509.321899
Iteration 0F: 2 clusters Score -638612.1 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5400 members
Mstep: Class 2 contains 5409 members
Entering Unmasked Estep
Score: -630927.562500 Penalty: 3018.643799
Iteration 0F: 3 clusters Score -630927.6 nChanged 4631
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5435 members
Mstep: Class 2 contains 5374 members
Entering Unmasked Estep
Score: -633400.187500 Penalty: 3018.643799
Iteration 1F: 3 clusters Score -633400.2 nChanged 590
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5499 members
Mstep: Class 2 contains 5310 members
Entering Unmasked Estep
Score: -633643.000000 Penalty: 3018.643799
Iteration 2F: 3 clusters Score -633643 nChanged 552
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5557 members
Mstep: Class 2 contains 5252 members
Entering Unmasked Estep
Score: -633872.437500 Penalty: 3018.643799
Iteration 3F: 3 clusters Score -633872.4 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5604 members
Mstep: Class 2 contains 5205 members
Entering Unmasked Estep
Score: -634077.375000 Penalty: 3018.643799
Iteration 4Q: 3 clusters Score -634077.4 nChanged 455
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5667 members
Mstep: Class 2 contains 5142 members
Entering Unmasked Estep
Score: -634270.687500 Penalty: 3018.643799
Iteration 5Q: 3 clusters Score -634270.7 nChanged 429
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5762 members
Mstep: Class 2 contains 5047 members
Entering Unmasked Estep
Score: -634453.625000 Penalty: 3018.643799
Iteration 6Q: 3 clusters Score -634453.6 nChanged 425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5895 members
Mstep: Class 2 contains 4914 members
Entering Unmasked Estep
Score: -634645.937500 Penalty: 3018.643799
Iteration 7Q: 3 clusters Score -634645.9 nChanged 439
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6058 members
Mstep: Class 2 contains 4751 members
Entering Unmasked Estep
Score: -634885.125000 Penalty: 3018.643799
Iteration 8Q: 3 clusters Score -634885.1 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6189 members
Mstep: Class 2 contains 4620 members
Entering Unmasked Estep
Score: -635166.562500 Penalty: 3018.643799
Iteration 9Q: 3 clusters Score -635166.6 nChanged 443
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6310 members
Mstep: Class 2 contains 4499 members
Entering Unmasked Estep
Score: -635493.687500 Penalty: 3018.643799
Iteration 10Q: 3 clusters Score -635493.7 nChanged 494
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6362 members
Mstep: Class 2 contains 4447 members
Entering Unmasked Estep
Score: -635996.187500 Penalty: 3018.643799
Iteration 11Q: 3 clusters Score -635996.2 nChanged 558
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6282 members
Mstep: Class 2 contains 4527 members
Entering Unmasked Estep
Score: -636690.687500 Penalty: 3018.643799
Iteration 12F: 3 clusters Score -636690.7 nChanged 596
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5982 members
Mstep: Class 2 contains 4827 members
Entering Unmasked Estep
Score: -637375.500000 Penalty: 3018.643799
Iteration 13F: 3 clusters Score -637375.5 nChanged 606
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5534 members
Mstep: Class 2 contains 5275 members
Entering Unmasked Estep
Score: -638072.437500 Penalty: 3018.643799
Iteration 14F: 3 clusters Score -638072.4 nChanged 501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5113 members
Mstep: Class 2 contains 5696 members
Entering Unmasked Estep
Score: -638857.625000 Penalty: 3018.643799
Iteration 15Q: 3 clusters Score -638857.6 nChanged 414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4733 members
Mstep: Class 2 contains 6076 members
Entering Unmasked Estep
Score: -639920.625000 Penalty: 3018.643799
Iteration 16Q: 3 clusters Score -639920.6 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4478 members
Mstep: Class 2 contains 6331 members
Entering Unmasked Estep
Score: -640726.312500 Penalty: 3018.643799
Iteration 17Q: 3 clusters Score -640726.3 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4331 members
Mstep: Class 2 contains 6478 members
Entering Unmasked Estep
Score: -640913.562500 Penalty: 3018.643799
Iteration 18Q: 3 clusters Score -640913.6 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4283 members
Mstep: Class 2 contains 6526 members
Entering Unmasked Estep
Score: -640941.875000 Penalty: 3018.643799
Iteration 19Q: 3 clusters Score -640941.9 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4261 members
Mstep: Class 2 contains 6548 members
Entering Unmasked Estep
Score: -640948.375000 Penalty: 3018.643799
Iteration 20F: 3 clusters Score -640948.4 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4257 members
Mstep: Class 2 contains 6552 members
Entering Unmasked Estep
Score: -640948.875000 Penalty: 3018.643799
Iteration 21Q: 3 clusters Score -640948.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4256 members
Mstep: Class 2 contains 6553 members
Entering Unmasked Estep
Score: -640948.937500 Penalty: 3018.643799
Iteration 22Q: 3 clusters Score -640948.9 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4256 members
Mstep: Class 2 contains 6553 members
Entering Unmasked Estep
Score: -640948.937500 Penalty: 3018.643799
Iteration 23F: 3 clusters Score -640948.9 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 4256 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 2089 members
Mstep: Class 16 contains 4904 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 74396 members
Mstep: Class 21 contains 52508 members
Mstep: Class 22 contains 424 members
Mstep: Class 23 contains 13415 members
Mstep: Class 24 contains 8724 members
Mstep: Class 25 contains 6553 members
Entering Unmasked Estep
Score: -42064792.000000 Penalty: 54371.023438
Splitting cluster 12 changes total score from -42052900.000000 to -42064792.000000
So it's getting split into cluster 25.
Entering ConstructFrom:
Trying to split cluster 13 (1521 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1521 members
Entering Unmasked Estep
Score: -105773.007812 Penalty: 1190.657471
Iteration 0F: 2 clusters Score -105773 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 781 members
Mstep: Class 2 contains 740 members
Entering Unmasked Estep
Score: -104002.679688 Penalty: 2381.314941
Iteration 0F: 3 clusters Score -104002.7 nChanged 496
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 797 members
Mstep: Class 2 contains 724 members
Entering Unmasked Estep
Score: -104345.187500 Penalty: 2381.314941
Iteration 1F: 3 clusters Score -104345.2 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 812 members
Mstep: Class 2 contains 709 members
Entering Unmasked Estep
Score: -104428.273438 Penalty: 2381.314941
Iteration 2F: 3 clusters Score -104428.3 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 834 members
Mstep: Class 2 contains 687 members
Entering Unmasked Estep
Score: -104471.460938 Penalty: 2381.314941
Iteration 3Q: 3 clusters Score -104471.5 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 839 members
Mstep: Class 2 contains 682 members
Entering Unmasked Estep
Score: -104504.195312 Penalty: 2381.314941
Iteration 4Q: 3 clusters Score -104504.2 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 845 members
Mstep: Class 2 contains 676 members
Entering Unmasked Estep
Score: -104528.640625 Penalty: 2381.314941
Iteration 5Q: 3 clusters Score -104528.6 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 846 members
Mstep: Class 2 contains 675 members
Entering Unmasked Estep
Score: -104539.437500 Penalty: 2381.314941
Iteration 6Q: 3 clusters Score -104539.4 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 847 members
Mstep: Class 2 contains 674 members
Entering Unmasked Estep
Score: -104556.726562 Penalty: 2381.314941
Iteration 7Q: 3 clusters Score -104556.7 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 859 members
Mstep: Class 2 contains 662 members
Entering Unmasked Estep
Score: -104564.492188 Penalty: 2381.314941
Iteration 8Q: 3 clusters Score -104564.5 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 867 members
Mstep: Class 2 contains 654 members
Entering Unmasked Estep
Score: -104570.750000 Penalty: 2381.314941
Iteration 9Q: 3 clusters Score -104570.8 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 875 members
Mstep: Class 2 contains 646 members
Entering Unmasked Estep
Score: -104576.882812 Penalty: 2381.314941
Iteration 10Q: 3 clusters Score -104576.9 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 885 members
Mstep: Class 2 contains 636 members
Entering Unmasked Estep
Score: -104584.164062 Penalty: 2381.314941
Iteration 11Q: 3 clusters Score -104584.2 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 890 members
Mstep: Class 2 contains 631 members
Entering Unmasked Estep
Score: -104591.328125 Penalty: 2381.314941
Iteration 12Q: 3 clusters Score -104591.3 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 898 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -104596.554688 Penalty: 2381.314941
Iteration 13Q: 3 clusters Score -104596.6 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 902 members
Mstep: Class 2 contains 619 members
Entering Unmasked Estep
Score: -104598.437500 Penalty: 2381.314941
Iteration 14Q: 3 clusters Score -104598.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 903 members
Mstep: Class 2 contains 618 members
Entering Unmasked Estep
Score: -104598.687500 Penalty: 2381.314941
Iteration 15Q: 3 clusters Score -104598.7 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 903 members
Mstep: Class 2 contains 618 members
Entering Unmasked Estep
Score: -104598.687500 Penalty: 2381.314941
Iteration 16F: 3 clusters Score -104598.7 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (245879 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 245879 members
Entering Unmasked Estep
Score: -16327838.000000 Penalty: 2017.046631
Iteration 0F: 2 clusters Score -1.632784e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122452 members
Mstep: Class 2 contains 123427 members
Entering Unmasked Estep
Score: -16163080.000000 Penalty: 4034.093262
Iteration 0F: 3 clusters Score -1.616308e+07 nChanged 119344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110934 members
Mstep: Class 2 contains 134945 members
Entering Unmasked Estep
Score: -16235661.000000 Penalty: 4034.093262
Iteration 1F: 3 clusters Score -1.623566e+07 nChanged 10636
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103568 members
Mstep: Class 2 contains 142311 members
Entering Unmasked Estep
Score: -16239831.000000 Penalty: 4034.093262
Iteration 2Q: 3 clusters Score -1.623983e+07 nChanged 13509
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92771 members
Mstep: Class 2 contains 153108 members
Entering Unmasked Estep
Score: -16246801.000000 Penalty: 4034.093262
Iteration 3F: 3 clusters Score -1.62468e+07 nChanged 16596
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78273 members
Mstep: Class 2 contains 167606 members
Entering Unmasked Estep
Score: -16257921.000000 Penalty: 4034.093262
Iteration 4F: 3 clusters Score -1.625792e+07 nChanged 18859
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61014 members
Mstep: Class 2 contains 184865 members
Entering Unmasked Estep
Score: -16273010.000000 Penalty: 4034.093262
Iteration 5F: 3 clusters Score -1.627301e+07 nChanged 17740
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44348 members
Mstep: Class 2 contains 201531 members
Entering Unmasked Estep
Score: -16288224.000000 Penalty: 4034.093262
Iteration 6F: 3 clusters Score -1.628822e+07 nChanged 13994
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30996 members
Mstep: Class 2 contains 214883 members
Entering Unmasked Estep
Score: -16300671.000000 Penalty: 4034.093262
Iteration 7F: 3 clusters Score -1.630067e+07 nChanged 9617
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21783 members
Mstep: Class 2 contains 224096 members
Entering Unmasked Estep
Score: -16309691.000000 Penalty: 4034.093262
Iteration 8Q: 3 clusters Score -1.630969e+07 nChanged 6084
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16081 members
Mstep: Class 2 contains 229798 members
Entering Unmasked Estep
Score: -16315231.000000 Penalty: 4034.093262
Iteration 9Q: 3 clusters Score -1.631523e+07 nChanged 3942
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12629 members
Mstep: Class 2 contains 233250 members
Entering Unmasked Estep
Score: -16318526.000000 Penalty: 4034.093262
Iteration 10Q: 3 clusters Score -1.631853e+07 nChanged 2713
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10268 members
Mstep: Class 2 contains 235611 members
Entering Unmasked Estep
Score: -16320555.000000 Penalty: 4034.093262
Iteration 11Q: 3 clusters Score -1.632056e+07 nChanged 1944
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8548 members
Mstep: Class 2 contains 237331 members
Entering Unmasked Estep
Score: -16321691.000000 Penalty: 4034.093262
Iteration 12Q: 3 clusters Score -1.632169e+07 nChanged 1534
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7114 members
Mstep: Class 2 contains 238765 members
Entering Unmasked Estep
Score: -16322540.000000 Penalty: 4034.093262
Iteration 13Q: 3 clusters Score -1.632254e+07 nChanged 1244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5908 members
Mstep: Class 2 contains 239971 members
Entering Unmasked Estep
Score: -16323215.000000 Penalty: 4034.093262
Iteration 14Q: 3 clusters Score -1.632322e+07 nChanged 1055
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4877 members
Mstep: Class 2 contains 241002 members
Entering Unmasked Estep
Score: -16323860.000000 Penalty: 4034.093262
Iteration 15Q: 3 clusters Score -1.632386e+07 nChanged 865
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4024 members
Mstep: Class 2 contains 241855 members
Entering Unmasked Estep
Score: -16324298.000000 Penalty: 4034.093262
Iteration 16Q: 3 clusters Score -1.63243e+07 nChanged 704
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3336 members
Mstep: Class 2 contains 242543 members
Entering Unmasked Estep
Score: -16324699.000000 Penalty: 4034.093262
Iteration 17Q: 3 clusters Score -1.63247e+07 nChanged 572
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2776 members
Mstep: Class 2 contains 243103 members
Entering Unmasked Estep
Score: -16324952.000000 Penalty: 4034.093262
Iteration 18Q: 3 clusters Score -1.632495e+07 nChanged 462
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2326 members
Mstep: Class 2 contains 243553 members
Entering Unmasked Estep
Score: -16325166.000000 Penalty: 4034.093262
Iteration 19Q: 3 clusters Score -1.632517e+07 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1959 members
Mstep: Class 2 contains 243920 members
Entering Unmasked Estep
Score: -16325373.000000 Penalty: 4034.093262
Iteration 20F: 3 clusters Score -1.632537e+07 nChanged 314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1665 members
Mstep: Class 2 contains 244214 members
Entering Unmasked Estep
Score: -16325526.000000 Penalty: 4034.093262
Iteration 21Q: 3 clusters Score -1.632553e+07 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1447 members
Mstep: Class 2 contains 244432 members
Entering Unmasked Estep
Score: -16325657.000000 Penalty: 4034.093262
Iteration 22Q: 3 clusters Score -1.632566e+07 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1268 members
Mstep: Class 2 contains 244611 members
Entering Unmasked Estep
Score: -16325769.000000 Penalty: 4034.093262
Iteration 23Q: 3 clusters Score -1.632577e+07 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1123 members
Mstep: Class 2 contains 244756 members
Entering Unmasked Estep
Score: -16325814.000000 Penalty: 4034.093262
Iteration 24Q: 3 clusters Score -1.632581e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1017 members
Mstep: Class 2 contains 244862 members
Entering Unmasked Estep
Score: -16325909.000000 Penalty: 4034.093262
Iteration 25Q: 3 clusters Score -1.632591e+07 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 942 members
Mstep: Class 2 contains 244937 members
Entering Unmasked Estep
Score: -16325934.000000 Penalty: 4034.093262
Iteration 26Q: 3 clusters Score -1.632593e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 898 members
Mstep: Class 2 contains 244981 members
Entering Unmasked Estep
Score: -16325957.000000 Penalty: 4034.093262
Iteration 27Q: 3 clusters Score -1.632596e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 857 members
Mstep: Class 2 contains 245022 members
Entering Unmasked Estep
Score: -16325975.000000 Penalty: 4034.093262
Iteration 28Q: 3 clusters Score -1.632598e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 817 members
Mstep: Class 2 contains 245062 members
Entering Unmasked Estep
Score: -16325994.000000 Penalty: 4034.093262
Iteration 29Q: 3 clusters Score -1.632599e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 790 members
Mstep: Class 2 contains 245089 members
Entering Unmasked Estep
Score: -16325993.000000 Penalty: 4034.093262
Iteration 30Q: 3 clusters Score -1.632599e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 772 members
Mstep: Class 2 contains 245107 members
Entering Unmasked Estep
Score: -16326011.000000 Penalty: 4034.093262
Iteration 31Q: 3 clusters Score -1.632601e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 757 members
Mstep: Class 2 contains 245122 members
Entering Unmasked Estep
Score: -16326002.000000 Penalty: 4034.093262
Iteration 32Q: 3 clusters Score -1.6326e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 744 members
Mstep: Class 2 contains 245135 members
Entering Unmasked Estep
Score: -16326017.000000 Penalty: 4034.093262
Iteration 33Q: 3 clusters Score -1.632602e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 736 members
Mstep: Class 2 contains 245143 members
Entering Unmasked Estep
Score: -16326021.000000 Penalty: 4034.093262
Iteration 34Q: 3 clusters Score -1.632602e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 730 members
Mstep: Class 2 contains 245149 members
Entering Unmasked Estep
Score: -16326031.000000 Penalty: 4034.093262
Iteration 35Q: 3 clusters Score -1.632603e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 723 members
Mstep: Class 2 contains 245156 members
Entering Unmasked Estep
Score: -16326035.000000 Penalty: 4034.093262
Iteration 36Q: 3 clusters Score -1.632604e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 717 members
Mstep: Class 2 contains 245162 members
Entering Unmasked Estep
Score: -16326032.000000 Penalty: 4034.093262
Iteration 37Q: 3 clusters Score -1.632603e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 707 members
Mstep: Class 2 contains 245172 members
Entering Unmasked Estep
Score: -16326041.000000 Penalty: 4034.093262
Iteration 38Q: 3 clusters Score -1.632604e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 702 members
Mstep: Class 2 contains 245177 members
Entering Unmasked Estep
Score: -16326042.000000 Penalty: 4034.093262
Iteration 39Q: 3 clusters Score -1.632604e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 701 members
Mstep: Class 2 contains 245178 members
Entering Unmasked Estep
Score: -16326036.000000 Penalty: 4034.093262
Iteration 40F: 3 clusters Score -1.632604e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 700 members
Mstep: Class 2 contains 245179 members
Entering Unmasked Estep
Score: -16326047.000000 Penalty: 4034.093262
Iteration 41Q: 3 clusters Score -1.632605e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 699 members
Mstep: Class 2 contains 245180 members
Entering Unmasked Estep
Score: -16326044.000000 Penalty: 4034.093262
Iteration 42Q: 3 clusters Score -1.632604e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 695 members
Mstep: Class 2 contains 245184 members
Entering Unmasked Estep
Score: -16326056.000000 Penalty: 4034.093262
Iteration 43Q: 3 clusters Score -1.632606e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 687 members
Mstep: Class 2 contains 245192 members
Entering Unmasked Estep
Score: -16326056.000000 Penalty: 4034.093262
Iteration 44Q: 3 clusters Score -1.632606e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 678 members
Mstep: Class 2 contains 245201 members
Entering Unmasked Estep
Score: -16326071.000000 Penalty: 4034.093262
Iteration 45Q: 3 clusters Score -1.632607e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 673 members
Mstep: Class 2 contains 245206 members
Entering Unmasked Estep
Score: -16326067.000000 Penalty: 4034.093262
Iteration 46Q: 3 clusters Score -1.632607e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 670 members
Mstep: Class 2 contains 245209 members
Entering Unmasked Estep
Score: -16326080.000000 Penalty: 4034.093262
Iteration 47Q: 3 clusters Score -1.632608e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 665 members
Mstep: Class 2 contains 245214 members
Entering Unmasked Estep
Score: -16326080.000000 Penalty: 4034.093262
Iteration 48Q: 3 clusters Score -1.632608e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 662 members
Mstep: Class 2 contains 245217 members
Entering Unmasked Estep
Score: -16326076.000000 Penalty: 4034.093262
Iteration 49Q: 3 clusters Score -1.632608e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 658 members
Mstep: Class 2 contains 245221 members
Entering Unmasked Estep
Score: -16326074.000000 Penalty: 4034.093262
Iteration 50Q: 3 clusters Score -1.632607e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 656 members
Mstep: Class 2 contains 245223 members
Entering Unmasked Estep
Score: -16326085.000000 Penalty: 4034.093262
Iteration 51Q: 3 clusters Score -1.632608e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 650 members
Mstep: Class 2 contains 245229 members
Entering Unmasked Estep
Score: -16326082.000000 Penalty: 4034.093262
Iteration 52Q: 3 clusters Score -1.632608e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 647 members
Mstep: Class 2 contains 245232 members
Entering Unmasked Estep
Score: -16326090.000000 Penalty: 4034.093262
Iteration 53Q: 3 clusters Score -1.632609e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 643 members
Mstep: Class 2 contains 245236 members
Entering Unmasked Estep
Score: -16326086.000000 Penalty: 4034.093262
Iteration 54Q: 3 clusters Score -1.632609e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 640 members
Mstep: Class 2 contains 245239 members
Entering Unmasked Estep
Score: -16326093.000000 Penalty: 4034.093262
Iteration 55Q: 3 clusters Score -1.632609e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 638 members
Mstep: Class 2 contains 245241 members
Entering Unmasked Estep
Score: -16326096.000000 Penalty: 4034.093262
Iteration 56Q: 3 clusters Score -1.63261e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 635 members
Mstep: Class 2 contains 245244 members
Entering Unmasked Estep
Score: -16326092.000000 Penalty: 4034.093262
Iteration 57Q: 3 clusters Score -1.632609e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 634 members
Mstep: Class 2 contains 245245 members
Entering Unmasked Estep
Score: -16326099.000000 Penalty: 4034.093262
Iteration 58Q: 3 clusters Score -1.63261e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 634 members
Mstep: Class 2 contains 245245 members
Entering Unmasked Estep
Score: -16326099.000000 Penalty: 4034.093262
Iteration 59F: 3 clusters Score -1.63261e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 15 (2089 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2089 members
Entering Unmasked Estep
Score: -142687.421875 Penalty: 1242.221558
Iteration 0F: 2 clusters Score -142687.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1023 members
Mstep: Class 2 contains 1066 members
Entering Unmasked Estep
Score: -140592.125000 Penalty: 2484.443115
Iteration 0F: 3 clusters Score -140592.1 nChanged 698
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 987 members
Mstep: Class 2 contains 1102 members
Entering Unmasked Estep
Score: -141010.562500 Penalty: 2484.443115
Iteration 1F: 3 clusters Score -141010.6 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 946 members
Mstep: Class 2 contains 1143 members
Entering Unmasked Estep
Score: -141141.750000 Penalty: 2484.443115
Iteration 2F: 3 clusters Score -141141.8 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 904 members
Mstep: Class 2 contains 1185 members
Entering Unmasked Estep
Score: -141268.421875 Penalty: 2484.443115
Iteration 3F: 3 clusters Score -141268.4 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 843 members
Mstep: Class 2 contains 1246 members
Entering Unmasked Estep
Score: -141394.656250 Penalty: 2484.443115
Iteration 4F: 3 clusters Score -141394.7 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 781 members
Mstep: Class 2 contains 1308 members
Entering Unmasked Estep
Score: -141560.328125 Penalty: 2484.443115
Iteration 5F: 3 clusters Score -141560.3 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 733 members
Mstep: Class 2 contains 1356 members
Entering Unmasked Estep
Score: -141845.265625 Penalty: 2484.443115
Iteration 6F: 3 clusters Score -141845.3 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 704 members
Mstep: Class 2 contains 1385 members
Entering Unmasked Estep
Score: -142240.031250 Penalty: 2484.443115
Iteration 7F: 3 clusters Score -142240 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 672 members
Mstep: Class 2 contains 1417 members
Entering Unmasked Estep
Score: -142648.484375 Penalty: 2484.443115
Iteration 8F: 3 clusters Score -142648.5 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 671 members
Mstep: Class 2 contains 1418 members
Entering Unmasked Estep
Score: -142944.343750 Penalty: 2484.443115
Iteration 9F: 3 clusters Score -142944.3 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 676 members
Mstep: Class 2 contains 1413 members
Entering Unmasked Estep
Score: -143024.687500 Penalty: 2484.443115
Iteration 10Q: 3 clusters Score -143024.7 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 676 members
Mstep: Class 2 contains 1413 members
Entering Unmasked Estep
Score: -143033.718750 Penalty: 2484.443115
Iteration 11Q: 3 clusters Score -143033.7 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 674 members
Mstep: Class 2 contains 1415 members
Entering Unmasked Estep
Score: -143036.500000 Penalty: 2484.443115
Iteration 12Q: 3 clusters Score -143036.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 673 members
Mstep: Class 2 contains 1416 members
Entering Unmasked Estep
Score: -143037.796875 Penalty: 2484.443115
Iteration 13Q: 3 clusters Score -143037.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 673 members
Mstep: Class 2 contains 1416 members
Entering Unmasked Estep
Score: -143037.796875 Penalty: 2484.443115
Iteration 14F: 3 clusters Score -143037.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 4256 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 673 members
Mstep: Class 16 contains 4904 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 74396 members
Mstep: Class 21 contains 52508 members
Mstep: Class 22 contains 424 members
Mstep: Class 23 contains 13415 members
Mstep: Class 24 contains 8724 members
Mstep: Class 25 contains 6553 members
Mstep: Class 26 contains 1416 members
Entering Unmasked Estep
Score: -42064188.000000 Penalty: 56545.863281
Splitting cluster 15 changes total score from -42052900.000000 to -42064188.000000
So it's getting split into cluster 26.
Entering ConstructFrom:
Trying to split cluster 16 (4904 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4904 members
Entering Unmasked Estep
Score: -322887.437500 Penalty: 1380.893555
Iteration 0F: 2 clusters Score -322887.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2410 members
Mstep: Class 2 contains 2494 members
Entering Unmasked Estep
Score: -319033.468750 Penalty: 2761.787109
Iteration 0F: 3 clusters Score -319033.5 nChanged 1973
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2313 members
Mstep: Class 2 contains 2591 members
Entering Unmasked Estep
Score: -320112.437500 Penalty: 2761.787109
Iteration 1F: 3 clusters Score -320112.4 nChanged 385
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2276 members
Mstep: Class 2 contains 2628 members
Entering Unmasked Estep
Score: -320340.281250 Penalty: 2761.787109
Iteration 2F: 3 clusters Score -320340.3 nChanged 272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2256 members
Mstep: Class 2 contains 2648 members
Entering Unmasked Estep
Score: -320539.343750 Penalty: 2761.787109
Iteration 3F: 3 clusters Score -320539.3 nChanged 272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2250 members
Mstep: Class 2 contains 2654 members
Entering Unmasked Estep
Score: -320765.312500 Penalty: 2761.787109
Iteration 4F: 3 clusters Score -320765.3 nChanged 273
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2287 members
Mstep: Class 2 contains 2617 members
Entering Unmasked Estep
Score: -321004.968750 Penalty: 2761.787109
Iteration 5F: 3 clusters Score -321005 nChanged 280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2323 members
Mstep: Class 2 contains 2581 members
Entering Unmasked Estep
Score: -321257.312500 Penalty: 2761.787109
Iteration 6F: 3 clusters Score -321257.3 nChanged 264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2339 members
Mstep: Class 2 contains 2565 members
Entering Unmasked Estep
Score: -321473.875000 Penalty: 2761.787109
Iteration 7F: 3 clusters Score -321473.9 nChanged 251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2324 members
Mstep: Class 2 contains 2580 members
Entering Unmasked Estep
Score: -321714.281250 Penalty: 2761.787109
Iteration 8F: 3 clusters Score -321714.3 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2274 members
Mstep: Class 2 contains 2630 members
Entering Unmasked Estep
Score: -322035.812500 Penalty: 2761.787109
Iteration 9F: 3 clusters Score -322035.8 nChanged 275
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2225 members
Mstep: Class 2 contains 2679 members
Entering Unmasked Estep
Score: -322527.406250 Penalty: 2761.787109
Iteration 10F: 3 clusters Score -322527.4 nChanged 259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2182 members
Mstep: Class 2 contains 2722 members
Entering Unmasked Estep
Score: -323043.656250 Penalty: 2761.787109
Iteration 11F: 3 clusters Score -323043.7 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2189 members
Mstep: Class 2 contains 2715 members
Entering Unmasked Estep
Score: -323405.125000 Penalty: 2761.787109
Iteration 12Q: 3 clusters Score -323405.1 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2235 members
Mstep: Class 2 contains 2669 members
Entering Unmasked Estep
Score: -323599.625000 Penalty: 2761.787109
Iteration 13Q: 3 clusters Score -323599.6 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2272 members
Mstep: Class 2 contains 2632 members
Entering Unmasked Estep
Score: -323666.656250 Penalty: 2761.787109
Iteration 14Q: 3 clusters Score -323666.7 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2293 members
Mstep: Class 2 contains 2611 members
Entering Unmasked Estep
Score: -323685.687500 Penalty: 2761.787109
Iteration 15Q: 3 clusters Score -323685.7 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2306 members
Mstep: Class 2 contains 2598 members
Entering Unmasked Estep
Score: -323691.812500 Penalty: 2761.787109
Iteration 16Q: 3 clusters Score -323691.8 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2313 members
Mstep: Class 2 contains 2591 members
Entering Unmasked Estep
Score: -323693.031250 Penalty: 2761.787109
Iteration 17Q: 3 clusters Score -323693 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2318 members
Mstep: Class 2 contains 2586 members
Entering Unmasked Estep
Score: -323693.875000 Penalty: 2761.787109
Iteration 18Q: 3 clusters Score -323693.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2322 members
Mstep: Class 2 contains 2582 members
Entering Unmasked Estep
Score: -323695.375000 Penalty: 2761.787109
Iteration 19Q: 3 clusters Score -323695.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2325 members
Mstep: Class 2 contains 2579 members
Entering Unmasked Estep
Score: -323696.093750 Penalty: 2761.787109
Iteration 20F: 3 clusters Score -323696.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2326 members
Mstep: Class 2 contains 2578 members
Entering Unmasked Estep
Score: -323696.937500 Penalty: 2761.787109
Iteration 21Q: 3 clusters Score -323696.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2327 members
Mstep: Class 2 contains 2577 members
Entering Unmasked Estep
Score: -323697.156250 Penalty: 2761.787109
Iteration 22Q: 3 clusters Score -323697.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2328 members
Mstep: Class 2 contains 2576 members
Entering Unmasked Estep
Score: -323696.968750 Penalty: 2761.787109
Iteration 23Q: 3 clusters Score -323697 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2328 members
Mstep: Class 2 contains 2576 members
Entering Unmasked Estep
Score: -323696.968750 Penalty: 2761.787109
Iteration 24F: 3 clusters Score -323697 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 4256 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 673 members
Mstep: Class 16 contains 2328 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 74396 members
Mstep: Class 21 contains 52508 members
Mstep: Class 22 contains 424 members
Mstep: Class 23 contains 13415 members
Mstep: Class 24 contains 8724 members
Mstep: Class 25 contains 6553 members
Mstep: Class 26 contains 1416 members
Mstep: Class 27 contains 2576 members
Entering Unmasked Estep
Score: -42064244.000000 Penalty: 58720.703125
Splitting cluster 16 changes total score from -42052900.000000 to -42064244.000000
So it's getting split into cluster 27.
Entering ConstructFrom:
Trying to split cluster 17 (6002 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6002 members
Entering Unmasked Estep
Score: -349149.468750 Penalty: 1413.725342
Iteration 0F: 2 clusters Score -349149.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3060 members
Mstep: Class 2 contains 2942 members
Entering Unmasked Estep
Score: -344632.718750 Penalty: 2827.450684
Iteration 0F: 3 clusters Score -344632.7 nChanged 2456
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2984 members
Mstep: Class 2 contains 3018 members
Entering Unmasked Estep
Score: -346294.812500 Penalty: 2827.450684
Iteration 1F: 3 clusters Score -346294.8 nChanged 641
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2731 members
Mstep: Class 2 contains 3271 members
Entering Unmasked Estep
Score: -347039.531250 Penalty: 2827.450684
Iteration 2F: 3 clusters Score -347039.5 nChanged 632
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2375 members
Mstep: Class 2 contains 3627 members
Entering Unmasked Estep
Score: -347686.843750 Penalty: 2827.450684
Iteration 3F: 3 clusters Score -347686.8 nChanged 529
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2010 members
Mstep: Class 2 contains 3992 members
Entering Unmasked Estep
Score: -348171.031250 Penalty: 2827.450684
Iteration 4F: 3 clusters Score -348171 nChanged 385
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1693 members
Mstep: Class 2 contains 4309 members
Entering Unmasked Estep
Score: -348456.343750 Penalty: 2827.450684
Iteration 5F: 3 clusters Score -348456.3 nChanged 276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1451 members
Mstep: Class 2 contains 4551 members
Entering Unmasked Estep
Score: -348653.250000 Penalty: 2827.450684
Iteration 6Q: 3 clusters Score -348653.2 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1289 members
Mstep: Class 2 contains 4713 members
Entering Unmasked Estep
Score: -348767.875000 Penalty: 2827.450684
Iteration 7Q: 3 clusters Score -348767.9 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1177 members
Mstep: Class 2 contains 4825 members
Entering Unmasked Estep
Score: -348830.218750 Penalty: 2827.450684
Iteration 8Q: 3 clusters Score -348830.2 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1098 members
Mstep: Class 2 contains 4904 members
Entering Unmasked Estep
Score: -348869.000000 Penalty: 2827.450684
Iteration 9Q: 3 clusters Score -348869 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1039 members
Mstep: Class 2 contains 4963 members
Entering Unmasked Estep
Score: -348900.000000 Penalty: 2827.450684
Iteration 10Q: 3 clusters Score -348900 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 988 members
Mstep: Class 2 contains 5014 members
Entering Unmasked Estep
Score: -348928.656250 Penalty: 2827.450684
Iteration 11Q: 3 clusters Score -348928.7 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 940 members
Mstep: Class 2 contains 5062 members
Entering Unmasked Estep
Score: -348952.218750 Penalty: 2827.450684
Iteration 12Q: 3 clusters Score -348952.2 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 900 members
Mstep: Class 2 contains 5102 members
Entering Unmasked Estep
Score: -348967.968750 Penalty: 2827.450684
Iteration 13Q: 3 clusters Score -348968 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 869 members
Mstep: Class 2 contains 5133 members
Entering Unmasked Estep
Score: -348978.125000 Penalty: 2827.450684
Iteration 14Q: 3 clusters Score -348978.1 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 849 members
Mstep: Class 2 contains 5153 members
Entering Unmasked Estep
Score: -348984.843750 Penalty: 2827.450684
Iteration 15Q: 3 clusters Score -348984.8 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 827 members
Mstep: Class 2 contains 5175 members
Entering Unmasked Estep
Score: -348992.000000 Penalty: 2827.450684
Iteration 16Q: 3 clusters Score -348992 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 807 members
Mstep: Class 2 contains 5195 members
Entering Unmasked Estep
Score: -348999.968750 Penalty: 2827.450684
Iteration 17Q: 3 clusters Score -349000 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 787 members
Mstep: Class 2 contains 5215 members
Entering Unmasked Estep
Score: -349005.656250 Penalty: 2827.450684
Iteration 18Q: 3 clusters Score -349005.7 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 770 members
Mstep: Class 2 contains 5232 members
Entering Unmasked Estep
Score: -349012.000000 Penalty: 2827.450684
Iteration 19Q: 3 clusters Score -349012 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 763 members
Mstep: Class 2 contains 5239 members
Entering Unmasked Estep
Score: -349012.906250 Penalty: 2827.450684
Iteration 20F: 3 clusters Score -349012.9 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 756 members
Mstep: Class 2 contains 5246 members
Entering Unmasked Estep
Score: -349015.281250 Penalty: 2827.450684
Iteration 21Q: 3 clusters Score -349015.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 751 members
Mstep: Class 2 contains 5251 members
Entering Unmasked Estep
Score: -349015.875000 Penalty: 2827.450684
Iteration 22Q: 3 clusters Score -349015.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 748 members
Mstep: Class 2 contains 5254 members
Entering Unmasked Estep
Score: -349017.031250 Penalty: 2827.450684
Iteration 23Q: 3 clusters Score -349017 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 748 members
Mstep: Class 2 contains 5254 members
Entering Unmasked Estep
Score: -349017.031250 Penalty: 2827.450684
Iteration 24F: 3 clusters Score -349017 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (3732 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3732 members
Entering Unmasked Estep
Score: -257694.875000 Penalty: 1336.513794
Iteration 0F: 2 clusters Score -257694.9 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1869 members
Mstep: Class 2 contains 1863 members
Entering Unmasked Estep
Score: -254503.812500 Penalty: 2673.027588
Iteration 0F: 3 clusters Score -254503.8 nChanged 1454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1941 members
Mstep: Class 2 contains 1791 members
Entering Unmasked Estep
Score: -255351.031250 Penalty: 2673.027588
Iteration 1F: 3 clusters Score -255351 nChanged 294
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1999 members
Mstep: Class 2 contains 1733 members
Entering Unmasked Estep
Score: -255509.625000 Penalty: 2673.027588
Iteration 2F: 3 clusters Score -255509.6 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2032 members
Mstep: Class 2 contains 1700 members
Entering Unmasked Estep
Score: -255596.765625 Penalty: 2673.027588
Iteration 3Q: 3 clusters Score -255596.8 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2050 members
Mstep: Class 2 contains 1682 members
Entering Unmasked Estep
Score: -255657.171875 Penalty: 2673.027588
Iteration 4Q: 3 clusters Score -255657.2 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2075 members
Mstep: Class 2 contains 1657 members
Entering Unmasked Estep
Score: -255711.484375 Penalty: 2673.027588
Iteration 5Q: 3 clusters Score -255711.5 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2104 members
Mstep: Class 2 contains 1628 members
Entering Unmasked Estep
Score: -255756.343750 Penalty: 2673.027588
Iteration 6Q: 3 clusters Score -255756.3 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2132 members
Mstep: Class 2 contains 1600 members
Entering Unmasked Estep
Score: -255801.203125 Penalty: 2673.027588
Iteration 7Q: 3 clusters Score -255801.2 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2162 members
Mstep: Class 2 contains 1570 members
Entering Unmasked Estep
Score: -255838.687500 Penalty: 2673.027588
Iteration 8Q: 3 clusters Score -255838.7 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2193 members
Mstep: Class 2 contains 1539 members
Entering Unmasked Estep
Score: -255876.671875 Penalty: 2673.027588
Iteration 9Q: 3 clusters Score -255876.7 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2204 members
Mstep: Class 2 contains 1528 members
Entering Unmasked Estep
Score: -255914.187500 Penalty: 2673.027588
Iteration 10Q: 3 clusters Score -255914.2 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2219 members
Mstep: Class 2 contains 1513 members
Entering Unmasked Estep
Score: -255948.171875 Penalty: 2673.027588
Iteration 11Q: 3 clusters Score -255948.2 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2246 members
Mstep: Class 2 contains 1486 members
Entering Unmasked Estep
Score: -255982.328125 Penalty: 2673.027588
Iteration 12Q: 3 clusters Score -255982.3 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2273 members
Mstep: Class 2 contains 1459 members
Entering Unmasked Estep
Score: -256015.218750 Penalty: 2673.027588
Iteration 13Q: 3 clusters Score -256015.2 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2311 members
Mstep: Class 2 contains 1421 members
Entering Unmasked Estep
Score: -256049.171875 Penalty: 2673.027588
Iteration 14Q: 3 clusters Score -256049.2 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2358 members
Mstep: Class 2 contains 1374 members
Entering Unmasked Estep
Score: -256091.000000 Penalty: 2673.027588
Iteration 15Q: 3 clusters Score -256091 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2413 members
Mstep: Class 2 contains 1319 members
Entering Unmasked Estep
Score: -256133.984375 Penalty: 2673.027588
Iteration 16Q: 3 clusters Score -256134 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2457 members
Mstep: Class 2 contains 1275 members
Entering Unmasked Estep
Score: -256173.140625 Penalty: 2673.027588
Iteration 17Q: 3 clusters Score -256173.1 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2503 members
Mstep: Class 2 contains 1229 members
Entering Unmasked Estep
Score: -256226.984375 Penalty: 2673.027588
Iteration 18Q: 3 clusters Score -256227 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2542 members
Mstep: Class 2 contains 1190 members
Entering Unmasked Estep
Score: -256278.437500 Penalty: 2673.027588
Iteration 19Q: 3 clusters Score -256278.4 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2575 members
Mstep: Class 2 contains 1157 members
Entering Unmasked Estep
Score: -256324.859375 Penalty: 2673.027588
Iteration 20F: 3 clusters Score -256324.9 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2620 members
Mstep: Class 2 contains 1112 members
Entering Unmasked Estep
Score: -256363.078125 Penalty: 2673.027588
Iteration 21Q: 3 clusters Score -256363.1 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2653 members
Mstep: Class 2 contains 1079 members
Entering Unmasked Estep
Score: -256389.156250 Penalty: 2673.027588
Iteration 22Q: 3 clusters Score -256389.2 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2674 members
Mstep: Class 2 contains 1058 members
Entering Unmasked Estep
Score: -256405.328125 Penalty: 2673.027588
Iteration 23Q: 3 clusters Score -256405.3 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2697 members
Mstep: Class 2 contains 1035 members
Entering Unmasked Estep
Score: -256425.171875 Penalty: 2673.027588
Iteration 24Q: 3 clusters Score -256425.2 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2718 members
Mstep: Class 2 contains 1014 members
Entering Unmasked Estep
Score: -256440.593750 Penalty: 2673.027588
Iteration 25Q: 3 clusters Score -256440.6 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2743 members
Mstep: Class 2 contains 989 members
Entering Unmasked Estep
Score: -256455.109375 Penalty: 2673.027588
Iteration 26Q: 3 clusters Score -256455.1 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2761 members
Mstep: Class 2 contains 971 members
Entering Unmasked Estep
Score: -256464.578125 Penalty: 2673.027588
Iteration 27Q: 3 clusters Score -256464.6 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2776 members
Mstep: Class 2 contains 956 members
Entering Unmasked Estep
Score: -256470.484375 Penalty: 2673.027588
Iteration 28Q: 3 clusters Score -256470.5 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2788 members
Mstep: Class 2 contains 944 members
Entering Unmasked Estep
Score: -256475.109375 Penalty: 2673.027588
Iteration 29Q: 3 clusters Score -256475.1 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2798 members
Mstep: Class 2 contains 934 members
Entering Unmasked Estep
Score: -256479.578125 Penalty: 2673.027588
Iteration 30Q: 3 clusters Score -256479.6 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2805 members
Mstep: Class 2 contains 927 members
Entering Unmasked Estep
Score: -256482.500000 Penalty: 2673.027588
Iteration 31Q: 3 clusters Score -256482.5 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2812 members
Mstep: Class 2 contains 920 members
Entering Unmasked Estep
Score: -256486.859375 Penalty: 2673.027588
Iteration 32Q: 3 clusters Score -256486.9 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2819 members
Mstep: Class 2 contains 913 members
Entering Unmasked Estep
Score: -256489.359375 Penalty: 2673.027588
Iteration 33Q: 3 clusters Score -256489.4 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2825 members
Mstep: Class 2 contains 907 members
Entering Unmasked Estep
Score: -256491.171875 Penalty: 2673.027588
Iteration 34Q: 3 clusters Score -256491.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2828 members
Mstep: Class 2 contains 904 members
Entering Unmasked Estep
Score: -256493.250000 Penalty: 2673.027588
Iteration 35Q: 3 clusters Score -256493.2 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2833 members
Mstep: Class 2 contains 899 members
Entering Unmasked Estep
Score: -256495.687500 Penalty: 2673.027588
Iteration 36Q: 3 clusters Score -256495.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2835 members
Mstep: Class 2 contains 897 members
Entering Unmasked Estep
Score: -256497.046875 Penalty: 2673.027588
Iteration 37Q: 3 clusters Score -256497 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2841 members
Mstep: Class 2 contains 891 members
Entering Unmasked Estep
Score: -256498.953125 Penalty: 2673.027588
Iteration 38Q: 3 clusters Score -256499 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2847 members
Mstep: Class 2 contains 885 members
Entering Unmasked Estep
Score: -256502.515625 Penalty: 2673.027588
Iteration 39Q: 3 clusters Score -256502.5 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2852 members
Mstep: Class 2 contains 880 members
Entering Unmasked Estep
Score: -256505.109375 Penalty: 2673.027588
Iteration 40F: 3 clusters Score -256505.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2854 members
Mstep: Class 2 contains 878 members
Entering Unmasked Estep
Score: -256506.781250 Penalty: 2673.027588
Iteration 41Q: 3 clusters Score -256506.8 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2858 members
Mstep: Class 2 contains 874 members
Entering Unmasked Estep
Score: -256508.218750 Penalty: 2673.027588
Iteration 42Q: 3 clusters Score -256508.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2862 members
Mstep: Class 2 contains 870 members
Entering Unmasked Estep
Score: -256509.562500 Penalty: 2673.027588
Iteration 43Q: 3 clusters Score -256509.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2865 members
Mstep: Class 2 contains 867 members
Entering Unmasked Estep
Score: -256510.359375 Penalty: 2673.027588
Iteration 44Q: 3 clusters Score -256510.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2868 members
Mstep: Class 2 contains 864 members
Entering Unmasked Estep
Score: -256511.265625 Penalty: 2673.027588
Iteration 45Q: 3 clusters Score -256511.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2871 members
Mstep: Class 2 contains 861 members
Entering Unmasked Estep
Score: -256511.843750 Penalty: 2673.027588
Iteration 46Q: 3 clusters Score -256511.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2872 members
Mstep: Class 2 contains 860 members
Entering Unmasked Estep
Score: -256511.765625 Penalty: 2673.027588
Iteration 47Q: 3 clusters Score -256511.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2873 members
Mstep: Class 2 contains 859 members
Entering Unmasked Estep
Score: -256512.187500 Penalty: 2673.027588
Iteration 48Q: 3 clusters Score -256512.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2874 members
Mstep: Class 2 contains 858 members
Entering Unmasked Estep
Score: -256512.437500 Penalty: 2673.027588
Iteration 49Q: 3 clusters Score -256512.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2875 members
Mstep: Class 2 contains 857 members
Entering Unmasked Estep
Score: -256513.015625 Penalty: 2673.027588
Iteration 50Q: 3 clusters Score -256513 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2875 members
Mstep: Class 2 contains 857 members
Entering Unmasked Estep
Score: -256513.015625 Penalty: 2673.027588
Iteration 51F: 3 clusters Score -256513 nChanged 0
Entering ConstructFrom:
Trying to split cluster 19 (23921 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23921 members
Entering Unmasked Estep
Score: -1679992.500000 Penalty: 1638.408203
Iteration 0F: 2 clusters Score -1679992 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11816 members
Mstep: Class 2 contains 12105 members
Entering Unmasked Estep
Score: -1663772.625000 Penalty: 3276.816406
Iteration 0F: 3 clusters Score -1663773 nChanged 10952
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10906 members
Mstep: Class 2 contains 13015 members
Entering Unmasked Estep
Score: -1669821.500000 Penalty: 3276.816406
Iteration 1F: 3 clusters Score -1669822 nChanged 1285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10229 members
Mstep: Class 2 contains 13692 members
Entering Unmasked Estep
Score: -1670374.125000 Penalty: 3276.816406
Iteration 2F: 3 clusters Score -1670374 nChanged 1362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9267 members
Mstep: Class 2 contains 14654 members
Entering Unmasked Estep
Score: -1671069.875000 Penalty: 3276.816406
Iteration 3F: 3 clusters Score -1671070 nChanged 1481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8056 members
Mstep: Class 2 contains 15865 members
Entering Unmasked Estep
Score: -1672018.250000 Penalty: 3276.816406
Iteration 4F: 3 clusters Score -1672018 nChanged 1593
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6679 members
Mstep: Class 2 contains 17242 members
Entering Unmasked Estep
Score: -1673194.000000 Penalty: 3276.816406
Iteration 5F: 3 clusters Score -1673194 nChanged 1581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5266 members
Mstep: Class 2 contains 18655 members
Entering Unmasked Estep
Score: -1674482.125000 Penalty: 3276.816406
Iteration 6F: 3 clusters Score -1674482 nChanged 1337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4037 members
Mstep: Class 2 contains 19884 members
Entering Unmasked Estep
Score: -1675635.000000 Penalty: 3276.816406
Iteration 7F: 3 clusters Score -1675635 nChanged 1062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3043 members
Mstep: Class 2 contains 20878 members
Entering Unmasked Estep
Score: -1676527.000000 Penalty: 3276.816406
Iteration 8Q: 3 clusters Score -1676527 nChanged 767
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2320 members
Mstep: Class 2 contains 21601 members
Entering Unmasked Estep
Score: -1677120.000000 Penalty: 3276.816406
Iteration 9Q: 3 clusters Score -1677120 nChanged 545
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1803 members
Mstep: Class 2 contains 22118 members
Entering Unmasked Estep
Score: -1677489.375000 Penalty: 3276.816406
Iteration 10Q: 3 clusters Score -1677489 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1455 members
Mstep: Class 2 contains 22466 members
Entering Unmasked Estep
Score: -1677741.250000 Penalty: 3276.816406
Iteration 11Q: 3 clusters Score -1677741 nChanged 291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1172 members
Mstep: Class 2 contains 22749 members
Entering Unmasked Estep
Score: -1677946.375000 Penalty: 3276.816406
Iteration 12Q: 3 clusters Score -1677946 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 967 members
Mstep: Class 2 contains 22954 members
Entering Unmasked Estep
Score: -1678099.625000 Penalty: 3276.816406
Iteration 13Q: 3 clusters Score -1678100 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 812 members
Mstep: Class 2 contains 23109 members
Entering Unmasked Estep
Score: -1678206.000000 Penalty: 3276.816406
Iteration 14Q: 3 clusters Score -1678206 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 724 members
Mstep: Class 2 contains 23197 members
Entering Unmasked Estep
Score: -1678276.875000 Penalty: 3276.816406
Iteration 15Q: 3 clusters Score -1678277 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 643 members
Mstep: Class 2 contains 23278 members
Entering Unmasked Estep
Score: -1678325.375000 Penalty: 3276.816406
Iteration 16Q: 3 clusters Score -1678325 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 580 members
Mstep: Class 2 contains 23341 members
Entering Unmasked Estep
Score: -1678370.875000 Penalty: 3276.816406
Iteration 17Q: 3 clusters Score -1678371 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 534 members
Mstep: Class 2 contains 23387 members
Entering Unmasked Estep
Score: -1678412.500000 Penalty: 3276.816406
Iteration 18Q: 3 clusters Score -1678412 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 493 members
Mstep: Class 2 contains 23428 members
Entering Unmasked Estep
Score: -1678442.750000 Penalty: 3276.816406
Iteration 19Q: 3 clusters Score -1678443 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 464 members
Mstep: Class 2 contains 23457 members
Entering Unmasked Estep
Score: -1678466.000000 Penalty: 3276.816406
Iteration 20F: 3 clusters Score -1678466 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 447 members
Mstep: Class 2 contains 23474 members
Entering Unmasked Estep
Score: -1678481.750000 Penalty: 3276.816406
Iteration 21Q: 3 clusters Score -1678482 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 428 members
Mstep: Class 2 contains 23493 members
Entering Unmasked Estep
Score: -1678490.750000 Penalty: 3276.816406
Iteration 22Q: 3 clusters Score -1678491 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 419 members
Mstep: Class 2 contains 23502 members
Entering Unmasked Estep
Score: -1678502.125000 Penalty: 3276.816406
Iteration 23Q: 3 clusters Score -1678502 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 408 members
Mstep: Class 2 contains 23513 members
Entering Unmasked Estep
Score: -1678515.125000 Penalty: 3276.816406
Iteration 24Q: 3 clusters Score -1678515 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 396 members
Mstep: Class 2 contains 23525 members
Entering Unmasked Estep
Score: -1678524.250000 Penalty: 3276.816406
Iteration 25Q: 3 clusters Score -1678524 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 387 members
Mstep: Class 2 contains 23534 members
Entering Unmasked Estep
Score: -1678532.375000 Penalty: 3276.816406
Iteration 26Q: 3 clusters Score -1678532 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 378 members
Mstep: Class 2 contains 23543 members
Entering Unmasked Estep
Score: -1678536.625000 Penalty: 3276.816406
Iteration 27Q: 3 clusters Score -1678537 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 368 members
Mstep: Class 2 contains 23553 members
Entering Unmasked Estep
Score: -1678545.000000 Penalty: 3276.816406
Iteration 28Q: 3 clusters Score -1678545 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 361 members
Mstep: Class 2 contains 23560 members
Entering Unmasked Estep
Score: -1678550.250000 Penalty: 3276.816406
Iteration 29Q: 3 clusters Score -1678550 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 358 members
Mstep: Class 2 contains 23563 members
Entering Unmasked Estep
Score: -1678553.625000 Penalty: 3276.816406
Iteration 30Q: 3 clusters Score -1678554 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 357 members
Mstep: Class 2 contains 23564 members
Entering Unmasked Estep
Score: -1678556.375000 Penalty: 3276.816406
Iteration 31Q: 3 clusters Score -1678556 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 354 members
Mstep: Class 2 contains 23567 members
Entering Unmasked Estep
Score: -1678560.250000 Penalty: 3276.816406
Iteration 32Q: 3 clusters Score -1678560 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 352 members
Mstep: Class 2 contains 23569 members
Entering Unmasked Estep
Score: -1678563.250000 Penalty: 3276.816406
Iteration 33Q: 3 clusters Score -1678563 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 349 members
Mstep: Class 2 contains 23572 members
Entering Unmasked Estep
Score: -1678565.250000 Penalty: 3276.816406
Iteration 34Q: 3 clusters Score -1678565 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 347 members
Mstep: Class 2 contains 23574 members
Entering Unmasked Estep
Score: -1678569.125000 Penalty: 3276.816406
Iteration 35Q: 3 clusters Score -1678569 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 341 members
Mstep: Class 2 contains 23580 members
Entering Unmasked Estep
Score: -1678572.750000 Penalty: 3276.816406
Iteration 36Q: 3 clusters Score -1678573 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 341 members
Mstep: Class 2 contains 23580 members
Entering Unmasked Estep
Score: -1678576.000000 Penalty: 3276.816406
Iteration 37Q: 3 clusters Score -1678576 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 340 members
Mstep: Class 2 contains 23581 members
Entering Unmasked Estep
Score: -1678578.625000 Penalty: 3276.816406
Iteration 38Q: 3 clusters Score -1678579 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 342 members
Mstep: Class 2 contains 23579 members
Entering Unmasked Estep
Score: -1678580.125000 Penalty: 3276.816406
Iteration 39Q: 3 clusters Score -1678580 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 340 members
Mstep: Class 2 contains 23581 members
Entering Unmasked Estep
Score: -1678580.875000 Penalty: 3276.816406
Iteration 40F: 3 clusters Score -1678581 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 338 members
Mstep: Class 2 contains 23583 members
Entering Unmasked Estep
Score: -1678580.750000 Penalty: 3276.816406
Iteration 41Q: 3 clusters Score -1678581 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 338 members
Mstep: Class 2 contains 23583 members
Entering Unmasked Estep
Score: -1678580.750000 Penalty: 3276.816406
Iteration 42F: 3 clusters Score -1678581 nChanged 0
Entering ConstructFrom:
Trying to split cluster 20 (74396 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74396 members
Entering Unmasked Estep
Score: -5070463.500000 Penalty: 1822.788086
Iteration 0F: 2 clusters Score -5070464 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37082 members
Mstep: Class 2 contains 37314 members
Entering Unmasked Estep
Score: -5020619.000000 Penalty: 3645.576172
Iteration 0F: 3 clusters Score -5020619 nChanged 35203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36079 members
Mstep: Class 2 contains 38317 members
Entering Unmasked Estep
Score: -5041203.000000 Penalty: 3645.576172
Iteration 1F: 3 clusters Score -5041203 nChanged 3053
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35322 members
Mstep: Class 2 contains 39074 members
Entering Unmasked Estep
Score: -5042293.500000 Penalty: 3645.576172
Iteration 2Q: 3 clusters Score -5042294 nChanged 3269
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34245 members
Mstep: Class 2 contains 40151 members
Entering Unmasked Estep
Score: -5044117.000000 Penalty: 3645.576172
Iteration 3Q: 3 clusters Score -5044117 nChanged 3867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33062 members
Mstep: Class 2 contains 41334 members
Entering Unmasked Estep
Score: -5046929.500000 Penalty: 3645.576172
Iteration 4F: 3 clusters Score -5046930 nChanged 4489
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32347 members
Mstep: Class 2 contains 42049 members
Entering Unmasked Estep
Score: -5050410.500000 Penalty: 3645.576172
Iteration 5F: 3 clusters Score -5050410 nChanged 5058
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32311 members
Mstep: Class 2 contains 42085 members
Entering Unmasked Estep
Score: -5054782.000000 Penalty: 3645.576172
Iteration 6F: 3 clusters Score -5054782 nChanged 5537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33156 members
Mstep: Class 2 contains 41240 members
Entering Unmasked Estep
Score: -5060119.500000 Penalty: 3645.576172
Iteration 7F: 3 clusters Score -5060120 nChanged 5519
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34793 members
Mstep: Class 2 contains 39603 members
Entering Unmasked Estep
Score: -5065443.000000 Penalty: 3645.576172
Iteration 8F: 3 clusters Score -5065443 nChanged 4765
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36552 members
Mstep: Class 2 contains 37844 members
Entering Unmasked Estep
Score: -5069489.000000 Penalty: 3645.576172
Iteration 9F: 3 clusters Score -5069489 nChanged 3492
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38100 members
Mstep: Class 2 contains 36296 members
Entering Unmasked Estep
Score: -5072224.000000 Penalty: 3645.576172
Iteration 10Q: 3 clusters Score -5072224 nChanged 2553
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39567 members
Mstep: Class 2 contains 34829 members
Entering Unmasked Estep
Score: -5074052.000000 Penalty: 3645.576172
Iteration 11Q: 3 clusters Score -5074052 nChanged 1990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40991 members
Mstep: Class 2 contains 33405 members
Entering Unmasked Estep
Score: -5075420.000000 Penalty: 3645.576172
Iteration 12Q: 3 clusters Score -5075420 nChanged 1673
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42390 members
Mstep: Class 2 contains 32006 members
Entering Unmasked Estep
Score: -5076518.500000 Penalty: 3645.576172
Iteration 13Q: 3 clusters Score -5076518 nChanged 1477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43753 members
Mstep: Class 2 contains 30643 members
Entering Unmasked Estep
Score: -5077403.000000 Penalty: 3645.576172
Iteration 14Q: 3 clusters Score -5077403 nChanged 1395
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45118 members
Mstep: Class 2 contains 29278 members
Entering Unmasked Estep
Score: -5078167.500000 Penalty: 3645.576172
Iteration 15Q: 3 clusters Score -5078168 nChanged 1364
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46474 members
Mstep: Class 2 contains 27922 members
Entering Unmasked Estep
Score: -5078960.000000 Penalty: 3645.576172
Iteration 16Q: 3 clusters Score -5078960 nChanged 1302
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47776 members
Mstep: Class 2 contains 26620 members
Entering Unmasked Estep
Score: -5079704.000000 Penalty: 3645.576172
Iteration 17Q: 3 clusters Score -5079704 nChanged 1216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48992 members
Mstep: Class 2 contains 25404 members
Entering Unmasked Estep
Score: -5080315.000000 Penalty: 3645.576172
Iteration 18Q: 3 clusters Score -5080315 nChanged 1078
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50070 members
Mstep: Class 2 contains 24326 members
Entering Unmasked Estep
Score: -5080891.500000 Penalty: 3645.576172
Iteration 19Q: 3 clusters Score -5080892 nChanged 931
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51001 members
Mstep: Class 2 contains 23395 members
Entering Unmasked Estep
Score: -5081331.000000 Penalty: 3645.576172
Iteration 20F: 3 clusters Score -5081331 nChanged 810
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51811 members
Mstep: Class 2 contains 22585 members
Entering Unmasked Estep
Score: -5081631.500000 Penalty: 3645.576172
Iteration 21Q: 3 clusters Score -5081632 nChanged 675
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52486 members
Mstep: Class 2 contains 21910 members
Entering Unmasked Estep
Score: -5081881.500000 Penalty: 3645.576172
Iteration 22Q: 3 clusters Score -5081882 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53014 members
Mstep: Class 2 contains 21382 members
Entering Unmasked Estep
Score: -5082075.500000 Penalty: 3645.576172
Iteration 23Q: 3 clusters Score -5082076 nChanged 419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53433 members
Mstep: Class 2 contains 20963 members
Entering Unmasked Estep
Score: -5082175.500000 Penalty: 3645.576172
Iteration 24Q: 3 clusters Score -5082176 nChanged 314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53745 members
Mstep: Class 2 contains 20651 members
Entering Unmasked Estep
Score: -5082214.000000 Penalty: 3645.576172
Iteration 25Q: 3 clusters Score -5082214 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53975 members
Mstep: Class 2 contains 20421 members
Entering Unmasked Estep
Score: -5082248.500000 Penalty: 3645.576172
Iteration 26Q: 3 clusters Score -5082248 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54155 members
Mstep: Class 2 contains 20241 members
Entering Unmasked Estep
Score: -5082258.500000 Penalty: 3645.576172
Iteration 27Q: 3 clusters Score -5082258 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54291 members
Mstep: Class 2 contains 20105 members
Entering Unmasked Estep
Score: -5082268.000000 Penalty: 3645.576172
Iteration 28Q: 3 clusters Score -5082268 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54409 members
Mstep: Class 2 contains 19987 members
Entering Unmasked Estep
Score: -5082277.000000 Penalty: 3645.576172
Iteration 29Q: 3 clusters Score -5082277 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54485 members
Mstep: Class 2 contains 19911 members
Entering Unmasked Estep
Score: -5082289.000000 Penalty: 3645.576172
Iteration 30Q: 3 clusters Score -5082289 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54556 members
Mstep: Class 2 contains 19840 members
Entering Unmasked Estep
Score: -5082293.000000 Penalty: 3645.576172
Iteration 31Q: 3 clusters Score -5082293 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54625 members
Mstep: Class 2 contains 19771 members
Entering Unmasked Estep
Score: -5082311.000000 Penalty: 3645.576172
Iteration 32Q: 3 clusters Score -5082311 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54676 members
Mstep: Class 2 contains 19720 members
Entering Unmasked Estep
Score: -5082317.500000 Penalty: 3645.576172
Iteration 33Q: 3 clusters Score -5082318 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54715 members
Mstep: Class 2 contains 19681 members
Entering Unmasked Estep
Score: -5082321.500000 Penalty: 3645.576172
Iteration 34Q: 3 clusters Score -5082322 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54738 members
Mstep: Class 2 contains 19658 members
Entering Unmasked Estep
Score: -5082336.500000 Penalty: 3645.576172
Iteration 35Q: 3 clusters Score -5082336 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54756 members
Mstep: Class 2 contains 19640 members
Entering Unmasked Estep
Score: -5082328.500000 Penalty: 3645.576172
Iteration 36Q: 3 clusters Score -5082328 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54775 members
Mstep: Class 2 contains 19621 members
Entering Unmasked Estep
Score: -5082324.500000 Penalty: 3645.576172
Iteration 37Q: 3 clusters Score -5082324 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54788 members
Mstep: Class 2 contains 19608 members
Entering Unmasked Estep
Score: -5082329.000000 Penalty: 3645.576172
Iteration 38Q: 3 clusters Score -5082329 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54796 members
Mstep: Class 2 contains 19600 members
Entering Unmasked Estep
Score: -5082337.000000 Penalty: 3645.576172
Iteration 39Q: 3 clusters Score -5082337 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54806 members
Mstep: Class 2 contains 19590 members
Entering Unmasked Estep
Score: -5082333.500000 Penalty: 3645.576172
Iteration 40F: 3 clusters Score -5082334 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54814 members
Mstep: Class 2 contains 19582 members
Entering Unmasked Estep
Score: -5082333.000000 Penalty: 3645.576172
Iteration 41Q: 3 clusters Score -5082333 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54825 members
Mstep: Class 2 contains 19571 members
Entering Unmasked Estep
Score: -5082337.000000 Penalty: 3645.576172
Iteration 42Q: 3 clusters Score -5082337 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54833 members
Mstep: Class 2 contains 19563 members
Entering Unmasked Estep
Score: -5082336.500000 Penalty: 3645.576172
Iteration 43Q: 3 clusters Score -5082336 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54840 members
Mstep: Class 2 contains 19556 members
Entering Unmasked Estep
Score: -5082330.000000 Penalty: 3645.576172
Iteration 44Q: 3 clusters Score -5082330 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54844 members
Mstep: Class 2 contains 19552 members
Entering Unmasked Estep
Score: -5082331.500000 Penalty: 3645.576172
Iteration 45Q: 3 clusters Score -5082332 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54847 members
Mstep: Class 2 contains 19549 members
Entering Unmasked Estep
Score: -5082330.000000 Penalty: 3645.576172
Iteration 46Q: 3 clusters Score -5082330 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54850 members
Mstep: Class 2 contains 19546 members
Entering Unmasked Estep
Score: -5082330.500000 Penalty: 3645.576172
Iteration 47Q: 3 clusters Score -5082330 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54853 members
Mstep: Class 2 contains 19543 members
Entering Unmasked Estep
Score: -5082323.000000 Penalty: 3645.576172
Iteration 48Q: 3 clusters Score -5082323 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54853 members
Mstep: Class 2 contains 19543 members
Entering Unmasked Estep
Score: -5082323.000000 Penalty: 3645.576172
Iteration 49F: 3 clusters Score -5082323 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 4256 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 673 members
Mstep: Class 16 contains 2328 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 54853 members
Mstep: Class 21 contains 52508 members
Mstep: Class 22 contains 424 members
Mstep: Class 23 contains 13415 members
Mstep: Class 24 contains 8724 members
Mstep: Class 25 contains 6553 members
Mstep: Class 26 contains 1416 members
Mstep: Class 27 contains 2576 members
Mstep: Class 28 contains 19543 members
Entering Unmasked Estep
Score: -42075932.000000 Penalty: 60895.546875
Splitting cluster 20 changes total score from -42052900.000000 to -42075932.000000
So it's getting split into cluster 28.
Entering ConstructFrom:
Trying to split cluster 21 (52508 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52508 members
Entering Unmasked Estep
Score: -3338926.250000 Penalty: 1766.167114
Iteration 0F: 2 clusters Score -3338926 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26412 members
Mstep: Class 2 contains 26096 members
Entering Unmasked Estep
Score: -3303680.750000 Penalty: 3532.334229
Iteration 0F: 3 clusters Score -3303681 nChanged 24782
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27104 members
Mstep: Class 2 contains 25404 members
Entering Unmasked Estep
Score: -3318573.250000 Penalty: 3532.334229
Iteration 1F: 3 clusters Score -3318573 nChanged 2721
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27239 members
Mstep: Class 2 contains 25269 members
Entering Unmasked Estep
Score: -3320302.250000 Penalty: 3532.334229
Iteration 2F: 3 clusters Score -3320302 nChanged 3241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27138 members
Mstep: Class 2 contains 25370 members
Entering Unmasked Estep
Score: -3323042.750000 Penalty: 3532.334229
Iteration 3F: 3 clusters Score -3323043 nChanged 3982
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26492 members
Mstep: Class 2 contains 26016 members
Entering Unmasked Estep
Score: -3326811.750000 Penalty: 3532.334229
Iteration 4F: 3 clusters Score -3326812 nChanged 4434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25336 members
Mstep: Class 2 contains 27172 members
Entering Unmasked Estep
Score: -3330829.250000 Penalty: 3532.334229
Iteration 5F: 3 clusters Score -3330829 nChanged 4037
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23999 members
Mstep: Class 2 contains 28509 members
Entering Unmasked Estep
Score: -3334021.500000 Penalty: 3532.334229
Iteration 6F: 3 clusters Score -3334022 nChanged 3081
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22810 members
Mstep: Class 2 contains 29698 members
Entering Unmasked Estep
Score: -3336051.000000 Penalty: 3532.334229
Iteration 7F: 3 clusters Score -3336051 nChanged 1986
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21856 members
Mstep: Class 2 contains 30652 members
Entering Unmasked Estep
Score: -3337192.250000 Penalty: 3532.334229
Iteration 8Q: 3 clusters Score -3337192 nChanged 1211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21061 members
Mstep: Class 2 contains 31447 members
Entering Unmasked Estep
Score: -3337901.750000 Penalty: 3532.334229
Iteration 9Q: 3 clusters Score -3337902 nChanged 890
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20333 members
Mstep: Class 2 contains 32175 members
Entering Unmasked Estep
Score: -3338494.250000 Penalty: 3532.334229
Iteration 10Q: 3 clusters Score -3338494 nChanged 699
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19724 members
Mstep: Class 2 contains 32784 members
Entering Unmasked Estep
Score: -3338847.250000 Penalty: 3532.334229
Iteration 11Q: 3 clusters Score -3338847 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19218 members
Mstep: Class 2 contains 33290 members
Entering Unmasked Estep
Score: -3339041.250000 Penalty: 3532.334229
Iteration 12Q: 3 clusters Score -3339041 nChanged 503
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18747 members
Mstep: Class 2 contains 33761 members
Entering Unmasked Estep
Score: -3339168.750000 Penalty: 3532.334229
Iteration 13Q: 3 clusters Score -3339169 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18312 members
Mstep: Class 2 contains 34196 members
Entering Unmasked Estep
Score: -3339284.000000 Penalty: 3532.334229
Iteration 14Q: 3 clusters Score -3339284 nChanged 365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17953 members
Mstep: Class 2 contains 34555 members
Entering Unmasked Estep
Score: -3339337.000000 Penalty: 3532.334229
Iteration 15Q: 3 clusters Score -3339337 nChanged 312
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17643 members
Mstep: Class 2 contains 34865 members
Entering Unmasked Estep
Score: -3339380.500000 Penalty: 3532.334229
Iteration 16Q: 3 clusters Score -3339380 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17364 members
Mstep: Class 2 contains 35144 members
Entering Unmasked Estep
Score: -3339433.750000 Penalty: 3532.334229
Iteration 17Q: 3 clusters Score -3339434 nChanged 262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17102 members
Mstep: Class 2 contains 35406 members
Entering Unmasked Estep
Score: -3339473.000000 Penalty: 3532.334229
Iteration 18Q: 3 clusters Score -3339473 nChanged 235
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16867 members
Mstep: Class 2 contains 35641 members
Entering Unmasked Estep
Score: -3339497.250000 Penalty: 3532.334229
Iteration 19Q: 3 clusters Score -3339497 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16635 members
Mstep: Class 2 contains 35873 members
Entering Unmasked Estep
Score: -3339541.500000 Penalty: 3532.334229
Iteration 20F: 3 clusters Score -3339542 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16416 members
Mstep: Class 2 contains 36092 members
Entering Unmasked Estep
Score: -3339551.750000 Penalty: 3532.334229
Iteration 21Q: 3 clusters Score -3339552 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16229 members
Mstep: Class 2 contains 36279 members
Entering Unmasked Estep
Score: -3339572.500000 Penalty: 3532.334229
Iteration 22Q: 3 clusters Score -3339572 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16044 members
Mstep: Class 2 contains 36464 members
Entering Unmasked Estep
Score: -3339599.000000 Penalty: 3532.334229
Iteration 23Q: 3 clusters Score -3339599 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15862 members
Mstep: Class 2 contains 36646 members
Entering Unmasked Estep
Score: -3339617.500000 Penalty: 3532.334229
Iteration 24Q: 3 clusters Score -3339618 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15700 members
Mstep: Class 2 contains 36808 members
Entering Unmasked Estep
Score: -3339632.500000 Penalty: 3532.334229
Iteration 25Q: 3 clusters Score -3339632 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15552 members
Mstep: Class 2 contains 36956 members
Entering Unmasked Estep
Score: -3339634.500000 Penalty: 3532.334229
Iteration 26Q: 3 clusters Score -3339634 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15418 members
Mstep: Class 2 contains 37090 members
Entering Unmasked Estep
Score: -3339649.500000 Penalty: 3532.334229
Iteration 27Q: 3 clusters Score -3339650 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15284 members
Mstep: Class 2 contains 37224 members
Entering Unmasked Estep
Score: -3339666.000000 Penalty: 3532.334229
Iteration 28Q: 3 clusters Score -3339666 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15142 members
Mstep: Class 2 contains 37366 members
Entering Unmasked Estep
Score: -3339670.250000 Penalty: 3532.334229
Iteration 29Q: 3 clusters Score -3339670 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15000 members
Mstep: Class 2 contains 37508 members
Entering Unmasked Estep
Score: -3339679.750000 Penalty: 3532.334229
Iteration 30Q: 3 clusters Score -3339680 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14862 members
Mstep: Class 2 contains 37646 members
Entering Unmasked Estep
Score: -3339694.000000 Penalty: 3532.334229
Iteration 31Q: 3 clusters Score -3339694 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14740 members
Mstep: Class 2 contains 37768 members
Entering Unmasked Estep
Score: -3339704.000000 Penalty: 3532.334229
Iteration 32Q: 3 clusters Score -3339704 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14624 members
Mstep: Class 2 contains 37884 members
Entering Unmasked Estep
Score: -3339712.750000 Penalty: 3532.334229
Iteration 33Q: 3 clusters Score -3339713 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14520 members
Mstep: Class 2 contains 37988 members
Entering Unmasked Estep
Score: -3339724.000000 Penalty: 3532.334229
Iteration 34Q: 3 clusters Score -3339724 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14439 members
Mstep: Class 2 contains 38069 members
Entering Unmasked Estep
Score: -3339737.250000 Penalty: 3532.334229
Iteration 35Q: 3 clusters Score -3339737 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14346 members
Mstep: Class 2 contains 38162 members
Entering Unmasked Estep
Score: -3339750.000000 Penalty: 3532.334229
Iteration 36Q: 3 clusters Score -3339750 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14263 members
Mstep: Class 2 contains 38245 members
Entering Unmasked Estep
Score: -3339764.750000 Penalty: 3532.334229
Iteration 37Q: 3 clusters Score -3339765 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14177 members
Mstep: Class 2 contains 38331 members
Entering Unmasked Estep
Score: -3339768.750000 Penalty: 3532.334229
Iteration 38Q: 3 clusters Score -3339769 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14107 members
Mstep: Class 2 contains 38401 members
Entering Unmasked Estep
Score: -3339764.750000 Penalty: 3532.334229
Iteration 39Q: 3 clusters Score -3339765 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14050 members
Mstep: Class 2 contains 38458 members
Entering Unmasked Estep
Score: -3339763.250000 Penalty: 3532.334229
Iteration 40F: 3 clusters Score -3339763 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14004 members
Mstep: Class 2 contains 38504 members
Entering Unmasked Estep
Score: -3339769.500000 Penalty: 3532.334229
Iteration 41Q: 3 clusters Score -3339770 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13958 members
Mstep: Class 2 contains 38550 members
Entering Unmasked Estep
Score: -3339773.000000 Penalty: 3532.334229
Iteration 42Q: 3 clusters Score -3339773 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13908 members
Mstep: Class 2 contains 38600 members
Entering Unmasked Estep
Score: -3339765.000000 Penalty: 3532.334229
Iteration 43Q: 3 clusters Score -3339765 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13862 members
Mstep: Class 2 contains 38646 members
Entering Unmasked Estep
Score: -3339759.000000 Penalty: 3532.334229
Iteration 44Q: 3 clusters Score -3339759 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13815 members
Mstep: Class 2 contains 38693 members
Entering Unmasked Estep
Score: -3339760.000000 Penalty: 3532.334229
Iteration 45Q: 3 clusters Score -3339760 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13779 members
Mstep: Class 2 contains 38729 members
Entering Unmasked Estep
Score: -3339758.500000 Penalty: 3532.334229
Iteration 46Q: 3 clusters Score -3339758 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13732 members
Mstep: Class 2 contains 38776 members
Entering Unmasked Estep
Score: -3339763.750000 Penalty: 3532.334229
Iteration 47Q: 3 clusters Score -3339764 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13688 members
Mstep: Class 2 contains 38820 members
Entering Unmasked Estep
Score: -3339768.750000 Penalty: 3532.334229
Iteration 48Q: 3 clusters Score -3339769 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13641 members
Mstep: Class 2 contains 38867 members
Entering Unmasked Estep
Score: -3339764.000000 Penalty: 3532.334229
Iteration 49Q: 3 clusters Score -3339764 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13588 members
Mstep: Class 2 contains 38920 members
Entering Unmasked Estep
Score: -3339760.750000 Penalty: 3532.334229
Iteration 50Q: 3 clusters Score -3339761 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13544 members
Mstep: Class 2 contains 38964 members
Entering Unmasked Estep
Score: -3339771.000000 Penalty: 3532.334229
Iteration 51Q: 3 clusters Score -3339771 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13506 members
Mstep: Class 2 contains 39002 members
Entering Unmasked Estep
Score: -3339778.000000 Penalty: 3532.334229
Iteration 52Q: 3 clusters Score -3339778 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13470 members
Mstep: Class 2 contains 39038 members
Entering Unmasked Estep
Score: -3339776.750000 Penalty: 3532.334229
Iteration 53Q: 3 clusters Score -3339777 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13430 members
Mstep: Class 2 contains 39078 members
Entering Unmasked Estep
Score: -3339771.250000 Penalty: 3532.334229
Iteration 54Q: 3 clusters Score -3339771 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13402 members
Mstep: Class 2 contains 39106 members
Entering Unmasked Estep
Score: -3339774.000000 Penalty: 3532.334229
Iteration 55Q: 3 clusters Score -3339774 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13369 members
Mstep: Class 2 contains 39139 members
Entering Unmasked Estep
Score: -3339782.000000 Penalty: 3532.334229
Iteration 56Q: 3 clusters Score -3339782 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13337 members
Mstep: Class 2 contains 39171 members
Entering Unmasked Estep
Score: -3339785.000000 Penalty: 3532.334229
Iteration 57Q: 3 clusters Score -3339785 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13311 members
Mstep: Class 2 contains 39197 members
Entering Unmasked Estep
Score: -3339790.250000 Penalty: 3532.334229
Iteration 58Q: 3 clusters Score -3339790 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13282 members
Mstep: Class 2 contains 39226 members
Entering Unmasked Estep
Score: -3339785.750000 Penalty: 3532.334229
Iteration 59Q: 3 clusters Score -3339786 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13254 members
Mstep: Class 2 contains 39254 members
Entering Unmasked Estep
Score: -3339787.250000 Penalty: 3532.334229
Iteration 60F: 3 clusters Score -3339787 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13228 members
Mstep: Class 2 contains 39280 members
Entering Unmasked Estep
Score: -3339785.500000 Penalty: 3532.334229
Iteration 61Q: 3 clusters Score -3339786 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13207 members
Mstep: Class 2 contains 39301 members
Entering Unmasked Estep
Score: -3339785.750000 Penalty: 3532.334229
Iteration 62Q: 3 clusters Score -3339786 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13185 members
Mstep: Class 2 contains 39323 members
Entering Unmasked Estep
Score: -3339782.250000 Penalty: 3532.334229
Iteration 63Q: 3 clusters Score -3339782 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13160 members
Mstep: Class 2 contains 39348 members
Entering Unmasked Estep
Score: -3339786.250000 Penalty: 3532.334229
Iteration 64Q: 3 clusters Score -3339786 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13136 members
Mstep: Class 2 contains 39372 members
Entering Unmasked Estep
Score: -3339786.500000 Penalty: 3532.334229
Iteration 65Q: 3 clusters Score -3339786 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13111 members
Mstep: Class 2 contains 39397 members
Entering Unmasked Estep
Score: -3339789.750000 Penalty: 3532.334229
Iteration 66Q: 3 clusters Score -3339790 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13083 members
Mstep: Class 2 contains 39425 members
Entering Unmasked Estep
Score: -3339795.500000 Penalty: 3532.334229
Iteration 67Q: 3 clusters Score -3339796 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13056 members
Mstep: Class 2 contains 39452 members
Entering Unmasked Estep
Score: -3339791.750000 Penalty: 3532.334229
Iteration 68Q: 3 clusters Score -3339792 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13031 members
Mstep: Class 2 contains 39477 members
Entering Unmasked Estep
Score: -3339787.000000 Penalty: 3532.334229
Iteration 69Q: 3 clusters Score -3339787 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13011 members
Mstep: Class 2 contains 39497 members
Entering Unmasked Estep
Score: -3339793.000000 Penalty: 3532.334229
Iteration 70Q: 3 clusters Score -3339793 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12993 members
Mstep: Class 2 contains 39515 members
Entering Unmasked Estep
Score: -3339792.000000 Penalty: 3532.334229
Iteration 71Q: 3 clusters Score -3339792 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12972 members
Mstep: Class 2 contains 39536 members
Entering Unmasked Estep
Score: -3339796.750000 Penalty: 3532.334229
Iteration 72Q: 3 clusters Score -3339797 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12951 members
Mstep: Class 2 contains 39557 members
Entering Unmasked Estep
Score: -3339795.500000 Penalty: 3532.334229
Iteration 73Q: 3 clusters Score -3339796 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12937 members
Mstep: Class 2 contains 39571 members
Entering Unmasked Estep
Score: -3339797.250000 Penalty: 3532.334229
Iteration 74Q: 3 clusters Score -3339797 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12929 members
Mstep: Class 2 contains 39579 members
Entering Unmasked Estep
Score: -3339792.750000 Penalty: 3532.334229
Iteration 75Q: 3 clusters Score -3339793 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12923 members
Mstep: Class 2 contains 39585 members
Entering Unmasked Estep
Score: -3339793.250000 Penalty: 3532.334229
Iteration 76Q: 3 clusters Score -3339793 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12917 members
Mstep: Class 2 contains 39591 members
Entering Unmasked Estep
Score: -3339800.750000 Penalty: 3532.334229
Iteration 77Q: 3 clusters Score -3339801 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12906 members
Mstep: Class 2 contains 39602 members
Entering Unmasked Estep
Score: -3339805.500000 Penalty: 3532.334229
Iteration 78Q: 3 clusters Score -3339806 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12892 members
Mstep: Class 2 contains 39616 members
Entering Unmasked Estep
Score: -3339797.750000 Penalty: 3532.334229
Iteration 79Q: 3 clusters Score -3339798 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12879 members
Mstep: Class 2 contains 39629 members
Entering Unmasked Estep
Score: -3339796.000000 Penalty: 3532.334229
Iteration 80F: 3 clusters Score -3339796 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12860 members
Mstep: Class 2 contains 39648 members
Entering Unmasked Estep
Score: -3339798.500000 Penalty: 3532.334229
Iteration 81Q: 3 clusters Score -3339798 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12844 members
Mstep: Class 2 contains 39664 members
Entering Unmasked Estep
Score: -3339798.000000 Penalty: 3532.334229
Iteration 82Q: 3 clusters Score -3339798 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12827 members
Mstep: Class 2 contains 39681 members
Entering Unmasked Estep
Score: -3339797.250000 Penalty: 3532.334229
Iteration 83Q: 3 clusters Score -3339797 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12810 members
Mstep: Class 2 contains 39698 members
Entering Unmasked Estep
Score: -3339804.500000 Penalty: 3532.334229
Iteration 84Q: 3 clusters Score -3339804 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12795 members
Mstep: Class 2 contains 39713 members
Entering Unmasked Estep
Score: -3339798.250000 Penalty: 3532.334229
Iteration 85Q: 3 clusters Score -3339798 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12780 members
Mstep: Class 2 contains 39728 members
Entering Unmasked Estep
Score: -3339796.250000 Penalty: 3532.334229
Iteration 86Q: 3 clusters Score -3339796 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12757 members
Mstep: Class 2 contains 39751 members
Entering Unmasked Estep
Score: -3339805.500000 Penalty: 3532.334229
Iteration 87Q: 3 clusters Score -3339806 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12735 members
Mstep: Class 2 contains 39773 members
Entering Unmasked Estep
Score: -3339810.250000 Penalty: 3532.334229
Iteration 88Q: 3 clusters Score -3339810 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12716 members
Mstep: Class 2 contains 39792 members
Entering Unmasked Estep
Score: -3339802.500000 Penalty: 3532.334229
Iteration 89Q: 3 clusters Score -3339802 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12704 members
Mstep: Class 2 contains 39804 members
Entering Unmasked Estep
Score: -3339809.500000 Penalty: 3532.334229
Iteration 90Q: 3 clusters Score -3339810 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12691 members
Mstep: Class 2 contains 39817 members
Entering Unmasked Estep
Score: -3339807.000000 Penalty: 3532.334229
Iteration 91Q: 3 clusters Score -3339807 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12681 members
Mstep: Class 2 contains 39827 members
Entering Unmasked Estep
Score: -3339806.000000 Penalty: 3532.334229
Iteration 92Q: 3 clusters Score -3339806 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12668 members
Mstep: Class 2 contains 39840 members
Entering Unmasked Estep
Score: -3339808.250000 Penalty: 3532.334229
Iteration 93Q: 3 clusters Score -3339808 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12655 members
Mstep: Class 2 contains 39853 members
Entering Unmasked Estep
Score: -3339810.750000 Penalty: 3532.334229
Iteration 94Q: 3 clusters Score -3339811 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12648 members
Mstep: Class 2 contains 39860 members
Entering Unmasked Estep
Score: -3339812.250000 Penalty: 3532.334229
Iteration 95Q: 3 clusters Score -3339812 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12643 members
Mstep: Class 2 contains 39865 members
Entering Unmasked Estep
Score: -3339812.500000 Penalty: 3532.334229
Iteration 96Q: 3 clusters Score -3339812 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12636 members
Mstep: Class 2 contains 39872 members
Entering Unmasked Estep
Score: -3339810.750000 Penalty: 3532.334229
Iteration 97Q: 3 clusters Score -3339811 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12630 members
Mstep: Class 2 contains 39878 members
Entering Unmasked Estep
Score: -3339812.750000 Penalty: 3532.334229
Iteration 98Q: 3 clusters Score -3339813 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12625 members
Mstep: Class 2 contains 39883 members
Entering Unmasked Estep
Score: -3339813.000000 Penalty: 3532.334229
Iteration 99Q: 3 clusters Score -3339813 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12619 members
Mstep: Class 2 contains 39889 members
Entering Unmasked Estep
Score: -3339806.250000 Penalty: 3532.334229
Iteration 100F: 3 clusters Score -3339806 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12613 members
Mstep: Class 2 contains 39895 members
Entering Unmasked Estep
Score: -3339803.500000 Penalty: 3532.334229
Iteration 101Q: 3 clusters Score -3339804 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12607 members
Mstep: Class 2 contains 39901 members
Entering Unmasked Estep
Score: -3339811.500000 Penalty: 3532.334229
Iteration 102Q: 3 clusters Score -3339812 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12602 members
Mstep: Class 2 contains 39906 members
Entering Unmasked Estep
Score: -3339812.750000 Penalty: 3532.334229
Iteration 103Q: 3 clusters Score -3339813 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12598 members
Mstep: Class 2 contains 39910 members
Entering Unmasked Estep
Score: -3339812.500000 Penalty: 3532.334229
Iteration 104Q: 3 clusters Score -3339812 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12596 members
Mstep: Class 2 contains 39912 members
Entering Unmasked Estep
Score: -3339813.250000 Penalty: 3532.334229
Iteration 105Q: 3 clusters Score -3339813 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12591 members
Mstep: Class 2 contains 39917 members
Entering Unmasked Estep
Score: -3339816.000000 Penalty: 3532.334229
Iteration 106Q: 3 clusters Score -3339816 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12585 members
Mstep: Class 2 contains 39923 members
Entering Unmasked Estep
Score: -3339814.500000 Penalty: 3532.334229
Iteration 107Q: 3 clusters Score -3339814 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12580 members
Mstep: Class 2 contains 39928 members
Entering Unmasked Estep
Score: -3339816.750000 Penalty: 3532.334229
Iteration 108Q: 3 clusters Score -3339817 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12572 members
Mstep: Class 2 contains 39936 members
Entering Unmasked Estep
Score: -3339821.000000 Penalty: 3532.334229
Iteration 109Q: 3 clusters Score -3339821 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12566 members
Mstep: Class 2 contains 39942 members
Entering Unmasked Estep
Score: -3339827.250000 Penalty: 3532.334229
Iteration 110Q: 3 clusters Score -3339827 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12557 members
Mstep: Class 2 contains 39951 members
Entering Unmasked Estep
Score: -3339832.000000 Penalty: 3532.334229
Iteration 111Q: 3 clusters Score -3339832 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12547 members
Mstep: Class 2 contains 39961 members
Entering Unmasked Estep
Score: -3339828.000000 Penalty: 3532.334229
Iteration 112Q: 3 clusters Score -3339828 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12533 members
Mstep: Class 2 contains 39975 members
Entering Unmasked Estep
Score: -3339827.500000 Penalty: 3532.334229
Iteration 113Q: 3 clusters Score -3339828 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12521 members
Mstep: Class 2 contains 39987 members
Entering Unmasked Estep
Score: -3339826.750000 Penalty: 3532.334229
Iteration 114Q: 3 clusters Score -3339827 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12515 members
Mstep: Class 2 contains 39993 members
Entering Unmasked Estep
Score: -3339827.250000 Penalty: 3532.334229
Iteration 115Q: 3 clusters Score -3339827 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12508 members
Mstep: Class 2 contains 40000 members
Entering Unmasked Estep
Score: -3339831.500000 Penalty: 3532.334229
Iteration 116Q: 3 clusters Score -3339832 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12498 members
Mstep: Class 2 contains 40010 members
Entering Unmasked Estep
Score: -3339832.000000 Penalty: 3532.334229
Iteration 117Q: 3 clusters Score -3339832 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12490 members
Mstep: Class 2 contains 40018 members
Entering Unmasked Estep
Score: -3339836.500000 Penalty: 3532.334229
Iteration 118Q: 3 clusters Score -3339836 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12476 members
Mstep: Class 2 contains 40032 members
Entering Unmasked Estep
Score: -3339831.750000 Penalty: 3532.334229
Iteration 119Q: 3 clusters Score -3339832 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12466 members
Mstep: Class 2 contains 40042 members
Entering Unmasked Estep
Score: -3339825.750000 Penalty: 3532.334229
Iteration 120F: 3 clusters Score -3339826 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12464 members
Mstep: Class 2 contains 40044 members
Entering Unmasked Estep
Score: -3339832.500000 Penalty: 3532.334229
Iteration 121Q: 3 clusters Score -3339832 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12463 members
Mstep: Class 2 contains 40045 members
Entering Unmasked Estep
Score: -3339833.000000 Penalty: 3532.334229
Iteration 122Q: 3 clusters Score -3339833 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12461 members
Mstep: Class 2 contains 40047 members
Entering Unmasked Estep
Score: -3339834.000000 Penalty: 3532.334229
Iteration 123Q: 3 clusters Score -3339834 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12460 members
Mstep: Class 2 contains 40048 members
Entering Unmasked Estep
Score: -3339830.750000 Penalty: 3532.334229
Iteration 124Q: 3 clusters Score -3339831 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12459 members
Mstep: Class 2 contains 40049 members
Entering Unmasked Estep
Score: -3339829.500000 Penalty: 3532.334229
Iteration 125Q: 3 clusters Score -3339830 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12458 members
Mstep: Class 2 contains 40050 members
Entering Unmasked Estep
Score: -3339829.500000 Penalty: 3532.334229
Iteration 126Q: 3 clusters Score -3339830 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12455 members
Mstep: Class 2 contains 40053 members
Entering Unmasked Estep
Score: -3339829.750000 Penalty: 3532.334229
Iteration 127Q: 3 clusters Score -3339830 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12455 members
Mstep: Class 2 contains 40053 members
Entering Unmasked Estep
Score: -3339829.750000 Penalty: 3532.334229
Iteration 128F: 3 clusters Score -3339830 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 4256 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 673 members
Mstep: Class 16 contains 2328 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 54853 members
Mstep: Class 21 contains 12455 members
Mstep: Class 22 contains 424 members
Mstep: Class 23 contains 13415 members
Mstep: Class 24 contains 8724 members
Mstep: Class 25 contains 6553 members
Mstep: Class 26 contains 1416 members
Mstep: Class 27 contains 2576 members
Mstep: Class 28 contains 19543 members
Mstep: Class 29 contains 40053 members
Entering Unmasked Estep
Score: -42076476.000000 Penalty: 63070.386719
Splitting cluster 21 changes total score from -42052900.000000 to -42076476.000000
So it's getting split into cluster 29.
Entering ConstructFrom:
Trying to split cluster 22 (424 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 424 members
Entering Unmasked Estep
Score: -21646.755859 Penalty: 983.081726
Iteration 0F: 2 clusters Score -21646.76 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 220 members
Mstep: Class 2 contains 204 members
Entering Unmasked Estep
Score: -20680.990234 Penalty: 1966.163452
Iteration 0F: 3 clusters Score -20680.99 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 224 members
Mstep: Class 2 contains 200 members
Entering Unmasked Estep
Score: -20922.054688 Penalty: 1966.163452
Iteration 1F: 3 clusters Score -20922.05 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214 members
Mstep: Class 2 contains 210 members
Entering Unmasked Estep
Score: -21029.751953 Penalty: 1966.163452
Iteration 2F: 3 clusters Score -21029.75 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 204 members
Mstep: Class 2 contains 220 members
Entering Unmasked Estep
Score: -21250.587891 Penalty: 1966.163452
Iteration 3F: 3 clusters Score -21250.59 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 217 members
Mstep: Class 2 contains 207 members
Entering Unmasked Estep
Score: -21594.132812 Penalty: 1966.163452
Iteration 4F: 3 clusters Score -21594.13 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 253 members
Mstep: Class 2 contains 171 members
Entering Unmasked Estep
Score: -21823.117188 Penalty: 1966.163452
Iteration 5F: 3 clusters Score -21823.12 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 267 members
Mstep: Class 2 contains 157 members
Entering Unmasked Estep
Score: -21889.544922 Penalty: 1966.163452
Iteration 6Q: 3 clusters Score -21889.54 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 275 members
Mstep: Class 2 contains 149 members
Entering Unmasked Estep
Score: -21926.570312 Penalty: 1966.163452
Iteration 7Q: 3 clusters Score -21926.57 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 280 members
Mstep: Class 2 contains 144 members
Entering Unmasked Estep
Score: -21972.951172 Penalty: 1966.163452
Iteration 8Q: 3 clusters Score -21972.95 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 284 members
Mstep: Class 2 contains 140 members
Entering Unmasked Estep
Score: -21995.000000 Penalty: 1966.163452
Iteration 9Q: 3 clusters Score -21995 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 288 members
Mstep: Class 2 contains 136 members
Entering Unmasked Estep
Score: -22010.585938 Penalty: 1966.163452
Iteration 10Q: 3 clusters Score -22010.59 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 290 members
Mstep: Class 2 contains 134 members
Entering Unmasked Estep
Score: -22031.683594 Penalty: 1966.163452
Iteration 11Q: 3 clusters Score -22031.68 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 292 members
Mstep: Class 2 contains 132 members
Entering Unmasked Estep
Score: -22037.916016 Penalty: 1966.163452
Iteration 12Q: 3 clusters Score -22037.92 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 294 members
Mstep: Class 2 contains 130 members
Entering Unmasked Estep
Score: -22044.367188 Penalty: 1966.163452
Iteration 13Q: 3 clusters Score -22044.37 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 295 members
Mstep: Class 2 contains 129 members
Entering Unmasked Estep
Score: -22057.035156 Penalty: 1966.163452
Iteration 14Q: 3 clusters Score -22057.04 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 297 members
Mstep: Class 2 contains 127 members
Entering Unmasked Estep
Score: -22067.699219 Penalty: 1966.163452
Iteration 15Q: 3 clusters Score -22067.7 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 298 members
Mstep: Class 2 contains 126 members
Entering Unmasked Estep
Score: -22097.230469 Penalty: 1966.163452
Iteration 16Q: 3 clusters Score -22097.23 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 298 members
Mstep: Class 2 contains 126 members
Entering Unmasked Estep
Score: -22097.230469 Penalty: 1966.163452
Iteration 17F: 3 clusters Score -22097.23 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 4256 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 673 members
Mstep: Class 16 contains 2328 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 54853 members
Mstep: Class 21 contains 12455 members
Mstep: Class 22 contains 298 members
Mstep: Class 23 contains 13415 members
Mstep: Class 24 contains 8724 members
Mstep: Class 25 contains 6553 members
Mstep: Class 26 contains 1416 members
Mstep: Class 27 contains 2576 members
Mstep: Class 28 contains 19543 members
Mstep: Class 29 contains 40053 members
Mstep: Class 30 contains 126 members
Entering Unmasked Estep
Score: -42075744.000000 Penalty: 65245.226562
Splitting cluster 22 changes total score from -42052900.000000 to -42075744.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20374 members
Mstep: Class 2 contains 2144 members
Mstep: Class 3 contains 4996 members
Mstep: Class 4 contains 14163 members
Mstep: Class 5 contains 4698 members
Mstep: Class 6 contains 6661 members
Mstep: Class 7 contains 33048 members
Mstep: Class 8 contains 4024 members
Mstep: Class 9 contains 26247 members
Mstep: Class 10 contains 18821 members
Mstep: Class 11 contains 65766 members
Mstep: Class 12 contains 4256 members
Mstep: Class 13 contains 1521 members
Mstep: Class 14 contains 245879 members
Mstep: Class 15 contains 673 members
Mstep: Class 16 contains 2328 members
Mstep: Class 17 contains 6002 members
Mstep: Class 18 contains 3732 members
Mstep: Class 19 contains 23921 members
Mstep: Class 20 contains 54853 members
Mstep: Class 21 contains 12455 members
Mstep: Class 22 contains 298 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42082124.000000 Penalty: 65245.226562
Iteration 79Q: 31 clusters Score -4.208212e+07 nChanged 10987
Entering Unmasked Mstep
Mstep: Class 0 contains 26 members
Mstep: Class 1 contains 20484 members
Mstep: Class 2 contains 2114 members
Mstep: Class 3 contains 5024 members
Mstep: Class 4 contains 14927 members
Mstep: Class 5 contains 5235 members
Mstep: Class 6 contains 6751 members
Mstep: Class 7 contains 33026 members
Mstep: Class 8 contains 3983 members
Mstep: Class 9 contains 26209 members
Mstep: Class 10 contains 18983 members
Mstep: Class 11 contains 66397 members
Mstep: Class 12 contains 4744 members
Mstep: Class 13 contains 1529 members
Mstep: Class 14 contains 246192 members
Mstep: Class 15 contains 712 members
Mstep: Class 16 contains 2309 members
Mstep: Class 17 contains 5918 members
Mstep: Class 18 contains 3761 members
Mstep: Class 19 contains 23896 members
Mstep: Class 20 contains 54324 members
Mstep: Class 21 contains 13058 members
Mstep: Class 22 contains 325 members
Mstep: Class 23 contains 12807 members
Mstep: Class 24 contains 8415 members
Mstep: Class 25 contains 5945 members
Mstep: Class 26 contains 1387 members
Mstep: Class 27 contains 2556 members
Mstep: Class 28 contains 18696 members
Mstep: Class 29 contains 39429 members
Mstep: Class 30 contains 129 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42086872.000000 Penalty: 65245.226562
Iteration 80F: 31 clusters Score -4.208687e+07 nChanged 9538
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 20433 members
Mstep: Class 2 contains 2089 members
Mstep: Class 3 contains 4850 members
Mstep: Class 4 contains 15600 members
Mstep: Class 5 contains 5519 members
Mstep: Class 6 contains 6741 members
Mstep: Class 7 contains 32943 members
Mstep: Class 8 contains 3954 members
Mstep: Class 9 contains 26174 members
Mstep: Class 10 contains 18884 members
Mstep: Class 11 contains 66250 members
Mstep: Class 12 contains 5179 members
Mstep: Class 13 contains 1519 members
Mstep: Class 14 contains 243116 members
Mstep: Class 15 contains 750 members
Mstep: Class 16 contains 2301 members
Mstep: Class 17 contains 5613 members
Mstep: Class 18 contains 3751 members
Mstep: Class 19 contains 23875 members
Mstep: Class 20 contains 53757 members
Mstep: Class 21 contains 13474 members
Mstep: Class 22 contains 333 members
Mstep: Class 23 contains 13751 members
Mstep: Class 24 contains 8577 members
Mstep: Class 25 contains 5862 members
Mstep: Class 26 contains 1668 members
Mstep: Class 27 contains 2698 members
Mstep: Class 28 contains 18875 members
Mstep: Class 29 contains 40591 members
Mstep: Class 30 contains 140 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42089760.000000 Penalty: 65245.226562
Iteration 81Q: 31 clusters Score -4.208976e+07 nChanged 6060
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 20372 members
Mstep: Class 2 contains 2067 members
Mstep: Class 3 contains 4704 members
Mstep: Class 4 contains 16188 members
Mstep: Class 5 contains 5804 members
Mstep: Class 6 contains 6752 members
Mstep: Class 7 contains 32906 members
Mstep: Class 8 contains 3936 members
Mstep: Class 9 contains 26147 members
Mstep: Class 10 contains 18809 members
Mstep: Class 11 contains 66273 members
Mstep: Class 12 contains 5532 members
Mstep: Class 13 contains 1511 members
Mstep: Class 14 contains 240508 members
Mstep: Class 15 contains 833 members
Mstep: Class 16 contains 2285 members
Mstep: Class 17 contains 5358 members
Mstep: Class 18 contains 3742 members
Mstep: Class 19 contains 23860 members
Mstep: Class 20 contains 53274 members
Mstep: Class 21 contains 13863 members
Mstep: Class 22 contains 339 members
Mstep: Class 23 contains 14549 members
Mstep: Class 24 contains 8641 members
Mstep: Class 25 contains 5814 members
Mstep: Class 26 contains 1885 members
Mstep: Class 27 contains 2818 members
Mstep: Class 28 contains 18921 members
Mstep: Class 29 contains 41434 members
Mstep: Class 30 contains 142 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42091756.000000 Penalty: 65245.226562
Iteration 82Q: 31 clusters Score -4.209176e+07 nChanged 5121
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20292 members
Mstep: Class 2 contains 2042 members
Mstep: Class 3 contains 4558 members
Mstep: Class 4 contains 16690 members
Mstep: Class 5 contains 6023 members
Mstep: Class 6 contains 6781 members
Mstep: Class 7 contains 32916 members
Mstep: Class 8 contains 3920 members
Mstep: Class 9 contains 26122 members
Mstep: Class 10 contains 18718 members
Mstep: Class 11 contains 66458 members
Mstep: Class 12 contains 5819 members
Mstep: Class 13 contains 1497 members
Mstep: Class 14 contains 238203 members
Mstep: Class 15 contains 945 members
Mstep: Class 16 contains 2287 members
Mstep: Class 17 contains 5122 members
Mstep: Class 18 contains 3728 members
Mstep: Class 19 contains 23867 members
Mstep: Class 20 contains 52820 members
Mstep: Class 21 contains 14189 members
Mstep: Class 22 contains 342 members
Mstep: Class 23 contains 15217 members
Mstep: Class 24 contains 8684 members
Mstep: Class 25 contains 5779 members
Mstep: Class 26 contains 2074 members
Mstep: Class 27 contains 2915 members
Mstep: Class 28 contains 18899 members
Mstep: Class 29 contains 42217 members
Mstep: Class 30 contains 142 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42093020.000000 Penalty: 65245.226562
Iteration 83Q: 31 clusters Score -4.209302e+07 nChanged 4506
Entering Unmasked Mstep
Mstep: Class 0 contains 25 members
Mstep: Class 1 contains 20205 members
Mstep: Class 2 contains 2018 members
Mstep: Class 3 contains 4415 members
Mstep: Class 4 contains 17146 members
Mstep: Class 5 contains 6247 members
Mstep: Class 6 contains 6818 members
Mstep: Class 7 contains 32927 members
Mstep: Class 8 contains 3899 members
Mstep: Class 9 contains 26111 members
Mstep: Class 10 contains 18640 members
Mstep: Class 11 contains 66686 members
Mstep: Class 12 contains 6054 members
Mstep: Class 13 contains 1493 members
Mstep: Class 14 contains 236117 members
Mstep: Class 15 contains 1036 members
Mstep: Class 16 contains 2286 members
Mstep: Class 17 contains 4914 members
Mstep: Class 18 contains 3717 members
Mstep: Class 19 contains 23887 members
Mstep: Class 20 contains 52432 members
Mstep: Class 21 contains 14480 members
Mstep: Class 22 contains 341 members
Mstep: Class 23 contains 15797 members
Mstep: Class 24 contains 8702 members
Mstep: Class 25 contains 5759 members
Mstep: Class 26 contains 2234 members
Mstep: Class 27 contains 2997 members
Mstep: Class 28 contains 18837 members
Mstep: Class 29 contains 42928 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42093948.000000 Penalty: 65245.226562
Iteration 84Q: 31 clusters Score -4.209395e+07 nChanged 4056
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 20138 members
Mstep: Class 2 contains 2012 members
Mstep: Class 3 contains 4293 members
Mstep: Class 4 contains 17560 members
Mstep: Class 5 contains 6406 members
Mstep: Class 6 contains 6864 members
Mstep: Class 7 contains 32958 members
Mstep: Class 8 contains 3881 members
Mstep: Class 9 contains 26126 members
Mstep: Class 10 contains 18583 members
Mstep: Class 11 contains 66946 members
Mstep: Class 12 contains 6223 members
Mstep: Class 13 contains 1492 members
Mstep: Class 14 contains 234220 members
Mstep: Class 15 contains 1124 members
Mstep: Class 16 contains 2281 members
Mstep: Class 17 contains 4726 members
Mstep: Class 18 contains 3706 members
Mstep: Class 19 contains 23904 members
Mstep: Class 20 contains 52049 members
Mstep: Class 21 contains 14723 members
Mstep: Class 22 contains 344 members
Mstep: Class 23 contains 16331 members
Mstep: Class 24 contains 8708 members
Mstep: Class 25 contains 5736 members
Mstep: Class 26 contains 2382 members
Mstep: Class 27 contains 3063 members
Mstep: Class 28 contains 18773 members
Mstep: Class 29 contains 43572 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42094704.000000 Penalty: 65245.226562
Iteration 85Q: 31 clusters Score -4.20947e+07 nChanged 3673
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 20068 members
Mstep: Class 2 contains 2013 members
Mstep: Class 3 contains 4183 members
Mstep: Class 4 contains 17909 members
Mstep: Class 5 contains 6535 members
Mstep: Class 6 contains 6896 members
Mstep: Class 7 contains 32993 members
Mstep: Class 8 contains 3865 members
Mstep: Class 9 contains 26142 members
Mstep: Class 10 contains 18528 members
Mstep: Class 11 contains 67203 members
Mstep: Class 12 contains 6373 members
Mstep: Class 13 contains 1491 members
Mstep: Class 14 contains 232511 members
Mstep: Class 15 contains 1198 members
Mstep: Class 16 contains 2277 members
Mstep: Class 17 contains 4549 members
Mstep: Class 18 contains 3693 members
Mstep: Class 19 contains 23937 members
Mstep: Class 20 contains 51701 members
Mstep: Class 21 contains 14975 members
Mstep: Class 22 contains 346 members
Mstep: Class 23 contains 16819 members
Mstep: Class 24 contains 8707 members
Mstep: Class 25 contains 5716 members
Mstep: Class 26 contains 2514 members
Mstep: Class 27 contains 3117 members
Mstep: Class 28 contains 18719 members
Mstep: Class 29 contains 44146 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42095336.000000 Penalty: 65245.226562
Iteration 86Q: 31 clusters Score -4.209534e+07 nChanged 3357
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 20003 members
Mstep: Class 2 contains 2028 members
Mstep: Class 3 contains 4066 members
Mstep: Class 4 contains 18192 members
Mstep: Class 5 contains 6622 members
Mstep: Class 6 contains 6954 members
Mstep: Class 7 contains 33038 members
Mstep: Class 8 contains 3854 members
Mstep: Class 9 contains 26164 members
Mstep: Class 10 contains 18470 members
Mstep: Class 11 contains 67487 members
Mstep: Class 12 contains 6508 members
Mstep: Class 13 contains 1492 members
Mstep: Class 14 contains 230951 members
Mstep: Class 15 contains 1254 members
Mstep: Class 16 contains 2275 members
Mstep: Class 17 contains 4368 members
Mstep: Class 18 contains 3674 members
Mstep: Class 19 contains 23965 members
Mstep: Class 20 contains 51368 members
Mstep: Class 21 contains 15203 members
Mstep: Class 22 contains 349 members
Mstep: Class 23 contains 17285 members
Mstep: Class 24 contains 8702 members
Mstep: Class 25 contains 5699 members
Mstep: Class 26 contains 2620 members
Mstep: Class 27 contains 3162 members
Mstep: Class 28 contains 18668 members
Mstep: Class 29 contains 44703 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42095912.000000 Penalty: 65245.226562
Iteration 87Q: 31 clusters Score -4.209591e+07 nChanged 3132
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19939 members
Mstep: Class 2 contains 2053 members
Mstep: Class 3 contains 3942 members
Mstep: Class 4 contains 18437 members
Mstep: Class 5 contains 6682 members
Mstep: Class 6 contains 7016 members
Mstep: Class 7 contains 33083 members
Mstep: Class 8 contains 3843 members
Mstep: Class 9 contains 26192 members
Mstep: Class 10 contains 18413 members
Mstep: Class 11 contains 67747 members
Mstep: Class 12 contains 6623 members
Mstep: Class 13 contains 1500 members
Mstep: Class 14 contains 229563 members
Mstep: Class 15 contains 1297 members
Mstep: Class 16 contains 2276 members
Mstep: Class 17 contains 4204 members
Mstep: Class 18 contains 3658 members
Mstep: Class 19 contains 23980 members
Mstep: Class 20 contains 51046 members
Mstep: Class 21 contains 15401 members
Mstep: Class 22 contains 354 members
Mstep: Class 23 contains 17703 members
Mstep: Class 24 contains 8682 members
Mstep: Class 25 contains 5713 members
Mstep: Class 26 contains 2740 members
Mstep: Class 27 contains 3203 members
Mstep: Class 28 contains 18619 members
Mstep: Class 29 contains 45215 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42096812.000000 Penalty: 65245.226562
Iteration 88Q: 31 clusters Score -4.209681e+07 nChanged 2801
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19873 members
Mstep: Class 2 contains 2096 members
Mstep: Class 3 contains 3828 members
Mstep: Class 4 contains 18637 members
Mstep: Class 5 contains 6726 members
Mstep: Class 6 contains 7057 members
Mstep: Class 7 contains 33124 members
Mstep: Class 8 contains 3835 members
Mstep: Class 9 contains 26217 members
Mstep: Class 10 contains 18347 members
Mstep: Class 11 contains 67969 members
Mstep: Class 12 contains 6746 members
Mstep: Class 13 contains 1508 members
Mstep: Class 14 contains 228365 members
Mstep: Class 15 contains 1331 members
Mstep: Class 16 contains 2274 members
Mstep: Class 17 contains 4088 members
Mstep: Class 18 contains 3650 members
Mstep: Class 19 contains 23999 members
Mstep: Class 20 contains 50776 members
Mstep: Class 21 contains 15553 members
Mstep: Class 22 contains 355 members
Mstep: Class 23 contains 18040 members
Mstep: Class 24 contains 8668 members
Mstep: Class 25 contains 5718 members
Mstep: Class 26 contains 2850 members
Mstep: Class 27 contains 3238 members
Mstep: Class 28 contains 18569 members
Mstep: Class 29 contains 45687 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42097160.000000 Penalty: 65245.226562
Iteration 89Q: 31 clusters Score -4.209716e+07 nChanged 2647
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19804 members
Mstep: Class 2 contains 2145 members
Mstep: Class 3 contains 3719 members
Mstep: Class 4 contains 18804 members
Mstep: Class 5 contains 6777 members
Mstep: Class 6 contains 7075 members
Mstep: Class 7 contains 33174 members
Mstep: Class 8 contains 3827 members
Mstep: Class 9 contains 26241 members
Mstep: Class 10 contains 18274 members
Mstep: Class 11 contains 68192 members
Mstep: Class 12 contains 6868 members
Mstep: Class 13 contains 1509 members
Mstep: Class 14 contains 227254 members
Mstep: Class 15 contains 1370 members
Mstep: Class 16 contains 2269 members
Mstep: Class 17 contains 3992 members
Mstep: Class 18 contains 3630 members
Mstep: Class 19 contains 24021 members
Mstep: Class 20 contains 50527 members
Mstep: Class 21 contains 15703 members
Mstep: Class 22 contains 355 members
Mstep: Class 23 contains 18343 members
Mstep: Class 24 contains 8649 members
Mstep: Class 25 contains 5737 members
Mstep: Class 26 contains 2969 members
Mstep: Class 27 contains 3266 members
Mstep: Class 28 contains 18519 members
Mstep: Class 29 contains 46111 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42097700.000000 Penalty: 65245.226562
Iteration 90Q: 31 clusters Score -4.20977e+07 nChanged 2524
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19735 members
Mstep: Class 2 contains 2195 members
Mstep: Class 3 contains 3629 members
Mstep: Class 4 contains 18932 members
Mstep: Class 5 contains 6816 members
Mstep: Class 6 contains 7084 members
Mstep: Class 7 contains 33213 members
Mstep: Class 8 contains 3826 members
Mstep: Class 9 contains 26253 members
Mstep: Class 10 contains 18220 members
Mstep: Class 11 contains 68418 members
Mstep: Class 12 contains 6988 members
Mstep: Class 13 contains 1503 members
Mstep: Class 14 contains 226284 members
Mstep: Class 15 contains 1406 members
Mstep: Class 16 contains 2270 members
Mstep: Class 17 contains 3908 members
Mstep: Class 18 contains 3602 members
Mstep: Class 19 contains 24037 members
Mstep: Class 20 contains 50268 members
Mstep: Class 21 contains 15853 members
Mstep: Class 22 contains 357 members
Mstep: Class 23 contains 18612 members
Mstep: Class 24 contains 8632 members
Mstep: Class 25 contains 5726 members
Mstep: Class 26 contains 3087 members
Mstep: Class 27 contains 3288 members
Mstep: Class 28 contains 18468 members
Mstep: Class 29 contains 46514 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42098140.000000 Penalty: 65245.226562
Iteration 91Q: 31 clusters Score -4.209814e+07 nChanged 2312
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19663 members
Mstep: Class 2 contains 2251 members
Mstep: Class 3 contains 3535 members
Mstep: Class 4 contains 19029 members
Mstep: Class 5 contains 6853 members
Mstep: Class 6 contains 7092 members
Mstep: Class 7 contains 33257 members
Mstep: Class 8 contains 3821 members
Mstep: Class 9 contains 26256 members
Mstep: Class 10 contains 18181 members
Mstep: Class 11 contains 68623 members
Mstep: Class 12 contains 7089 members
Mstep: Class 13 contains 1513 members
Mstep: Class 14 contains 225406 members
Mstep: Class 15 contains 1443 members
Mstep: Class 16 contains 2271 members
Mstep: Class 17 contains 3834 members
Mstep: Class 18 contains 3579 members
Mstep: Class 19 contains 24052 members
Mstep: Class 20 contains 50039 members
Mstep: Class 21 contains 15998 members
Mstep: Class 22 contains 362 members
Mstep: Class 23 contains 18858 members
Mstep: Class 24 contains 8604 members
Mstep: Class 25 contains 5718 members
Mstep: Class 26 contains 3180 members
Mstep: Class 27 contains 3307 members
Mstep: Class 28 contains 18422 members
Mstep: Class 29 contains 46887 members
Mstep: Class 30 contains 144 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42098428.000000 Penalty: 65245.226562
Iteration 92Q: 31 clusters Score -4.209843e+07 nChanged 2169
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19592 members
Mstep: Class 2 contains 2312 members
Mstep: Class 3 contains 3426 members
Mstep: Class 4 contains 19112 members
Mstep: Class 5 contains 6902 members
Mstep: Class 6 contains 7106 members
Mstep: Class 7 contains 33300 members
Mstep: Class 8 contains 3817 members
Mstep: Class 9 contains 26256 members
Mstep: Class 10 contains 18148 members
Mstep: Class 11 contains 68845 members
Mstep: Class 12 contains 7185 members
Mstep: Class 13 contains 1510 members
Mstep: Class 14 contains 224589 members
Mstep: Class 15 contains 1475 members
Mstep: Class 16 contains 2271 members
Mstep: Class 17 contains 3759 members
Mstep: Class 18 contains 3563 members
Mstep: Class 19 contains 24071 members
Mstep: Class 20 contains 49816 members
Mstep: Class 21 contains 16127 members
Mstep: Class 22 contains 363 members
Mstep: Class 23 contains 19062 members
Mstep: Class 24 contains 8563 members
Mstep: Class 25 contains 5729 members
Mstep: Class 26 contains 3265 members
Mstep: Class 27 contains 3321 members
Mstep: Class 28 contains 18364 members
Mstep: Class 29 contains 47274 members
Mstep: Class 30 contains 144 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42098544.000000 Penalty: 65245.226562
Iteration 93Q: 31 clusters Score -4.209854e+07 nChanged 1976
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19529 members
Mstep: Class 2 contains 2373 members
Mstep: Class 3 contains 3351 members
Mstep: Class 4 contains 19198 members
Mstep: Class 5 contains 6940 members
Mstep: Class 6 contains 7103 members
Mstep: Class 7 contains 33340 members
Mstep: Class 8 contains 3816 members
Mstep: Class 9 contains 26253 members
Mstep: Class 10 contains 18102 members
Mstep: Class 11 contains 69118 members
Mstep: Class 12 contains 7265 members
Mstep: Class 13 contains 1508 members
Mstep: Class 14 contains 223897 members
Mstep: Class 15 contains 1502 members
Mstep: Class 16 contains 2271 members
Mstep: Class 17 contains 3698 members
Mstep: Class 18 contains 3538 members
Mstep: Class 19 contains 24078 members
Mstep: Class 20 contains 49577 members
Mstep: Class 21 contains 16253 members
Mstep: Class 22 contains 363 members
Mstep: Class 23 contains 19205 members
Mstep: Class 24 contains 8532 members
Mstep: Class 25 contains 5744 members
Mstep: Class 26 contains 3339 members
Mstep: Class 27 contains 3333 members
Mstep: Class 28 contains 18309 members
Mstep: Class 29 contains 47588 members
Mstep: Class 30 contains 144 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42098772.000000 Penalty: 65245.226562
Iteration 94Q: 31 clusters Score -4.209877e+07 nChanged 1920
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19480 members
Mstep: Class 2 contains 2435 members
Mstep: Class 3 contains 3272 members
Mstep: Class 4 contains 19272 members
Mstep: Class 5 contains 6967 members
Mstep: Class 6 contains 7104 members
Mstep: Class 7 contains 33375 members
Mstep: Class 8 contains 3816 members
Mstep: Class 9 contains 26255 members
Mstep: Class 10 contains 18063 members
Mstep: Class 11 contains 69347 members
Mstep: Class 12 contains 7351 members
Mstep: Class 13 contains 1506 members
Mstep: Class 14 contains 223244 members
Mstep: Class 15 contains 1525 members
Mstep: Class 16 contains 2272 members
Mstep: Class 17 contains 3616 members
Mstep: Class 18 contains 3512 members
Mstep: Class 19 contains 24094 members
Mstep: Class 20 contains 49351 members
Mstep: Class 21 contains 16368 members
Mstep: Class 22 contains 364 members
Mstep: Class 23 contains 19353 members
Mstep: Class 24 contains 8505 members
Mstep: Class 25 contains 5773 members
Mstep: Class 26 contains 3413 members
Mstep: Class 27 contains 3351 members
Mstep: Class 28 contains 18261 members
Mstep: Class 29 contains 47878 members
Mstep: Class 30 contains 144 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42098916.000000 Penalty: 65245.226562
Iteration 95Q: 31 clusters Score -4.209892e+07 nChanged 1791
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19423 members
Mstep: Class 2 contains 2510 members
Mstep: Class 3 contains 3214 members
Mstep: Class 4 contains 19331 members
Mstep: Class 5 contains 6992 members
Mstep: Class 6 contains 7100 members
Mstep: Class 7 contains 33402 members
Mstep: Class 8 contains 3813 members
Mstep: Class 9 contains 26261 members
Mstep: Class 10 contains 18006 members
Mstep: Class 11 contains 69622 members
Mstep: Class 12 contains 7434 members
Mstep: Class 13 contains 1498 members
Mstep: Class 14 contains 222675 members
Mstep: Class 15 contains 1548 members
Mstep: Class 16 contains 2275 members
Mstep: Class 17 contains 3530 members
Mstep: Class 18 contains 3481 members
Mstep: Class 19 contains 24114 members
Mstep: Class 20 contains 49135 members
Mstep: Class 21 contains 16482 members
Mstep: Class 22 contains 364 members
Mstep: Class 23 contains 19463 members
Mstep: Class 24 contains 8475 members
Mstep: Class 25 contains 5804 members
Mstep: Class 26 contains 3471 members
Mstep: Class 27 contains 3370 members
Mstep: Class 28 contains 18210 members
Mstep: Class 29 contains 48119 members
Mstep: Class 30 contains 145 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42099088.000000 Penalty: 65245.226562
Iteration 96Q: 31 clusters Score -4.209909e+07 nChanged 1658
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19368 members
Mstep: Class 2 contains 2571 members
Mstep: Class 3 contains 3169 members
Mstep: Class 4 contains 19392 members
Mstep: Class 5 contains 7024 members
Mstep: Class 6 contains 7087 members
Mstep: Class 7 contains 33410 members
Mstep: Class 8 contains 3810 members
Mstep: Class 9 contains 26260 members
Mstep: Class 10 contains 17958 members
Mstep: Class 11 contains 69890 members
Mstep: Class 12 contains 7518 members
Mstep: Class 13 contains 1497 members
Mstep: Class 14 contains 222154 members
Mstep: Class 15 contains 1563 members
Mstep: Class 16 contains 2275 members
Mstep: Class 17 contains 3457 members
Mstep: Class 18 contains 3454 members
Mstep: Class 19 contains 24130 members
Mstep: Class 20 contains 48914 members
Mstep: Class 21 contains 16579 members
Mstep: Class 22 contains 363 members
Mstep: Class 23 contains 19571 members
Mstep: Class 24 contains 8455 members
Mstep: Class 25 contains 5835 members
Mstep: Class 26 contains 3529 members
Mstep: Class 27 contains 3380 members
Mstep: Class 28 contains 18154 members
Mstep: Class 29 contains 48353 members
Mstep: Class 30 contains 147 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42099412.000000 Penalty: 65245.226562
Iteration 97Q: 31 clusters Score -4.209941e+07 nChanged 1587
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19313 members
Mstep: Class 2 contains 2624 members
Mstep: Class 3 contains 3136 members
Mstep: Class 4 contains 19446 members
Mstep: Class 5 contains 7048 members
Mstep: Class 6 contains 7070 members
Mstep: Class 7 contains 33425 members
Mstep: Class 8 contains 3810 members
Mstep: Class 9 contains 26266 members
Mstep: Class 10 contains 17910 members
Mstep: Class 11 contains 70141 members
Mstep: Class 12 contains 7595 members
Mstep: Class 13 contains 1497 members
Mstep: Class 14 contains 221671 members
Mstep: Class 15 contains 1571 members
Mstep: Class 16 contains 2275 members
Mstep: Class 17 contains 3374 members
Mstep: Class 18 contains 3431 members
Mstep: Class 19 contains 24138 members
Mstep: Class 20 contains 48699 members
Mstep: Class 21 contains 16672 members
Mstep: Class 22 contains 363 members
Mstep: Class 23 contains 19678 members
Mstep: Class 24 contains 8439 members
Mstep: Class 25 contains 5877 members
Mstep: Class 26 contains 3592 members
Mstep: Class 27 contains 3390 members
Mstep: Class 28 contains 18108 members
Mstep: Class 29 contains 48561 members
Mstep: Class 30 contains 147 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42099544.000000 Penalty: 65245.226562
Iteration 98Q: 31 clusters Score -4.209954e+07 nChanged 1516
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19252 members
Mstep: Class 2 contains 2678 members
Mstep: Class 3 contains 3115 members
Mstep: Class 4 contains 19495 members
Mstep: Class 5 contains 7074 members
Mstep: Class 6 contains 7050 members
Mstep: Class 7 contains 33439 members
Mstep: Class 8 contains 3808 members
Mstep: Class 9 contains 26268 members
Mstep: Class 10 contains 17858 members
Mstep: Class 11 contains 70379 members
Mstep: Class 12 contains 7659 members
Mstep: Class 13 contains 1498 members
Mstep: Class 14 contains 221197 members
Mstep: Class 15 contains 1575 members
Mstep: Class 16 contains 2278 members
Mstep: Class 17 contains 3301 members
Mstep: Class 18 contains 3407 members
Mstep: Class 19 contains 24150 members
Mstep: Class 20 contains 48522 members
Mstep: Class 21 contains 16742 members
Mstep: Class 22 contains 363 members
Mstep: Class 23 contains 19800 members
Mstep: Class 24 contains 8416 members
Mstep: Class 25 contains 5921 members
Mstep: Class 26 contains 3645 members
Mstep: Class 27 contains 3396 members
Mstep: Class 28 contains 18070 members
Mstep: Class 29 contains 48763 members
Mstep: Class 30 contains 148 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42099688.000000 Penalty: 65245.226562
Iteration 99Q: 31 clusters Score -4.209969e+07 nChanged 1380
Entering Unmasked Mstep
Mstep: Class 0 contains 24 members
Mstep: Class 1 contains 19178 members
Mstep: Class 2 contains 2726 members
Mstep: Class 3 contains 3105 members
Mstep: Class 4 contains 19546 members
Mstep: Class 5 contains 7088 members
Mstep: Class 6 contains 7009 members
Mstep: Class 7 contains 33449 members
Mstep: Class 8 contains 3803 members
Mstep: Class 9 contains 26274 members
Mstep: Class 10 contains 17803 members
Mstep: Class 11 contains 70631 members
Mstep: Class 12 contains 7727 members
Mstep: Class 13 contains 1498 members
Mstep: Class 14 contains 220774 members
Mstep: Class 15 contains 1577 members
Mstep: Class 16 contains 2280 members
Mstep: Class 17 contains 3247 members
Mstep: Class 18 contains 3384 members
Mstep: Class 19 contains 24161 members
Mstep: Class 20 contains 48355 members
Mstep: Class 21 contains 16810 members
Mstep: Class 22 contains 364 members
Mstep: Class 23 contains 19906 members
Mstep: Class 24 contains 8397 members
Mstep: Class 25 contains 5959 members
Mstep: Class 26 contains 3684 members
Mstep: Class 27 contains 3400 members
Mstep: Class 28 contains 18032 members
Mstep: Class 29 contains 48952 members
Mstep: Class 30 contains 148 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42099964.000000 Penalty: 65245.226562
Iteration 100F: 31 clusters Score -4.209996e+07 nChanged 1406
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 19108 members
Mstep: Class 2 contains 2778 members
Mstep: Class 3 contains 3103 members
Mstep: Class 4 contains 19598 members
Mstep: Class 5 contains 7099 members
Mstep: Class 6 contains 6985 members
Mstep: Class 7 contains 33456 members
Mstep: Class 8 contains 3801 members
Mstep: Class 9 contains 26272 members
Mstep: Class 10 contains 17737 members
Mstep: Class 11 contains 70860 members
Mstep: Class 12 contains 7755 members
Mstep: Class 13 contains 1493 members
Mstep: Class 14 contains 220327 members
Mstep: Class 15 contains 1635 members
Mstep: Class 16 contains 2280 members
Mstep: Class 17 contains 3258 members
Mstep: Class 18 contains 3360 members
Mstep: Class 19 contains 24171 members
Mstep: Class 20 contains 48211 members
Mstep: Class 21 contains 16891 members
Mstep: Class 22 contains 364 members
Mstep: Class 23 contains 19981 members
Mstep: Class 24 contains 8373 members
Mstep: Class 25 contains 5974 members
Mstep: Class 26 contains 3736 members
Mstep: Class 27 contains 3411 members
Mstep: Class 28 contains 17996 members
Mstep: Class 29 contains 49109 members
Mstep: Class 30 contains 147 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42100220.000000 Penalty: 65245.226562
Iteration 101Q: 31 clusters Score -4.210022e+07 nChanged 1526
Entering Unmasked Mstep
Mstep: Class 0 contains 22 members
Mstep: Class 1 contains 19055 members
Mstep: Class 2 contains 2830 members
Mstep: Class 3 contains 3102 members
Mstep: Class 4 contains 19655 members
Mstep: Class 5 contains 7106 members
Mstep: Class 6 contains 6969 members
Mstep: Class 7 contains 33456 members
Mstep: Class 8 contains 3799 members
Mstep: Class 9 contains 26279 members
Mstep: Class 10 contains 17674 members
Mstep: Class 11 contains 71046 members
Mstep: Class 12 contains 7801 members
Mstep: Class 13 contains 1492 members
Mstep: Class 14 contains 219857 members
Mstep: Class 15 contains 1682 members
Mstep: Class 16 contains 2281 members
Mstep: Class 17 contains 3265 members
Mstep: Class 18 contains 3338 members
Mstep: Class 19 contains 24184 members
Mstep: Class 20 contains 48075 members
Mstep: Class 21 contains 16965 members
Mstep: Class 22 contains 364 members
Mstep: Class 23 contains 20051 members
Mstep: Class 24 contains 8348 members
Mstep: Class 25 contains 6009 members
Mstep: Class 26 contains 3771 members
Mstep: Class 27 contains 3421 members
Mstep: Class 28 contains 17956 members
Mstep: Class 29 contains 49292 members
Mstep: Class 30 contains 146 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42100496.000000 Penalty: 65245.226562
Iteration 102Q: 31 clusters Score -4.21005e+07 nChanged 1538
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18998 members
Mstep: Class 2 contains 2878 members
Mstep: Class 3 contains 3108 members
Mstep: Class 4 contains 19697 members
Mstep: Class 5 contains 7118 members
Mstep: Class 6 contains 6961 members
Mstep: Class 7 contains 33462 members
Mstep: Class 8 contains 3797 members
Mstep: Class 9 contains 26291 members
Mstep: Class 10 contains 17610 members
Mstep: Class 11 contains 71220 members
Mstep: Class 12 contains 7875 members
Mstep: Class 13 contains 1489 members
Mstep: Class 14 contains 219406 members
Mstep: Class 15 contains 1721 members
Mstep: Class 16 contains 2281 members
Mstep: Class 17 contains 3270 members
Mstep: Class 18 contains 3319 members
Mstep: Class 19 contains 24192 members
Mstep: Class 20 contains 47932 members
Mstep: Class 21 contains 17051 members
Mstep: Class 22 contains 364 members
Mstep: Class 23 contains 20120 members
Mstep: Class 24 contains 8329 members
Mstep: Class 25 contains 6043 members
Mstep: Class 26 contains 3800 members
Mstep: Class 27 contains 3429 members
Mstep: Class 28 contains 17918 members
Mstep: Class 29 contains 49445 members
Mstep: Class 30 contains 146 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42100888.000000 Penalty: 65245.226562
Iteration 103Q: 31 clusters Score -4.210089e+07 nChanged 1557
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18944 members
Mstep: Class 2 contains 2926 members
Mstep: Class 3 contains 3130 members
Mstep: Class 4 contains 19736 members
Mstep: Class 5 contains 7134 members
Mstep: Class 6 contains 6958 members
Mstep: Class 7 contains 33471 members
Mstep: Class 8 contains 3796 members
Mstep: Class 9 contains 26300 members
Mstep: Class 10 contains 17542 members
Mstep: Class 11 contains 71415 members
Mstep: Class 12 contains 7936 members
Mstep: Class 13 contains 1483 members
Mstep: Class 14 contains 218970 members
Mstep: Class 15 contains 1763 members
Mstep: Class 16 contains 2282 members
Mstep: Class 17 contains 3260 members
Mstep: Class 18 contains 3302 members
Mstep: Class 19 contains 24205 members
Mstep: Class 20 contains 47777 members
Mstep: Class 21 contains 17121 members
Mstep: Class 22 contains 364 members
Mstep: Class 23 contains 20181 members
Mstep: Class 24 contains 8307 members
Mstep: Class 25 contains 6087 members
Mstep: Class 26 contains 3827 members
Mstep: Class 27 contains 3435 members
Mstep: Class 28 contains 17875 members
Mstep: Class 29 contains 49596 members
Mstep: Class 30 contains 147 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42101156.000000 Penalty: 65245.226562
Iteration 104Q: 31 clusters Score -4.210116e+07 nChanged 1471
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18865 members
Mstep: Class 2 contains 2965 members
Mstep: Class 3 contains 3169 members
Mstep: Class 4 contains 19763 members
Mstep: Class 5 contains 7148 members
Mstep: Class 6 contains 6939 members
Mstep: Class 7 contains 33482 members
Mstep: Class 8 contains 3791 members
Mstep: Class 9 contains 26309 members
Mstep: Class 10 contains 17479 members
Mstep: Class 11 contains 71611 members
Mstep: Class 12 contains 8000 members
Mstep: Class 13 contains 1488 members
Mstep: Class 14 contains 218569 members
Mstep: Class 15 contains 1794 members
Mstep: Class 16 contains 2282 members
Mstep: Class 17 contains 3274 members
Mstep: Class 18 contains 3282 members
Mstep: Class 19 contains 24221 members
Mstep: Class 20 contains 47628 members
Mstep: Class 21 contains 17206 members
Mstep: Class 22 contains 365 members
Mstep: Class 23 contains 20233 members
Mstep: Class 24 contains 8291 members
Mstep: Class 25 contains 6109 members
Mstep: Class 26 contains 3856 members
Mstep: Class 27 contains 3442 members
Mstep: Class 28 contains 17835 members
Mstep: Class 29 contains 49727 members
Mstep: Class 30 contains 147 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42101452.000000 Penalty: 65245.226562
Iteration 105Q: 31 clusters Score -4.210145e+07 nChanged 1436
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18796 members
Mstep: Class 2 contains 3010 members
Mstep: Class 3 contains 3200 members
Mstep: Class 4 contains 19799 members
Mstep: Class 5 contains 7159 members
Mstep: Class 6 contains 6925 members
Mstep: Class 7 contains 33488 members
Mstep: Class 8 contains 3786 members
Mstep: Class 9 contains 26324 members
Mstep: Class 10 contains 17419 members
Mstep: Class 11 contains 71817 members
Mstep: Class 12 contains 8065 members
Mstep: Class 13 contains 1481 members
Mstep: Class 14 contains 218212 members
Mstep: Class 15 contains 1817 members
Mstep: Class 16 contains 2284 members
Mstep: Class 17 contains 3293 members
Mstep: Class 18 contains 3265 members
Mstep: Class 19 contains 24236 members
Mstep: Class 20 contains 47470 members
Mstep: Class 21 contains 17281 members
Mstep: Class 22 contains 366 members
Mstep: Class 23 contains 20279 members
Mstep: Class 24 contains 8272 members
Mstep: Class 25 contains 6129 members
Mstep: Class 26 contains 3882 members
Mstep: Class 27 contains 3447 members
Mstep: Class 28 contains 17785 members
Mstep: Class 29 contains 49835 members
Mstep: Class 30 contains 148 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42101544.000000 Penalty: 65245.226562
Iteration 106Q: 31 clusters Score -4.210154e+07 nChanged 1436
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18744 members
Mstep: Class 2 contains 3052 members
Mstep: Class 3 contains 3240 members
Mstep: Class 4 contains 19839 members
Mstep: Class 5 contains 7169 members
Mstep: Class 6 contains 6906 members
Mstep: Class 7 contains 33504 members
Mstep: Class 8 contains 3782 members
Mstep: Class 9 contains 26329 members
Mstep: Class 10 contains 17349 members
Mstep: Class 11 contains 72013 members
Mstep: Class 12 contains 8157 members
Mstep: Class 13 contains 1485 members
Mstep: Class 14 contains 217847 members
Mstep: Class 15 contains 1846 members
Mstep: Class 16 contains 2286 members
Mstep: Class 17 contains 3268 members
Mstep: Class 18 contains 3239 members
Mstep: Class 19 contains 24244 members
Mstep: Class 20 contains 47295 members
Mstep: Class 21 contains 17328 members
Mstep: Class 22 contains 365 members
Mstep: Class 23 contains 20321 members
Mstep: Class 24 contains 8259 members
Mstep: Class 25 contains 6190 members
Mstep: Class 26 contains 3911 members
Mstep: Class 27 contains 3448 members
Mstep: Class 28 contains 17747 members
Mstep: Class 29 contains 49958 members
Mstep: Class 30 contains 149 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42101704.000000 Penalty: 65245.226562
Iteration 107Q: 31 clusters Score -4.21017e+07 nChanged 1360
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18703 members
Mstep: Class 2 contains 3073 members
Mstep: Class 3 contains 3273 members
Mstep: Class 4 contains 19876 members
Mstep: Class 5 contains 7177 members
Mstep: Class 6 contains 6882 members
Mstep: Class 7 contains 33529 members
Mstep: Class 8 contains 3779 members
Mstep: Class 9 contains 26336 members
Mstep: Class 10 contains 17287 members
Mstep: Class 11 contains 72210 members
Mstep: Class 12 contains 8252 members
Mstep: Class 13 contains 1487 members
Mstep: Class 14 contains 217484 members
Mstep: Class 15 contains 1885 members
Mstep: Class 16 contains 2286 members
Mstep: Class 17 contains 3262 members
Mstep: Class 18 contains 3219 members
Mstep: Class 19 contains 24253 members
Mstep: Class 20 contains 47116 members
Mstep: Class 21 contains 17362 members
Mstep: Class 22 contains 366 members
Mstep: Class 23 contains 20357 members
Mstep: Class 24 contains 8247 members
Mstep: Class 25 contains 6245 members
Mstep: Class 26 contains 3931 members
Mstep: Class 27 contains 3449 members
Mstep: Class 28 contains 17705 members
Mstep: Class 29 contains 50089 members
Mstep: Class 30 contains 150 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42101804.000000 Penalty: 65245.226562
Iteration 108Q: 31 clusters Score -4.21018e+07 nChanged 1325
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18664 members
Mstep: Class 2 contains 3103 members
Mstep: Class 3 contains 3323 members
Mstep: Class 4 contains 19907 members
Mstep: Class 5 contains 7187 members
Mstep: Class 6 contains 6863 members
Mstep: Class 7 contains 33553 members
Mstep: Class 8 contains 3775 members
Mstep: Class 9 contains 26346 members
Mstep: Class 10 contains 17224 members
Mstep: Class 11 contains 72432 members
Mstep: Class 12 contains 8334 members
Mstep: Class 13 contains 1490 members
Mstep: Class 14 contains 217134 members
Mstep: Class 15 contains 1918 members
Mstep: Class 16 contains 2286 members
Mstep: Class 17 contains 3247 members
Mstep: Class 18 contains 3198 members
Mstep: Class 19 contains 24260 members
Mstep: Class 20 contains 46923 members
Mstep: Class 21 contains 17397 members
Mstep: Class 22 contains 366 members
Mstep: Class 23 contains 20387 members
Mstep: Class 24 contains 8238 members
Mstep: Class 25 contains 6309 members
Mstep: Class 26 contains 3947 members
Mstep: Class 27 contains 3452 members
Mstep: Class 28 contains 17670 members
Mstep: Class 29 contains 50187 members
Mstep: Class 30 contains 150 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42101872.000000 Penalty: 65245.226562
Iteration 109Q: 31 clusters Score -4.210187e+07 nChanged 1244
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18628 members
Mstep: Class 2 contains 3131 members
Mstep: Class 3 contains 3361 members
Mstep: Class 4 contains 19941 members
Mstep: Class 5 contains 7200 members
Mstep: Class 6 contains 6840 members
Mstep: Class 7 contains 33582 members
Mstep: Class 8 contains 3775 members
Mstep: Class 9 contains 26365 members
Mstep: Class 10 contains 17180 members
Mstep: Class 11 contains 72625 members
Mstep: Class 12 contains 8415 members
Mstep: Class 13 contains 1489 members
Mstep: Class 14 contains 216792 members
Mstep: Class 15 contains 1945 members
Mstep: Class 16 contains 2286 members
Mstep: Class 17 contains 3246 members
Mstep: Class 18 contains 3184 members
Mstep: Class 19 contains 24265 members
Mstep: Class 20 contains 46742 members
Mstep: Class 21 contains 17462 members
Mstep: Class 22 contains 367 members
Mstep: Class 23 contains 20408 members
Mstep: Class 24 contains 8225 members
Mstep: Class 25 contains 6336 members
Mstep: Class 26 contains 3964 members
Mstep: Class 27 contains 3456 members
Mstep: Class 28 contains 17626 members
Mstep: Class 29 contains 50284 members
Mstep: Class 30 contains 150 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102048.000000 Penalty: 65245.226562
Iteration 110Q: 31 clusters Score -4.210205e+07 nChanged 1170
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18586 members
Mstep: Class 2 contains 3161 members
Mstep: Class 3 contains 3403 members
Mstep: Class 4 contains 19970 members
Mstep: Class 5 contains 7214 members
Mstep: Class 6 contains 6810 members
Mstep: Class 7 contains 33599 members
Mstep: Class 8 contains 3773 members
Mstep: Class 9 contains 26382 members
Mstep: Class 10 contains 17128 members
Mstep: Class 11 contains 72852 members
Mstep: Class 12 contains 8493 members
Mstep: Class 13 contains 1488 members
Mstep: Class 14 contains 216497 members
Mstep: Class 15 contains 1966 members
Mstep: Class 16 contains 2286 members
Mstep: Class 17 contains 3231 members
Mstep: Class 18 contains 3168 members
Mstep: Class 19 contains 24275 members
Mstep: Class 20 contains 46563 members
Mstep: Class 21 contains 17533 members
Mstep: Class 22 contains 368 members
Mstep: Class 23 contains 20434 members
Mstep: Class 24 contains 8211 members
Mstep: Class 25 contains 6369 members
Mstep: Class 26 contains 3979 members
Mstep: Class 27 contains 3458 members
Mstep: Class 28 contains 17581 members
Mstep: Class 29 contains 50343 members
Mstep: Class 30 contains 149 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102120.000000 Penalty: 65245.226562
Iteration 111Q: 31 clusters Score -4.210212e+07 nChanged 1131
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18542 members
Mstep: Class 2 contains 3194 members
Mstep: Class 3 contains 3453 members
Mstep: Class 4 contains 19987 members
Mstep: Class 5 contains 7230 members
Mstep: Class 6 contains 6774 members
Mstep: Class 7 contains 33616 members
Mstep: Class 8 contains 3769 members
Mstep: Class 9 contains 26391 members
Mstep: Class 10 contains 17078 members
Mstep: Class 11 contains 73072 members
Mstep: Class 12 contains 8573 members
Mstep: Class 13 contains 1483 members
Mstep: Class 14 contains 216228 members
Mstep: Class 15 contains 1986 members
Mstep: Class 16 contains 2287 members
Mstep: Class 17 contains 3217 members
Mstep: Class 18 contains 3153 members
Mstep: Class 19 contains 24285 members
Mstep: Class 20 contains 46389 members
Mstep: Class 21 contains 17603 members
Mstep: Class 22 contains 369 members
Mstep: Class 23 contains 20453 members
Mstep: Class 24 contains 8195 members
Mstep: Class 25 contains 6408 members
Mstep: Class 26 contains 3998 members
Mstep: Class 27 contains 3458 members
Mstep: Class 28 contains 17531 members
Mstep: Class 29 contains 50400 members
Mstep: Class 30 contains 148 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102208.000000 Penalty: 65245.226562
Iteration 112Q: 31 clusters Score -4.210221e+07 nChanged 1134
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18504 members
Mstep: Class 2 contains 3223 members
Mstep: Class 3 contains 3483 members
Mstep: Class 4 contains 20004 members
Mstep: Class 5 contains 7247 members
Mstep: Class 6 contains 6748 members
Mstep: Class 7 contains 33634 members
Mstep: Class 8 contains 3765 members
Mstep: Class 9 contains 26397 members
Mstep: Class 10 contains 17020 members
Mstep: Class 11 contains 73293 members
Mstep: Class 12 contains 8665 members
Mstep: Class 13 contains 1484 members
Mstep: Class 14 contains 215949 members
Mstep: Class 15 contains 2014 members
Mstep: Class 16 contains 2288 members
Mstep: Class 17 contains 3201 members
Mstep: Class 18 contains 3142 members
Mstep: Class 19 contains 24297 members
Mstep: Class 20 contains 46187 members
Mstep: Class 21 contains 17670 members
Mstep: Class 22 contains 369 members
Mstep: Class 23 contains 20474 members
Mstep: Class 24 contains 8185 members
Mstep: Class 25 contains 6435 members
Mstep: Class 26 contains 4016 members
Mstep: Class 27 contains 3459 members
Mstep: Class 28 contains 17495 members
Mstep: Class 29 contains 50476 members
Mstep: Class 30 contains 146 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102228.000000 Penalty: 65245.226562
Iteration 113Q: 31 clusters Score -4.210223e+07 nChanged 1108
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18473 members
Mstep: Class 2 contains 3260 members
Mstep: Class 3 contains 3509 members
Mstep: Class 4 contains 20014 members
Mstep: Class 5 contains 7265 members
Mstep: Class 6 contains 6730 members
Mstep: Class 7 contains 33656 members
Mstep: Class 8 contains 3763 members
Mstep: Class 9 contains 26414 members
Mstep: Class 10 contains 16955 members
Mstep: Class 11 contains 73503 members
Mstep: Class 12 contains 8755 members
Mstep: Class 13 contains 1488 members
Mstep: Class 14 contains 215638 members
Mstep: Class 15 contains 2036 members
Mstep: Class 16 contains 2289 members
Mstep: Class 17 contains 3195 members
Mstep: Class 18 contains 3122 members
Mstep: Class 19 contains 24305 members
Mstep: Class 20 contains 46013 members
Mstep: Class 21 contains 17756 members
Mstep: Class 22 contains 370 members
Mstep: Class 23 contains 20504 members
Mstep: Class 24 contains 8172 members
Mstep: Class 25 contains 6459 members
Mstep: Class 26 contains 4030 members
Mstep: Class 27 contains 3461 members
Mstep: Class 28 contains 17462 members
Mstep: Class 29 contains 50530 members
Mstep: Class 30 contains 143 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102484.000000 Penalty: 65245.226562
Iteration 114Q: 31 clusters Score -4.210248e+07 nChanged 1052
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18435 members
Mstep: Class 2 contains 3291 members
Mstep: Class 3 contains 3538 members
Mstep: Class 4 contains 20029 members
Mstep: Class 5 contains 7277 members
Mstep: Class 6 contains 6701 members
Mstep: Class 7 contains 33676 members
Mstep: Class 8 contains 3760 members
Mstep: Class 9 contains 26420 members
Mstep: Class 10 contains 16899 members
Mstep: Class 11 contains 73712 members
Mstep: Class 12 contains 8839 members
Mstep: Class 13 contains 1491 members
Mstep: Class 14 contains 215354 members
Mstep: Class 15 contains 2055 members
Mstep: Class 16 contains 2289 members
Mstep: Class 17 contains 3189 members
Mstep: Class 18 contains 3098 members
Mstep: Class 19 contains 24315 members
Mstep: Class 20 contains 45840 members
Mstep: Class 21 contains 17829 members
Mstep: Class 22 contains 371 members
Mstep: Class 23 contains 20535 members
Mstep: Class 24 contains 8169 members
Mstep: Class 25 contains 6491 members
Mstep: Class 26 contains 4041 members
Mstep: Class 27 contains 3464 members
Mstep: Class 28 contains 17433 members
Mstep: Class 29 contains 50588 members
Mstep: Class 30 contains 141 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102684.000000 Penalty: 65245.226562
Iteration 115Q: 31 clusters Score -4.210268e+07 nChanged 999
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18402 members
Mstep: Class 2 contains 3317 members
Mstep: Class 3 contains 3554 members
Mstep: Class 4 contains 20049 members
Mstep: Class 5 contains 7287 members
Mstep: Class 6 contains 6678 members
Mstep: Class 7 contains 33692 members
Mstep: Class 8 contains 3760 members
Mstep: Class 9 contains 26426 members
Mstep: Class 10 contains 16835 members
Mstep: Class 11 contains 73927 members
Mstep: Class 12 contains 8928 members
Mstep: Class 13 contains 1489 members
Mstep: Class 14 contains 215127 members
Mstep: Class 15 contains 2074 members
Mstep: Class 16 contains 2290 members
Mstep: Class 17 contains 3183 members
Mstep: Class 18 contains 3071 members
Mstep: Class 19 contains 24323 members
Mstep: Class 20 contains 45680 members
Mstep: Class 21 contains 17882 members
Mstep: Class 22 contains 370 members
Mstep: Class 23 contains 20561 members
Mstep: Class 24 contains 8155 members
Mstep: Class 25 contains 6523 members
Mstep: Class 26 contains 4050 members
Mstep: Class 27 contains 3466 members
Mstep: Class 28 contains 17398 members
Mstep: Class 29 contains 50631 members
Mstep: Class 30 contains 142 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102636.000000 Penalty: 65245.226562
Iteration 116Q: 31 clusters Score -4.210264e+07 nChanged 946
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18371 members
Mstep: Class 2 contains 3345 members
Mstep: Class 3 contains 3570 members
Mstep: Class 4 contains 20065 members
Mstep: Class 5 contains 7299 members
Mstep: Class 6 contains 6668 members
Mstep: Class 7 contains 33710 members
Mstep: Class 8 contains 3759 members
Mstep: Class 9 contains 26438 members
Mstep: Class 10 contains 16777 members
Mstep: Class 11 contains 74162 members
Mstep: Class 12 contains 8996 members
Mstep: Class 13 contains 1488 members
Mstep: Class 14 contains 214886 members
Mstep: Class 15 contains 2092 members
Mstep: Class 16 contains 2290 members
Mstep: Class 17 contains 3179 members
Mstep: Class 18 contains 3051 members
Mstep: Class 19 contains 24333 members
Mstep: Class 20 contains 45493 members
Mstep: Class 21 contains 17921 members
Mstep: Class 22 contains 372 members
Mstep: Class 23 contains 20592 members
Mstep: Class 24 contains 8143 members
Mstep: Class 25 contains 6550 members
Mstep: Class 26 contains 4063 members
Mstep: Class 27 contains 3470 members
Mstep: Class 28 contains 17371 members
Mstep: Class 29 contains 50674 members
Mstep: Class 30 contains 142 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102496.000000 Penalty: 65245.226562
Iteration 117Q: 31 clusters Score -4.21025e+07 nChanged 875
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18332 members
Mstep: Class 2 contains 3378 members
Mstep: Class 3 contains 3587 members
Mstep: Class 4 contains 20077 members
Mstep: Class 5 contains 7310 members
Mstep: Class 6 contains 6649 members
Mstep: Class 7 contains 33724 members
Mstep: Class 8 contains 3759 members
Mstep: Class 9 contains 26444 members
Mstep: Class 10 contains 16733 members
Mstep: Class 11 contains 74377 members
Mstep: Class 12 contains 9063 members
Mstep: Class 13 contains 1487 members
Mstep: Class 14 contains 214668 members
Mstep: Class 15 contains 2107 members
Mstep: Class 16 contains 2291 members
Mstep: Class 17 contains 3173 members
Mstep: Class 18 contains 3031 members
Mstep: Class 19 contains 24339 members
Mstep: Class 20 contains 45317 members
Mstep: Class 21 contains 17975 members
Mstep: Class 22 contains 372 members
Mstep: Class 23 contains 20621 members
Mstep: Class 24 contains 8132 members
Mstep: Class 25 contains 6566 members
Mstep: Class 26 contains 4084 members
Mstep: Class 27 contains 3472 members
Mstep: Class 28 contains 17347 members
Mstep: Class 29 contains 50713 members
Mstep: Class 30 contains 142 members
Entering Unmasked Estep
ConsiderDeletion
Score: -42102608.000000 Penalty: 65245.226562
Iteration 118Q: 31 clusters Score -4.210261e+07 nChanged 806
Entering ConstructFrom:
Score: -42102608.000000 Penalty: 65245.226562
Entering ConstructFrom:
Trying to split cluster 1 (18290 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18290 members
Entering Unmasked Estep
Score: -1278429.625000 Penalty: 1594.792847
Iteration 0F: 2 clusters Score -1278430 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9069 members
Mstep: Class 2 contains 9221 members
Entering Unmasked Estep
Score: -1265881.875000 Penalty: 3189.585693
Iteration 0F: 3 clusters Score -1265882 nChanged 8240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8689 members
Mstep: Class 2 contains 9601 members
Entering Unmasked Estep
Score: -1270358.875000 Penalty: 3189.585693
Iteration 1F: 3 clusters Score -1270359 nChanged 1001
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8452 members
Mstep: Class 2 contains 9838 members
Entering Unmasked Estep
Score: -1270802.500000 Penalty: 3189.585693
Iteration 2F: 3 clusters Score -1270802 nChanged 1028
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8192 members
Mstep: Class 2 contains 10098 members
Entering Unmasked Estep
Score: -1271332.375000 Penalty: 3189.585693
Iteration 3F: 3 clusters Score -1271332 nChanged 1077
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7797 members
Mstep: Class 2 contains 10493 members
Entering Unmasked Estep
Score: -1272023.750000 Penalty: 3189.585693
Iteration 4F: 3 clusters Score -1272024 nChanged 1182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7259 members
Mstep: Class 2 contains 11031 members
Entering Unmasked Estep
Score: -1272961.750000 Penalty: 3189.585693
Iteration 5F: 3 clusters Score -1272962 nChanged 1215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6640 members
Mstep: Class 2 contains 11650 members
Entering Unmasked Estep
Score: -1274035.000000 Penalty: 3189.585693
Iteration 6F: 3 clusters Score -1274035 nChanged 1196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6004 members
Mstep: Class 2 contains 12286 members
Entering Unmasked Estep
Score: -1275079.500000 Penalty: 3189.585693
Iteration 7F: 3 clusters Score -1275080 nChanged 972
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5478 members
Mstep: Class 2 contains 12812 members
Entering Unmasked Estep
Score: -1275781.250000 Penalty: 3189.585693
Iteration 8F: 3 clusters Score -1275781 nChanged 674
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5054 members
Mstep: Class 2 contains 13236 members
Entering Unmasked Estep
Score: -1276198.625000 Penalty: 3189.585693
Iteration 9Q: 3 clusters Score -1276199 nChanged 478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4716 members
Mstep: Class 2 contains 13574 members
Entering Unmasked Estep
Score: -1276450.750000 Penalty: 3189.585693
Iteration 10Q: 3 clusters Score -1276451 nChanged 355
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4441 members
Mstep: Class 2 contains 13849 members
Entering Unmasked Estep
Score: -1276602.000000 Penalty: 3189.585693
Iteration 11Q: 3 clusters Score -1276602 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4210 members
Mstep: Class 2 contains 14080 members
Entering Unmasked Estep
Score: -1276701.750000 Penalty: 3189.585693
Iteration 12Q: 3 clusters Score -1276702 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3986 members
Mstep: Class 2 contains 14304 members
Entering Unmasked Estep
Score: -1276813.875000 Penalty: 3189.585693
Iteration 13Q: 3 clusters Score -1276814 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3766 members
Mstep: Class 2 contains 14524 members
Entering Unmasked Estep
Score: -1276909.375000 Penalty: 3189.585693
Iteration 14Q: 3 clusters Score -1276909 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3572 members
Mstep: Class 2 contains 14718 members
Entering Unmasked Estep
Score: -1276984.875000 Penalty: 3189.585693
Iteration 15Q: 3 clusters Score -1276985 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3377 members
Mstep: Class 2 contains 14913 members
Entering Unmasked Estep
Score: -1277065.250000 Penalty: 3189.585693
Iteration 16Q: 3 clusters Score -1277065 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3199 members
Mstep: Class 2 contains 15091 members
Entering Unmasked Estep
Score: -1277120.750000 Penalty: 3189.585693
Iteration 17Q: 3 clusters Score -1277121 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3059 members
Mstep: Class 2 contains 15231 members
Entering Unmasked Estep
Score: -1277164.500000 Penalty: 3189.585693
Iteration 18Q: 3 clusters Score -1277164 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2928 members
Mstep: Class 2 contains 15362 members
Entering Unmasked Estep
Score: -1277204.625000 Penalty: 3189.585693
Iteration 19Q: 3 clusters Score -1277205 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2810 members
Mstep: Class 2 contains 15480 members
Entering Unmasked Estep
Score: -1277238.125000 Penalty: 3189.585693
Iteration 20F: 3 clusters Score -1277238 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2693 members
Mstep: Class 2 contains 15597 members
Entering Unmasked Estep
Score: -1277272.750000 Penalty: 3189.585693
Iteration 21Q: 3 clusters Score -1277273 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2594 members
Mstep: Class 2 contains 15696 members
Entering Unmasked Estep
Score: -1277305.000000 Penalty: 3189.585693
Iteration 22Q: 3 clusters Score -1277305 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2500 members
Mstep: Class 2 contains 15790 members
Entering Unmasked Estep
Score: -1277330.750000 Penalty: 3189.585693
Iteration 23Q: 3 clusters Score -1277331 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2405 members
Mstep: Class 2 contains 15885 members
Entering Unmasked Estep
Score: -1277359.375000 Penalty: 3189.585693
Iteration 24Q: 3 clusters Score -1277359 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2324 members
Mstep: Class 2 contains 15966 members
Entering Unmasked Estep
Score: -1277374.375000 Penalty: 3189.585693
Iteration 25Q: 3 clusters Score -1277374 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2268 members
Mstep: Class 2 contains 16022 members
Entering Unmasked Estep
Score: -1277387.000000 Penalty: 3189.585693
Iteration 26Q: 3 clusters Score -1277387 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2225 members
Mstep: Class 2 contains 16065 members
Entering Unmasked Estep
Score: -1277395.875000 Penalty: 3189.585693
Iteration 27Q: 3 clusters Score -1277396 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2188 members
Mstep: Class 2 contains 16102 members
Entering Unmasked Estep
Score: -1277403.625000 Penalty: 3189.585693
Iteration 28Q: 3 clusters Score -1277404 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2148 members
Mstep: Class 2 contains 16142 members
Entering Unmasked Estep
Score: -1277410.750000 Penalty: 3189.585693
Iteration 29Q: 3 clusters Score -1277411 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2121 members
Mstep: Class 2 contains 16169 members
Entering Unmasked Estep
Score: -1277417.250000 Penalty: 3189.585693
Iteration 30Q: 3 clusters Score -1277417 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2096 members
Mstep: Class 2 contains 16194 members
Entering Unmasked Estep
Score: -1277419.125000 Penalty: 3189.585693
Iteration 31Q: 3 clusters Score -1277419 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2072 members
Mstep: Class 2 contains 16218 members
Entering Unmasked Estep
Score: -1277426.000000 Penalty: 3189.585693
Iteration 32Q: 3 clusters Score -1277426 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2053 members
Mstep: Class 2 contains 16237 members
Entering Unmasked Estep
Score: -1277427.000000 Penalty: 3189.585693
Iteration 33Q: 3 clusters Score -1277427 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2027 members
Mstep: Class 2 contains 16263 members
Entering Unmasked Estep
Score: -1277434.625000 Penalty: 3189.585693
Iteration 34Q: 3 clusters Score -1277435 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2002 members
Mstep: Class 2 contains 16288 members
Entering Unmasked Estep
Score: -1277440.375000 Penalty: 3189.585693
Iteration 35Q: 3 clusters Score -1277440 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1980 members
Mstep: Class 2 contains 16310 members
Entering Unmasked Estep
Score: -1277443.250000 Penalty: 3189.585693
Iteration 36Q: 3 clusters Score -1277443 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1959 members
Mstep: Class 2 contains 16331 members
Entering Unmasked Estep
Score: -1277445.625000 Penalty: 3189.585693
Iteration 37Q: 3 clusters Score -1277446 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1939 members
Mstep: Class 2 contains 16351 members
Entering Unmasked Estep
Score: -1277454.500000 Penalty: 3189.585693
Iteration 38Q: 3 clusters Score -1277454 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1923 members
Mstep: Class 2 contains 16367 members
Entering Unmasked Estep
Score: -1277456.125000 Penalty: 3189.585693
Iteration 39Q: 3 clusters Score -1277456 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1908 members
Mstep: Class 2 contains 16382 members
Entering Unmasked Estep
Score: -1277454.500000 Penalty: 3189.585693
Iteration 40F: 3 clusters Score -1277454 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1892 members
Mstep: Class 2 contains 16398 members
Entering Unmasked Estep
Score: -1277458.250000 Penalty: 3189.585693
Iteration 41Q: 3 clusters Score -1277458 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1875 members
Mstep: Class 2 contains 16415 members
Entering Unmasked Estep
Score: -1277461.750000 Penalty: 3189.585693
Iteration 42Q: 3 clusters Score -1277462 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1866 members
Mstep: Class 2 contains 16424 members
Entering Unmasked Estep
Score: -1277462.625000 Penalty: 3189.585693
Iteration 43Q: 3 clusters Score -1277463 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1857 members
Mstep: Class 2 contains 16433 members
Entering Unmasked Estep
Score: -1277463.500000 Penalty: 3189.585693
Iteration 44Q: 3 clusters Score -1277464 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1850 members
Mstep: Class 2 contains 16440 members
Entering Unmasked Estep
Score: -1277462.375000 Penalty: 3189.585693
Iteration 45Q: 3 clusters Score -1277462 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1842 members
Mstep: Class 2 contains 16448 members
Entering Unmasked Estep
Score: -1277468.250000 Penalty: 3189.585693
Iteration 46Q: 3 clusters Score -1277468 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1836 members
Mstep: Class 2 contains 16454 members
Entering Unmasked Estep
Score: -1277470.750000 Penalty: 3189.585693
Iteration 47Q: 3 clusters Score -1277471 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1830 members
Mstep: Class 2 contains 16460 members
Entering Unmasked Estep
Score: -1277468.875000 Penalty: 3189.585693
Iteration 48Q: 3 clusters Score -1277469 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1826 members
Mstep: Class 2 contains 16464 members
Entering Unmasked Estep
Score: -1277471.250000 Penalty: 3189.585693
Iteration 49Q: 3 clusters Score -1277471 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1821 members
Mstep: Class 2 contains 16469 members
Entering Unmasked Estep
Score: -1277474.000000 Penalty: 3189.585693
Iteration 50Q: 3 clusters Score -1277474 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1815 members
Mstep: Class 2 contains 16475 members
Entering Unmasked Estep
Score: -1277474.000000 Penalty: 3189.585693
Iteration 51Q: 3 clusters Score -1277474 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1813 members
Mstep: Class 2 contains 16477 members
Entering Unmasked Estep
Score: -1277474.000000 Penalty: 3189.585693
Iteration 52Q: 3 clusters Score -1277474 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1812 members
Mstep: Class 2 contains 16478 members
Entering Unmasked Estep
Score: -1277475.125000 Penalty: 3189.585693
Iteration 53Q: 3 clusters Score -1277475 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1811 members
Mstep: Class 2 contains 16479 members
Entering Unmasked Estep
Score: -1277475.625000 Penalty: 3189.585693
Iteration 54Q: 3 clusters Score -1277476 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1811 members
Mstep: Class 2 contains 16479 members
Entering Unmasked Estep
Score: -1277475.625000 Penalty: 3189.585693
Iteration 55F: 3 clusters Score -1277476 nChanged 0
Entering ConstructFrom:
Trying to split cluster 2 (3417 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3417 members
Entering Unmasked Estep
Score: -246102.406250 Penalty: 1322.184204
Iteration 0F: 2 clusters Score -246102.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1743 members
Mstep: Class 2 contains 1674 members
Entering Unmasked Estep
Score: -243125.093750 Penalty: 2644.368408
Iteration 0F: 3 clusters Score -243125.1 nChanged 1309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1790 members
Mstep: Class 2 contains 1627 members
Entering Unmasked Estep
Score: -243809.015625 Penalty: 2644.368408
Iteration 1F: 3 clusters Score -243809 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1825 members
Mstep: Class 2 contains 1592 members
Entering Unmasked Estep
Score: -243912.125000 Penalty: 2644.368408
Iteration 2F: 3 clusters Score -243912.1 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1862 members
Mstep: Class 2 contains 1555 members
Entering Unmasked Estep
Score: -243982.718750 Penalty: 2644.368408
Iteration 3Q: 3 clusters Score -243982.7 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1902 members
Mstep: Class 2 contains 1515 members
Entering Unmasked Estep
Score: -244036.468750 Penalty: 2644.368408
Iteration 4Q: 3 clusters Score -244036.5 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1960 members
Mstep: Class 2 contains 1457 members
Entering Unmasked Estep
Score: -244091.578125 Penalty: 2644.368408
Iteration 5Q: 3 clusters Score -244091.6 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2034 members
Mstep: Class 2 contains 1383 members
Entering Unmasked Estep
Score: -244149.625000 Penalty: 2644.368408
Iteration 6Q: 3 clusters Score -244149.6 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2101 members
Mstep: Class 2 contains 1316 members
Entering Unmasked Estep
Score: -244192.171875 Penalty: 2644.368408
Iteration 7Q: 3 clusters Score -244192.2 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2152 members
Mstep: Class 2 contains 1265 members
Entering Unmasked Estep
Score: -244221.640625 Penalty: 2644.368408
Iteration 8Q: 3 clusters Score -244221.6 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2189 members
Mstep: Class 2 contains 1228 members
Entering Unmasked Estep
Score: -244242.281250 Penalty: 2644.368408
Iteration 9Q: 3 clusters Score -244242.3 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2233 members
Mstep: Class 2 contains 1184 members
Entering Unmasked Estep
Score: -244264.046875 Penalty: 2644.368408
Iteration 10Q: 3 clusters Score -244264 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2281 members
Mstep: Class 2 contains 1136 members
Entering Unmasked Estep
Score: -244288.093750 Penalty: 2644.368408
Iteration 11Q: 3 clusters Score -244288.1 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2320 members
Mstep: Class 2 contains 1097 members
Entering Unmasked Estep
Score: -244307.218750 Penalty: 2644.368408
Iteration 12Q: 3 clusters Score -244307.2 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2364 members
Mstep: Class 2 contains 1053 members
Entering Unmasked Estep
Score: -244333.859375 Penalty: 2644.368408
Iteration 13Q: 3 clusters Score -244333.9 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2405 members
Mstep: Class 2 contains 1012 members
Entering Unmasked Estep
Score: -244358.890625 Penalty: 2644.368408
Iteration 14Q: 3 clusters Score -244358.9 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2457 members
Mstep: Class 2 contains 960 members
Entering Unmasked Estep
Score: -244391.953125 Penalty: 2644.368408
Iteration 15Q: 3 clusters Score -244392 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2520 members
Mstep: Class 2 contains 897 members
Entering Unmasked Estep
Score: -244432.062500 Penalty: 2644.368408
Iteration 16Q: 3 clusters Score -244432.1 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2584 members
Mstep: Class 2 contains 833 members
Entering Unmasked Estep
Score: -244469.406250 Penalty: 2644.368408
Iteration 17Q: 3 clusters Score -244469.4 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2645 members
Mstep: Class 2 contains 772 members
Entering Unmasked Estep
Score: -244509.218750 Penalty: 2644.368408
Iteration 18Q: 3 clusters Score -244509.2 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2696 members
Mstep: Class 2 contains 721 members
Entering Unmasked Estep
Score: -244548.484375 Penalty: 2644.368408
Iteration 19Q: 3 clusters Score -244548.5 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2750 members
Mstep: Class 2 contains 667 members
Entering Unmasked Estep
Score: -244590.328125 Penalty: 2644.368408
Iteration 20F: 3 clusters Score -244590.3 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2805 members
Mstep: Class 2 contains 612 members
Entering Unmasked Estep
Score: -244630.859375 Penalty: 2644.368408
Iteration 21Q: 3 clusters Score -244630.9 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2851 members
Mstep: Class 2 contains 566 members
Entering Unmasked Estep
Score: -244665.437500 Penalty: 2644.368408
Iteration 22Q: 3 clusters Score -244665.4 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2889 members
Mstep: Class 2 contains 528 members
Entering Unmasked Estep
Score: -244694.000000 Penalty: 2644.368408
Iteration 23Q: 3 clusters Score -244694 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2927 members
Mstep: Class 2 contains 490 members
Entering Unmasked Estep
Score: -244724.968750 Penalty: 2644.368408
Iteration 24Q: 3 clusters Score -244725 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2962 members
Mstep: Class 2 contains 455 members
Entering Unmasked Estep
Score: -244757.125000 Penalty: 2644.368408
Iteration 25Q: 3 clusters Score -244757.1 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2993 members
Mstep: Class 2 contains 424 members
Entering Unmasked Estep
Score: -244783.546875 Penalty: 2644.368408
Iteration 26Q: 3 clusters Score -244783.5 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3015 members
Mstep: Class 2 contains 402 members
Entering Unmasked Estep
Score: -244804.984375 Penalty: 2644.368408
Iteration 27Q: 3 clusters Score -244805 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3033 members
Mstep: Class 2 contains 384 members
Entering Unmasked Estep
Score: -244819.765625 Penalty: 2644.368408
Iteration 28Q: 3 clusters Score -244819.8 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3050 members
Mstep: Class 2 contains 367 members
Entering Unmasked Estep
Score: -244832.953125 Penalty: 2644.368408
Iteration 29Q: 3 clusters Score -244833 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3064 members
Mstep: Class 2 contains 353 members
Entering Unmasked Estep
Score: -244848.906250 Penalty: 2644.368408
Iteration 30Q: 3 clusters Score -244848.9 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3081 members
Mstep: Class 2 contains 336 members
Entering Unmasked Estep
Score: -244865.265625 Penalty: 2644.368408
Iteration 31Q: 3 clusters Score -244865.3 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3096 members
Mstep: Class 2 contains 321 members
Entering Unmasked Estep
Score: -244883.609375 Penalty: 2644.368408
Iteration 32Q: 3 clusters Score -244883.6 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3108 members
Mstep: Class 2 contains 309 members
Entering Unmasked Estep
Score: -244898.156250 Penalty: 2644.368408
Iteration 33Q: 3 clusters Score -244898.2 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3119 members
Mstep: Class 2 contains 298 members
Entering Unmasked Estep
Score: -244907.765625 Penalty: 2644.368408
Iteration 34Q: 3 clusters Score -244907.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3126 members
Mstep: Class 2 contains 291 members
Entering Unmasked Estep
Score: -244915.250000 Penalty: 2644.368408
Iteration 35Q: 3 clusters Score -244915.2 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3131 members
Mstep: Class 2 contains 286 members
Entering Unmasked Estep
Score: -244922.453125 Penalty: 2644.368408
Iteration 36Q: 3 clusters Score -244922.5 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3136 members
Mstep: Class 2 contains 281 members
Entering Unmasked Estep
Score: -244930.062500 Penalty: 2644.368408
Iteration 37Q: 3 clusters Score -244930.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3141 members
Mstep: Class 2 contains 276 members
Entering Unmasked Estep
Score: -244934.625000 Penalty: 2644.368408
Iteration 38Q: 3 clusters Score -244934.6 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3147 members
Mstep: Class 2 contains 270 members
Entering Unmasked Estep
Score: -244941.000000 Penalty: 2644.368408
Iteration 39Q: 3 clusters Score -244941 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3150 members
Mstep: Class 2 contains 267 members
Entering Unmasked Estep
Score: -244945.296875 Penalty: 2644.368408
Iteration 40F: 3 clusters Score -244945.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3153 members
Mstep: Class 2 contains 264 members
Entering Unmasked Estep
Score: -244949.734375 Penalty: 2644.368408
Iteration 41Q: 3 clusters Score -244949.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3155 members
Mstep: Class 2 contains 262 members
Entering Unmasked Estep
Score: -244951.765625 Penalty: 2644.368408
Iteration 42Q: 3 clusters Score -244951.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3156 members
Mstep: Class 2 contains 261 members
Entering Unmasked Estep
Score: -244952.937500 Penalty: 2644.368408
Iteration 43Q: 3 clusters Score -244952.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3159 members
Mstep: Class 2 contains 258 members
Entering Unmasked Estep
Score: -244955.515625 Penalty: 2644.368408
Iteration 44Q: 3 clusters Score -244955.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3160 members
Mstep: Class 2 contains 257 members
Entering Unmasked Estep
Score: -244956.828125 Penalty: 2644.368408
Iteration 45Q: 3 clusters Score -244956.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3161 members
Mstep: Class 2 contains 256 members
Entering Unmasked Estep
Score: -244958.734375 Penalty: 2644.368408
Iteration 46Q: 3 clusters Score -244958.7 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3162 members
Mstep: Class 2 contains 255 members
Entering Unmasked Estep
Score: -244959.703125 Penalty: 2644.368408
Iteration 47Q: 3 clusters Score -244959.7 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3162 members
Mstep: Class 2 contains 255 members
Entering Unmasked Estep
Score: -244959.703125 Penalty: 2644.368408
Iteration 48F: 3 clusters Score -244959.7 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (3605 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3605 members
Entering Unmasked Estep
Score: -238402.500000 Penalty: 1330.887451
Iteration 0F: 2 clusters Score -238402.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1790 members
Mstep: Class 2 contains 1815 members
Entering Unmasked Estep
Score: -235320.000000 Penalty: 2661.774902
Iteration 0F: 3 clusters Score -235320 nChanged 1392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1744 members
Mstep: Class 2 contains 1861 members
Entering Unmasked Estep
Score: -236084.609375 Penalty: 2661.774902
Iteration 1F: 3 clusters Score -236084.6 nChanged 245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1717 members
Mstep: Class 2 contains 1888 members
Entering Unmasked Estep
Score: -236205.593750 Penalty: 2661.774902
Iteration 2F: 3 clusters Score -236205.6 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1696 members
Mstep: Class 2 contains 1909 members
Entering Unmasked Estep
Score: -236285.656250 Penalty: 2661.774902
Iteration 3Q: 3 clusters Score -236285.7 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1694 members
Mstep: Class 2 contains 1911 members
Entering Unmasked Estep
Score: -236338.062500 Penalty: 2661.774902
Iteration 4Q: 3 clusters Score -236338.1 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1692 members
Mstep: Class 2 contains 1913 members
Entering Unmasked Estep
Score: -236379.593750 Penalty: 2661.774902
Iteration 5Q: 3 clusters Score -236379.6 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1684 members
Mstep: Class 2 contains 1921 members
Entering Unmasked Estep
Score: -236408.062500 Penalty: 2661.774902
Iteration 6Q: 3 clusters Score -236408.1 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1677 members
Mstep: Class 2 contains 1928 members
Entering Unmasked Estep
Score: -236431.828125 Penalty: 2661.774902
Iteration 7Q: 3 clusters Score -236431.8 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1677 members
Mstep: Class 2 contains 1928 members
Entering Unmasked Estep
Score: -236455.437500 Penalty: 2661.774902
Iteration 8Q: 3 clusters Score -236455.4 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1670 members
Mstep: Class 2 contains 1935 members
Entering Unmasked Estep
Score: -236476.546875 Penalty: 2661.774902
Iteration 9Q: 3 clusters Score -236476.5 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1653 members
Mstep: Class 2 contains 1952 members
Entering Unmasked Estep
Score: -236499.953125 Penalty: 2661.774902
Iteration 10Q: 3 clusters Score -236500 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1630 members
Mstep: Class 2 contains 1975 members
Entering Unmasked Estep
Score: -236515.937500 Penalty: 2661.774902
Iteration 11Q: 3 clusters Score -236515.9 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1609 members
Mstep: Class 2 contains 1996 members
Entering Unmasked Estep
Score: -236533.375000 Penalty: 2661.774902
Iteration 12Q: 3 clusters Score -236533.4 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1591 members
Mstep: Class 2 contains 2014 members
Entering Unmasked Estep
Score: -236546.468750 Penalty: 2661.774902
Iteration 13Q: 3 clusters Score -236546.5 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1578 members
Mstep: Class 2 contains 2027 members
Entering Unmasked Estep
Score: -236555.687500 Penalty: 2661.774902
Iteration 14Q: 3 clusters Score -236555.7 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1565 members
Mstep: Class 2 contains 2040 members
Entering Unmasked Estep
Score: -236566.203125 Penalty: 2661.774902
Iteration 15Q: 3 clusters Score -236566.2 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1562 members
Mstep: Class 2 contains 2043 members
Entering Unmasked Estep
Score: -236573.718750 Penalty: 2661.774902
Iteration 16Q: 3 clusters Score -236573.7 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1556 members
Mstep: Class 2 contains 2049 members
Entering Unmasked Estep
Score: -236582.406250 Penalty: 2661.774902
Iteration 17Q: 3 clusters Score -236582.4 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1542 members
Mstep: Class 2 contains 2063 members
Entering Unmasked Estep
Score: -236592.265625 Penalty: 2661.774902
Iteration 18Q: 3 clusters Score -236592.3 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1531 members
Mstep: Class 2 contains 2074 members
Entering Unmasked Estep
Score: -236599.203125 Penalty: 2661.774902
Iteration 19Q: 3 clusters Score -236599.2 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1515 members
Mstep: Class 2 contains 2090 members
Entering Unmasked Estep
Score: -236607.468750 Penalty: 2661.774902
Iteration 20F: 3 clusters Score -236607.5 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1494 members
Mstep: Class 2 contains 2111 members
Entering Unmasked Estep
Score: -236616.921875 Penalty: 2661.774902
Iteration 21Q: 3 clusters Score -236616.9 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1474 members
Mstep: Class 2 contains 2131 members
Entering Unmasked Estep
Score: -236625.531250 Penalty: 2661.774902
Iteration 22Q: 3 clusters Score -236625.5 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1456 members
Mstep: Class 2 contains 2149 members
Entering Unmasked Estep
Score: -236634.234375 Penalty: 2661.774902
Iteration 23Q: 3 clusters Score -236634.2 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1443 members
Mstep: Class 2 contains 2162 members
Entering Unmasked Estep
Score: -236641.062500 Penalty: 2661.774902
Iteration 24Q: 3 clusters Score -236641.1 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1424 members
Mstep: Class 2 contains 2181 members
Entering Unmasked Estep
Score: -236650.000000 Penalty: 2661.774902
Iteration 25Q: 3 clusters Score -236650 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1406 members
Mstep: Class 2 contains 2199 members
Entering Unmasked Estep
Score: -236657.890625 Penalty: 2661.774902
Iteration 26Q: 3 clusters Score -236657.9 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1394 members
Mstep: Class 2 contains 2211 members
Entering Unmasked Estep
Score: -236661.937500 Penalty: 2661.774902
Iteration 27Q: 3 clusters Score -236661.9 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1385 members
Mstep: Class 2 contains 2220 members
Entering Unmasked Estep
Score: -236665.218750 Penalty: 2661.774902
Iteration 28Q: 3 clusters Score -236665.2 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1377 members
Mstep: Class 2 contains 2228 members
Entering Unmasked Estep
Score: -236670.125000 Penalty: 2661.774902
Iteration 29Q: 3 clusters Score -236670.1 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1366 members
Mstep: Class 2 contains 2239 members
Entering Unmasked Estep
Score: -236675.265625 Penalty: 2661.774902
Iteration 30Q: 3 clusters Score -236675.3 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1353 members
Mstep: Class 2 contains 2252 members
Entering Unmasked Estep
Score: -236681.390625 Penalty: 2661.774902
Iteration 31Q: 3 clusters Score -236681.4 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1338 members
Mstep: Class 2 contains 2267 members
Entering Unmasked Estep
Score: -236688.359375 Penalty: 2661.774902
Iteration 32Q: 3 clusters Score -236688.4 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1317 members
Mstep: Class 2 contains 2288 members
Entering Unmasked Estep
Score: -236695.562500 Penalty: 2661.774902
Iteration 33Q: 3 clusters Score -236695.6 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1301 members
Mstep: Class 2 contains 2304 members
Entering Unmasked Estep
Score: -236702.437500 Penalty: 2661.774902
Iteration 34Q: 3 clusters Score -236702.4 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1280 members
Mstep: Class 2 contains 2325 members
Entering Unmasked Estep
Score: -236708.734375 Penalty: 2661.774902
Iteration 35Q: 3 clusters Score -236708.7 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1266 members
Mstep: Class 2 contains 2339 members
Entering Unmasked Estep
Score: -236715.250000 Penalty: 2661.774902
Iteration 36Q: 3 clusters Score -236715.2 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1249 members
Mstep: Class 2 contains 2356 members
Entering Unmasked Estep
Score: -236720.671875 Penalty: 2661.774902
Iteration 37Q: 3 clusters Score -236720.7 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1230 members
Mstep: Class 2 contains 2375 members
Entering Unmasked Estep
Score: -236725.328125 Penalty: 2661.774902
Iteration 38Q: 3 clusters Score -236725.3 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1213 members
Mstep: Class 2 contains 2392 members
Entering Unmasked Estep
Score: -236735.750000 Penalty: 2661.774902
Iteration 39Q: 3 clusters Score -236735.8 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1191 members
Mstep: Class 2 contains 2414 members
Entering Unmasked Estep
Score: -236744.828125 Penalty: 2661.774902
Iteration 40F: 3 clusters Score -236744.8 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1169 members
Mstep: Class 2 contains 2436 members
Entering Unmasked Estep
Score: -236756.984375 Penalty: 2661.774902
Iteration 41Q: 3 clusters Score -236757 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1145 members
Mstep: Class 2 contains 2460 members
Entering Unmasked Estep
Score: -236771.656250 Penalty: 2661.774902
Iteration 42Q: 3 clusters Score -236771.7 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1115 members
Mstep: Class 2 contains 2490 members
Entering Unmasked Estep
Score: -236787.750000 Penalty: 2661.774902
Iteration 43Q: 3 clusters Score -236787.8 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1076 members
Mstep: Class 2 contains 2529 members
Entering Unmasked Estep
Score: -236805.562500 Penalty: 2661.774902
Iteration 44Q: 3 clusters Score -236805.6 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1046 members
Mstep: Class 2 contains 2559 members
Entering Unmasked Estep
Score: -236816.609375 Penalty: 2661.774902
Iteration 45Q: 3 clusters Score -236816.6 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1025 members
Mstep: Class 2 contains 2580 members
Entering Unmasked Estep
Score: -236828.578125 Penalty: 2661.774902
Iteration 46Q: 3 clusters Score -236828.6 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 998 members
Mstep: Class 2 contains 2607 members
Entering Unmasked Estep
Score: -236840.718750 Penalty: 2661.774902
Iteration 47Q: 3 clusters Score -236840.7 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 969 members
Mstep: Class 2 contains 2636 members
Entering Unmasked Estep
Score: -236853.875000 Penalty: 2661.774902
Iteration 48Q: 3 clusters Score -236853.9 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 931 members
Mstep: Class 2 contains 2674 members
Entering Unmasked Estep
Score: -236874.906250 Penalty: 2661.774902
Iteration 49Q: 3 clusters Score -236874.9 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 901 members
Mstep: Class 2 contains 2704 members
Entering Unmasked Estep
Score: -236895.312500 Penalty: 2661.774902
Iteration 50Q: 3 clusters Score -236895.3 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 863 members
Mstep: Class 2 contains 2742 members
Entering Unmasked Estep
Score: -236915.296875 Penalty: 2661.774902
Iteration 51Q: 3 clusters Score -236915.3 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 827 members
Mstep: Class 2 contains 2778 members
Entering Unmasked Estep
Score: -236936.359375 Penalty: 2661.774902
Iteration 52Q: 3 clusters Score -236936.4 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 796 members
Mstep: Class 2 contains 2809 members
Entering Unmasked Estep
Score: -236949.828125 Penalty: 2661.774902
Iteration 53Q: 3 clusters Score -236949.8 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 778 members
Mstep: Class 2 contains 2827 members
Entering Unmasked Estep
Score: -236959.296875 Penalty: 2661.774902
Iteration 54Q: 3 clusters Score -236959.3 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 768 members
Mstep: Class 2 contains 2837 members
Entering Unmasked Estep
Score: -236964.093750 Penalty: 2661.774902
Iteration 55Q: 3 clusters Score -236964.1 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 758 members
Mstep: Class 2 contains 2847 members
Entering Unmasked Estep
Score: -236970.703125 Penalty: 2661.774902
Iteration 56Q: 3 clusters Score -236970.7 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 747 members
Mstep: Class 2 contains 2858 members
Entering Unmasked Estep
Score: -236976.812500 Penalty: 2661.774902
Iteration 57Q: 3 clusters Score -236976.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 738 members
Mstep: Class 2 contains 2867 members
Entering Unmasked Estep
Score: -236980.593750 Penalty: 2661.774902
Iteration 58Q: 3 clusters Score -236980.6 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 723 members
Mstep: Class 2 contains 2882 members
Entering Unmasked Estep
Score: -236989.296875 Penalty: 2661.774902
Iteration 59Q: 3 clusters Score -236989.3 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 699 members
Mstep: Class 2 contains 2906 members
Entering Unmasked Estep
Score: -237001.500000 Penalty: 2661.774902
Iteration 60F: 3 clusters Score -237001.5 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 678 members
Mstep: Class 2 contains 2927 members
Entering Unmasked Estep
Score: -237013.406250 Penalty: 2661.774902
Iteration 61Q: 3 clusters Score -237013.4 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 659 members
Mstep: Class 2 contains 2946 members
Entering Unmasked Estep
Score: -237023.234375 Penalty: 2661.774902
Iteration 62Q: 3 clusters Score -237023.2 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 641 members
Mstep: Class 2 contains 2964 members
Entering Unmasked Estep
Score: -237036.203125 Penalty: 2661.774902
Iteration 63Q: 3 clusters Score -237036.2 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 617 members
Mstep: Class 2 contains 2988 members
Entering Unmasked Estep
Score: -237052.281250 Penalty: 2661.774902
Iteration 64Q: 3 clusters Score -237052.3 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 598 members
Mstep: Class 2 contains 3007 members
Entering Unmasked Estep
Score: -237069.906250 Penalty: 2661.774902
Iteration 65Q: 3 clusters Score -237069.9 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 578 members
Mstep: Class 2 contains 3027 members
Entering Unmasked Estep
Score: -237083.546875 Penalty: 2661.774902
Iteration 66Q: 3 clusters Score -237083.5 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 559 members
Mstep: Class 2 contains 3046 members
Entering Unmasked Estep
Score: -237092.421875 Penalty: 2661.774902
Iteration 67Q: 3 clusters Score -237092.4 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 543 members
Mstep: Class 2 contains 3062 members
Entering Unmasked Estep
Score: -237102.046875 Penalty: 2661.774902
Iteration 68Q: 3 clusters Score -237102 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 530 members
Mstep: Class 2 contains 3075 members
Entering Unmasked Estep
Score: -237109.765625 Penalty: 2661.774902
Iteration 69Q: 3 clusters Score -237109.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 521 members
Mstep: Class 2 contains 3084 members
Entering Unmasked Estep
Score: -237114.812500 Penalty: 2661.774902
Iteration 70Q: 3 clusters Score -237114.8 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 516 members
Mstep: Class 2 contains 3089 members
Entering Unmasked Estep
Score: -237118.812500 Penalty: 2661.774902
Iteration 71Q: 3 clusters Score -237118.8 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 506 members
Mstep: Class 2 contains 3099 members
Entering Unmasked Estep
Score: -237125.140625 Penalty: 2661.774902
Iteration 72Q: 3 clusters Score -237125.1 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 494 members
Mstep: Class 2 contains 3111 members
Entering Unmasked Estep
Score: -237132.812500 Penalty: 2661.774902
Iteration 73Q: 3 clusters Score -237132.8 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 479 members
Mstep: Class 2 contains 3126 members
Entering Unmasked Estep
Score: -237141.203125 Penalty: 2661.774902
Iteration 74Q: 3 clusters Score -237141.2 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 469 members
Mstep: Class 2 contains 3136 members
Entering Unmasked Estep
Score: -237147.390625 Penalty: 2661.774902
Iteration 75Q: 3 clusters Score -237147.4 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 458 members
Mstep: Class 2 contains 3147 members
Entering Unmasked Estep
Score: -237154.046875 Penalty: 2661.774902
Iteration 76Q: 3 clusters Score -237154 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 453 members
Mstep: Class 2 contains 3152 members
Entering Unmasked Estep
Score: -237157.671875 Penalty: 2661.774902
Iteration 77Q: 3 clusters Score -237157.7 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 446 members
Mstep: Class 2 contains 3159 members
Entering Unmasked Estep
Score: -237164.062500 Penalty: 2661.774902
Iteration 78Q: 3 clusters Score -237164.1 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 435 members
Mstep: Class 2 contains 3170 members
Entering Unmasked Estep
Score: -237171.203125 Penalty: 2661.774902
Iteration 79Q: 3 clusters Score -237171.2 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 430 members
Mstep: Class 2 contains 3175 members
Entering Unmasked Estep
Score: -237173.046875 Penalty: 2661.774902
Iteration 80F: 3 clusters Score -237173 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 423 members
Mstep: Class 2 contains 3182 members
Entering Unmasked Estep
Score: -237177.390625 Penalty: 2661.774902
Iteration 81Q: 3 clusters Score -237177.4 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 418 members
Mstep: Class 2 contains 3187 members
Entering Unmasked Estep
Score: -237180.031250 Penalty: 2661.774902
Iteration 82Q: 3 clusters Score -237180 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 415 members
Mstep: Class 2 contains 3190 members
Entering Unmasked Estep
Score: -237183.359375 Penalty: 2661.774902
Iteration 83Q: 3 clusters Score -237183.4 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 410 members
Mstep: Class 2 contains 3195 members
Entering Unmasked Estep
Score: -237186.734375 Penalty: 2661.774902
Iteration 84Q: 3 clusters Score -237186.7 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 404 members
Mstep: Class 2 contains 3201 members
Entering Unmasked Estep
Score: -237190.875000 Penalty: 2661.774902
Iteration 85Q: 3 clusters Score -237190.9 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 397 members
Mstep: Class 2 contains 3208 members
Entering Unmasked Estep
Score: -237194.062500 Penalty: 2661.774902
Iteration 86Q: 3 clusters Score -237194.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 389 members
Mstep: Class 2 contains 3216 members
Entering Unmasked Estep
Score: -237198.515625 Penalty: 2661.774902
Iteration 87Q: 3 clusters Score -237198.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 387 members
Mstep: Class 2 contains 3218 members
Entering Unmasked Estep
Score: -237201.046875 Penalty: 2661.774902
Iteration 88Q: 3 clusters Score -237201 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 382 members
Mstep: Class 2 contains 3223 members
Entering Unmasked Estep
Score: -237202.906250 Penalty: 2661.774902
Iteration 89Q: 3 clusters Score -237202.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 381 members
Mstep: Class 2 contains 3224 members
Entering Unmasked Estep
Score: -237203.640625 Penalty: 2661.774902
Iteration 90Q: 3 clusters Score -237203.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 381 members
Mstep: Class 2 contains 3224 members
Entering Unmasked Estep
Score: -237204.609375 Penalty: 2661.774902
Iteration 91Q: 3 clusters Score -237204.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 380 members
Mstep: Class 2 contains 3225 members
Entering Unmasked Estep
Score: -237205.234375 Penalty: 2661.774902
Iteration 92Q: 3 clusters Score -237205.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 377 members
Mstep: Class 2 contains 3228 members
Entering Unmasked Estep
Score: -237209.046875 Penalty: 2661.774902
Iteration 93Q: 3 clusters Score -237209 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 372 members
Mstep: Class 2 contains 3233 members
Entering Unmasked Estep
Score: -237211.234375 Penalty: 2661.774902
Iteration 94Q: 3 clusters Score -237211.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 369 members
Mstep: Class 2 contains 3236 members
Entering Unmasked Estep
Score: -237213.562500 Penalty: 2661.774902
Iteration 95Q: 3 clusters Score -237213.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 367 members
Mstep: Class 2 contains 3238 members
Entering Unmasked Estep
Score: -237214.343750 Penalty: 2661.774902
Iteration 96Q: 3 clusters Score -237214.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 367 members
Mstep: Class 2 contains 3238 members
Entering Unmasked Estep
Score: -237214.343750 Penalty: 2661.774902
Iteration 97F: 3 clusters Score -237214.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (20087 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20087 members
Entering Unmasked Estep
Score: -1410998.000000 Penalty: 1610.022095
Iteration 0F: 2 clusters Score -1410998 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10045 members
Mstep: Class 2 contains 10042 members
Entering Unmasked Estep
Score: -1397286.000000 Penalty: 3220.044189
Iteration 0F: 3 clusters Score -1397286 nChanged 9126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9885 members
Mstep: Class 2 contains 10202 members
Entering Unmasked Estep
Score: -1402321.250000 Penalty: 3220.044189
Iteration 1F: 3 clusters Score -1402321 nChanged 1051
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9742 members
Mstep: Class 2 contains 10345 members
Entering Unmasked Estep
Score: -1402718.500000 Penalty: 3220.044189
Iteration 2F: 3 clusters Score -1402718 nChanged 980
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9526 members
Mstep: Class 2 contains 10561 members
Entering Unmasked Estep
Score: -1403118.125000 Penalty: 3220.044189
Iteration 3Q: 3 clusters Score -1403118 nChanged 988
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9218 members
Mstep: Class 2 contains 10869 members
Entering Unmasked Estep
Score: -1403565.125000 Penalty: 3220.044189
Iteration 4Q: 3 clusters Score -1403565 nChanged 1039
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8805 members
Mstep: Class 2 contains 11282 members
Entering Unmasked Estep
Score: -1404077.500000 Penalty: 3220.044189
Iteration 5F: 3 clusters Score -1404078 nChanged 1006
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8389 members
Mstep: Class 2 contains 11698 members
Entering Unmasked Estep
Score: -1404588.125000 Penalty: 3220.044189
Iteration 6F: 3 clusters Score -1404588 nChanged 971
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7916 members
Mstep: Class 2 contains 12171 members
Entering Unmasked Estep
Score: -1405101.125000 Penalty: 3220.044189
Iteration 7Q: 3 clusters Score -1405101 nChanged 867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7437 members
Mstep: Class 2 contains 12650 members
Entering Unmasked Estep
Score: -1405598.125000 Penalty: 3220.044189
Iteration 8Q: 3 clusters Score -1405598 nChanged 845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6962 members
Mstep: Class 2 contains 13125 members
Entering Unmasked Estep
Score: -1406091.875000 Penalty: 3220.044189
Iteration 9Q: 3 clusters Score -1406092 nChanged 756
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6520 members
Mstep: Class 2 contains 13567 members
Entering Unmasked Estep
Score: -1406517.625000 Penalty: 3220.044189
Iteration 10Q: 3 clusters Score -1406518 nChanged 683
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6081 members
Mstep: Class 2 contains 14006 members
Entering Unmasked Estep
Score: -1406876.750000 Penalty: 3220.044189
Iteration 11Q: 3 clusters Score -1406877 nChanged 611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5652 members
Mstep: Class 2 contains 14435 members
Entering Unmasked Estep
Score: -1407183.250000 Penalty: 3220.044189
Iteration 12Q: 3 clusters Score -1407183 nChanged 512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5284 members
Mstep: Class 2 contains 14803 members
Entering Unmasked Estep
Score: -1407425.375000 Penalty: 3220.044189
Iteration 13Q: 3 clusters Score -1407425 nChanged 485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4915 members
Mstep: Class 2 contains 15172 members
Entering Unmasked Estep
Score: -1407658.625000 Penalty: 3220.044189
Iteration 14Q: 3 clusters Score -1407659 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4562 members
Mstep: Class 2 contains 15525 members
Entering Unmasked Estep
Score: -1407867.375000 Penalty: 3220.044189
Iteration 15Q: 3 clusters Score -1407867 nChanged 379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4263 members
Mstep: Class 2 contains 15824 members
Entering Unmasked Estep
Score: -1408035.000000 Penalty: 3220.044189
Iteration 16Q: 3 clusters Score -1408035 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3959 members
Mstep: Class 2 contains 16128 members
Entering Unmasked Estep
Score: -1408193.750000 Penalty: 3220.044189
Iteration 17Q: 3 clusters Score -1408194 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3660 members
Mstep: Class 2 contains 16427 members
Entering Unmasked Estep
Score: -1408355.500000 Penalty: 3220.044189
Iteration 18Q: 3 clusters Score -1408356 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3392 members
Mstep: Class 2 contains 16695 members
Entering Unmasked Estep
Score: -1408510.125000 Penalty: 3220.044189
Iteration 19Q: 3 clusters Score -1408510 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3156 members
Mstep: Class 2 contains 16931 members
Entering Unmasked Estep
Score: -1408628.750000 Penalty: 3220.044189
Iteration 20F: 3 clusters Score -1408629 nChanged 271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2911 members
Mstep: Class 2 contains 17176 members
Entering Unmasked Estep
Score: -1408756.500000 Penalty: 3220.044189
Iteration 21Q: 3 clusters Score -1408756 nChanged 255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2678 members
Mstep: Class 2 contains 17409 members
Entering Unmasked Estep
Score: -1408869.875000 Penalty: 3220.044189
Iteration 22Q: 3 clusters Score -1408870 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2447 members
Mstep: Class 2 contains 17640 members
Entering Unmasked Estep
Score: -1408980.250000 Penalty: 3220.044189
Iteration 23Q: 3 clusters Score -1408980 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2251 members
Mstep: Class 2 contains 17836 members
Entering Unmasked Estep
Score: -1409072.375000 Penalty: 3220.044189
Iteration 24Q: 3 clusters Score -1409072 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2076 members
Mstep: Class 2 contains 18011 members
Entering Unmasked Estep
Score: -1409166.500000 Penalty: 3220.044189
Iteration 25Q: 3 clusters Score -1409166 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1915 members
Mstep: Class 2 contains 18172 members
Entering Unmasked Estep
Score: -1409250.000000 Penalty: 3220.044189
Iteration 26Q: 3 clusters Score -1409250 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1772 members
Mstep: Class 2 contains 18315 members
Entering Unmasked Estep
Score: -1409329.625000 Penalty: 3220.044189
Iteration 27Q: 3 clusters Score -1409330 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1651 members
Mstep: Class 2 contains 18436 members
Entering Unmasked Estep
Score: -1409393.750000 Penalty: 3220.044189
Iteration 28Q: 3 clusters Score -1409394 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1560 members
Mstep: Class 2 contains 18527 members
Entering Unmasked Estep
Score: -1409441.500000 Penalty: 3220.044189
Iteration 29Q: 3 clusters Score -1409442 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1484 members
Mstep: Class 2 contains 18603 members
Entering Unmasked Estep
Score: -1409480.750000 Penalty: 3220.044189
Iteration 30Q: 3 clusters Score -1409481 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1420 members
Mstep: Class 2 contains 18667 members
Entering Unmasked Estep
Score: -1409522.625000 Penalty: 3220.044189
Iteration 31Q: 3 clusters Score -1409523 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1369 members
Mstep: Class 2 contains 18718 members
Entering Unmasked Estep
Score: -1409544.250000 Penalty: 3220.044189
Iteration 32Q: 3 clusters Score -1409544 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1326 members
Mstep: Class 2 contains 18761 members
Entering Unmasked Estep
Score: -1409568.125000 Penalty: 3220.044189
Iteration 33Q: 3 clusters Score -1409568 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1285 members
Mstep: Class 2 contains 18802 members
Entering Unmasked Estep
Score: -1409596.625000 Penalty: 3220.044189
Iteration 34Q: 3 clusters Score -1409597 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1241 members
Mstep: Class 2 contains 18846 members
Entering Unmasked Estep
Score: -1409628.250000 Penalty: 3220.044189
Iteration 35Q: 3 clusters Score -1409628 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1206 members
Mstep: Class 2 contains 18881 members
Entering Unmasked Estep
Score: -1409651.375000 Penalty: 3220.044189
Iteration 36Q: 3 clusters Score -1409651 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1173 members
Mstep: Class 2 contains 18914 members
Entering Unmasked Estep
Score: -1409677.750000 Penalty: 3220.044189
Iteration 37Q: 3 clusters Score -1409678 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1145 members
Mstep: Class 2 contains 18942 members
Entering Unmasked Estep
Score: -1409690.500000 Penalty: 3220.044189
Iteration 38Q: 3 clusters Score -1409690 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1128 members
Mstep: Class 2 contains 18959 members
Entering Unmasked Estep
Score: -1409706.125000 Penalty: 3220.044189
Iteration 39Q: 3 clusters Score -1409706 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1111 members
Mstep: Class 2 contains 18976 members
Entering Unmasked Estep
Score: -1409713.250000 Penalty: 3220.044189
Iteration 40F: 3 clusters Score -1409713 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1095 members
Mstep: Class 2 contains 18992 members
Entering Unmasked Estep
Score: -1409722.750000 Penalty: 3220.044189
Iteration 41Q: 3 clusters Score -1409723 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1088 members
Mstep: Class 2 contains 18999 members
Entering Unmasked Estep
Score: -1409731.375000 Penalty: 3220.044189
Iteration 42Q: 3 clusters Score -1409731 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1074 members
Mstep: Class 2 contains 19013 members
Entering Unmasked Estep
Score: -1409737.875000 Penalty: 3220.044189
Iteration 43Q: 3 clusters Score -1409738 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1060 members
Mstep: Class 2 contains 19027 members
Entering Unmasked Estep
Score: -1409743.250000 Penalty: 3220.044189
Iteration 44Q: 3 clusters Score -1409743 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1049 members
Mstep: Class 2 contains 19038 members
Entering Unmasked Estep
Score: -1409750.875000 Penalty: 3220.044189
Iteration 45Q: 3 clusters Score -1409751 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1038 members
Mstep: Class 2 contains 19049 members
Entering Unmasked Estep
Score: -1409750.625000 Penalty: 3220.044189
Iteration 46Q: 3 clusters Score -1409751 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1035 members
Mstep: Class 2 contains 19052 members
Entering Unmasked Estep
Score: -1409751.250000 Penalty: 3220.044189
Iteration 47Q: 3 clusters Score -1409751 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1032 members
Mstep: Class 2 contains 19055 members
Entering Unmasked Estep
Score: -1409750.875000 Penalty: 3220.044189
Iteration 48Q: 3 clusters Score -1409751 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1032 members
Mstep: Class 2 contains 19055 members
Entering Unmasked Estep
Score: -1409750.875000 Penalty: 3220.044189
Iteration 49F: 3 clusters Score -1409751 nChanged 0
Entering ConstructFrom:
Trying to split cluster 5 (7322 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7322 members
Entering Unmasked Estep
Score: -511563.812500 Penalty: 1446.028809
Iteration 0F: 2 clusters Score -511563.8 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3672 members
Mstep: Class 2 contains 3650 members
Entering Unmasked Estep
Score: -506038.687500 Penalty: 2892.057617
Iteration 0F: 3 clusters Score -506038.7 nChanged 3143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3663 members
Mstep: Class 2 contains 3659 members
Entering Unmasked Estep
Score: -507710.437500 Penalty: 2892.057617
Iteration 1F: 3 clusters Score -507710.4 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3636 members
Mstep: Class 2 contains 3686 members
Entering Unmasked Estep
Score: -507911.875000 Penalty: 2892.057617
Iteration 2F: 3 clusters Score -507911.9 nChanged 357
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3603 members
Mstep: Class 2 contains 3719 members
Entering Unmasked Estep
Score: -508074.625000 Penalty: 2892.057617
Iteration 3Q: 3 clusters Score -508074.6 nChanged 317
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3588 members
Mstep: Class 2 contains 3734 members
Entering Unmasked Estep
Score: -508225.593750 Penalty: 2892.057617
Iteration 4Q: 3 clusters Score -508225.6 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3594 members
Mstep: Class 2 contains 3728 members
Entering Unmasked Estep
Score: -508372.718750 Penalty: 2892.057617
Iteration 5Q: 3 clusters Score -508372.7 nChanged 305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3621 members
Mstep: Class 2 contains 3701 members
Entering Unmasked Estep
Score: -508568.843750 Penalty: 2892.057617
Iteration 6Q: 3 clusters Score -508568.8 nChanged 332
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3659 members
Mstep: Class 2 contains 3663 members
Entering Unmasked Estep
Score: -508798.375000 Penalty: 2892.057617
Iteration 7Q: 3 clusters Score -508798.4 nChanged 359
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3732 members
Mstep: Class 2 contains 3590 members
Entering Unmasked Estep
Score: -509053.031250 Penalty: 2892.057617
Iteration 8Q: 3 clusters Score -509053 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3783 members
Mstep: Class 2 contains 3539 members
Entering Unmasked Estep
Score: -509305.656250 Penalty: 2892.057617
Iteration 9Q: 3 clusters Score -509305.7 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3843 members
Mstep: Class 2 contains 3479 members
Entering Unmasked Estep
Score: -509543.875000 Penalty: 2892.057617
Iteration 10Q: 3 clusters Score -509543.9 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3917 members
Mstep: Class 2 contains 3405 members
Entering Unmasked Estep
Score: -509725.562500 Penalty: 2892.057617
Iteration 11Q: 3 clusters Score -509725.6 nChanged 241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3970 members
Mstep: Class 2 contains 3352 members
Entering Unmasked Estep
Score: -509843.375000 Penalty: 2892.057617
Iteration 12Q: 3 clusters Score -509843.4 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4031 members
Mstep: Class 2 contains 3291 members
Entering Unmasked Estep
Score: -509924.093750 Penalty: 2892.057617
Iteration 13Q: 3 clusters Score -509924.1 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4099 members
Mstep: Class 2 contains 3223 members
Entering Unmasked Estep
Score: -509981.843750 Penalty: 2892.057617
Iteration 14Q: 3 clusters Score -509981.8 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4149 members
Mstep: Class 2 contains 3173 members
Entering Unmasked Estep
Score: -510011.312500 Penalty: 2892.057617
Iteration 15Q: 3 clusters Score -510011.3 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4188 members
Mstep: Class 2 contains 3134 members
Entering Unmasked Estep
Score: -510030.218750 Penalty: 2892.057617
Iteration 16Q: 3 clusters Score -510030.2 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4234 members
Mstep: Class 2 contains 3088 members
Entering Unmasked Estep
Score: -510048.562500 Penalty: 2892.057617
Iteration 17Q: 3 clusters Score -510048.6 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4282 members
Mstep: Class 2 contains 3040 members
Entering Unmasked Estep
Score: -510065.781250 Penalty: 2892.057617
Iteration 18Q: 3 clusters Score -510065.8 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4332 members
Mstep: Class 2 contains 2990 members
Entering Unmasked Estep
Score: -510083.156250 Penalty: 2892.057617
Iteration 19Q: 3 clusters Score -510083.2 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4388 members
Mstep: Class 2 contains 2934 members
Entering Unmasked Estep
Score: -510104.718750 Penalty: 2892.057617
Iteration 20F: 3 clusters Score -510104.7 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4442 members
Mstep: Class 2 contains 2880 members
Entering Unmasked Estep
Score: -510126.562500 Penalty: 2892.057617
Iteration 21Q: 3 clusters Score -510126.6 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4488 members
Mstep: Class 2 contains 2834 members
Entering Unmasked Estep
Score: -510147.031250 Penalty: 2892.057617
Iteration 22Q: 3 clusters Score -510147 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4529 members
Mstep: Class 2 contains 2793 members
Entering Unmasked Estep
Score: -510164.093750 Penalty: 2892.057617
Iteration 23Q: 3 clusters Score -510164.1 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4572 members
Mstep: Class 2 contains 2750 members
Entering Unmasked Estep
Score: -510183.750000 Penalty: 2892.057617
Iteration 24Q: 3 clusters Score -510183.8 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4606 members
Mstep: Class 2 contains 2716 members
Entering Unmasked Estep
Score: -510197.062500 Penalty: 2892.057617
Iteration 25Q: 3 clusters Score -510197.1 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4638 members
Mstep: Class 2 contains 2684 members
Entering Unmasked Estep
Score: -510209.468750 Penalty: 2892.057617
Iteration 26Q: 3 clusters Score -510209.5 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4667 members
Mstep: Class 2 contains 2655 members
Entering Unmasked Estep
Score: -510221.156250 Penalty: 2892.057617
Iteration 27Q: 3 clusters Score -510221.2 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4695 members
Mstep: Class 2 contains 2627 members
Entering Unmasked Estep
Score: -510234.750000 Penalty: 2892.057617
Iteration 28Q: 3 clusters Score -510234.8 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4717 members
Mstep: Class 2 contains 2605 members
Entering Unmasked Estep
Score: -510244.843750 Penalty: 2892.057617
Iteration 29Q: 3 clusters Score -510244.8 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4732 members
Mstep: Class 2 contains 2590 members
Entering Unmasked Estep
Score: -510250.812500 Penalty: 2892.057617
Iteration 30Q: 3 clusters Score -510250.8 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4750 members
Mstep: Class 2 contains 2572 members
Entering Unmasked Estep
Score: -510256.187500 Penalty: 2892.057617
Iteration 31Q: 3 clusters Score -510256.2 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4778 members
Mstep: Class 2 contains 2544 members
Entering Unmasked Estep
Score: -510265.750000 Penalty: 2892.057617
Iteration 32Q: 3 clusters Score -510265.8 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4805 members
Mstep: Class 2 contains 2517 members
Entering Unmasked Estep
Score: -510277.000000 Penalty: 2892.057617
Iteration 33Q: 3 clusters Score -510277 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4834 members
Mstep: Class 2 contains 2488 members
Entering Unmasked Estep
Score: -510285.125000 Penalty: 2892.057617
Iteration 34Q: 3 clusters Score -510285.1 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4860 members
Mstep: Class 2 contains 2462 members
Entering Unmasked Estep
Score: -510291.437500 Penalty: 2892.057617
Iteration 35Q: 3 clusters Score -510291.4 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4876 members
Mstep: Class 2 contains 2446 members
Entering Unmasked Estep
Score: -510294.718750 Penalty: 2892.057617
Iteration 36Q: 3 clusters Score -510294.7 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4888 members
Mstep: Class 2 contains 2434 members
Entering Unmasked Estep
Score: -510297.437500 Penalty: 2892.057617
Iteration 37Q: 3 clusters Score -510297.4 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4898 members
Mstep: Class 2 contains 2424 members
Entering Unmasked Estep
Score: -510300.562500 Penalty: 2892.057617
Iteration 38Q: 3 clusters Score -510300.6 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4914 members
Mstep: Class 2 contains 2408 members
Entering Unmasked Estep
Score: -510305.437500 Penalty: 2892.057617
Iteration 39Q: 3 clusters Score -510305.4 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4929 members
Mstep: Class 2 contains 2393 members
Entering Unmasked Estep
Score: -510309.406250 Penalty: 2892.057617
Iteration 40F: 3 clusters Score -510309.4 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4948 members
Mstep: Class 2 contains 2374 members
Entering Unmasked Estep
Score: -510316.906250 Penalty: 2892.057617
Iteration 41Q: 3 clusters Score -510316.9 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4967 members
Mstep: Class 2 contains 2355 members
Entering Unmasked Estep
Score: -510323.468750 Penalty: 2892.057617
Iteration 42Q: 3 clusters Score -510323.5 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4981 members
Mstep: Class 2 contains 2341 members
Entering Unmasked Estep
Score: -510328.343750 Penalty: 2892.057617
Iteration 43Q: 3 clusters Score -510328.3 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4995 members
Mstep: Class 2 contains 2327 members
Entering Unmasked Estep
Score: -510333.343750 Penalty: 2892.057617
Iteration 44Q: 3 clusters Score -510333.3 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5017 members
Mstep: Class 2 contains 2305 members
Entering Unmasked Estep
Score: -510343.687500 Penalty: 2892.057617
Iteration 45Q: 3 clusters Score -510343.7 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5039 members
Mstep: Class 2 contains 2283 members
Entering Unmasked Estep
Score: -510351.437500 Penalty: 2892.057617
Iteration 46Q: 3 clusters Score -510351.4 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5065 members
Mstep: Class 2 contains 2257 members
Entering Unmasked Estep
Score: -510359.656250 Penalty: 2892.057617
Iteration 47Q: 3 clusters Score -510359.7 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5089 members
Mstep: Class 2 contains 2233 members
Entering Unmasked Estep
Score: -510365.312500 Penalty: 2892.057617
Iteration 48Q: 3 clusters Score -510365.3 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5106 members
Mstep: Class 2 contains 2216 members
Entering Unmasked Estep
Score: -510369.968750 Penalty: 2892.057617
Iteration 49Q: 3 clusters Score -510370 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5126 members
Mstep: Class 2 contains 2196 members
Entering Unmasked Estep
Score: -510376.187500 Penalty: 2892.057617
Iteration 50Q: 3 clusters Score -510376.2 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5141 members
Mstep: Class 2 contains 2181 members
Entering Unmasked Estep
Score: -510379.937500 Penalty: 2892.057617
Iteration 51Q: 3 clusters Score -510379.9 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5151 members
Mstep: Class 2 contains 2171 members
Entering Unmasked Estep
Score: -510382.656250 Penalty: 2892.057617
Iteration 52Q: 3 clusters Score -510382.7 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5158 members
Mstep: Class 2 contains 2164 members
Entering Unmasked Estep
Score: -510384.406250 Penalty: 2892.057617
Iteration 53Q: 3 clusters Score -510384.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5159 members
Mstep: Class 2 contains 2163 members
Entering Unmasked Estep
Score: -510384.156250 Penalty: 2892.057617
Iteration 54Q: 3 clusters Score -510384.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5161 members
Mstep: Class 2 contains 2161 members
Entering Unmasked Estep
Score: -510384.906250 Penalty: 2892.057617
Iteration 55Q: 3 clusters Score -510384.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5164 members
Mstep: Class 2 contains 2158 members
Entering Unmasked Estep
Score: -510385.937500 Penalty: 2892.057617
Iteration 56Q: 3 clusters Score -510385.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5166 members
Mstep: Class 2 contains 2156 members
Entering Unmasked Estep
Score: -510386.437500 Penalty: 2892.057617
Iteration 57Q: 3 clusters Score -510386.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5168 members
Mstep: Class 2 contains 2154 members
Entering Unmasked Estep
Score: -510386.312500 Penalty: 2892.057617
Iteration 58Q: 3 clusters Score -510386.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5172 members
Mstep: Class 2 contains 2150 members
Entering Unmasked Estep
Score: -510386.000000 Penalty: 2892.057617
Iteration 59Q: 3 clusters Score -510386 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5175 members
Mstep: Class 2 contains 2147 members
Entering Unmasked Estep
Score: -510386.625000 Penalty: 2892.057617
Iteration 60F: 3 clusters Score -510386.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5176 members
Mstep: Class 2 contains 2146 members
Entering Unmasked Estep
Score: -510387.281250 Penalty: 2892.057617
Iteration 61Q: 3 clusters Score -510387.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5179 members
Mstep: Class 2 contains 2143 members
Entering Unmasked Estep
Score: -510389.406250 Penalty: 2892.057617
Iteration 62Q: 3 clusters Score -510389.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5180 members
Mstep: Class 2 contains 2142 members
Entering Unmasked Estep
Score: -510388.500000 Penalty: 2892.057617
Iteration 63Q: 3 clusters Score -510388.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5181 members
Mstep: Class 2 contains 2141 members
Entering Unmasked Estep
Score: -510388.406250 Penalty: 2892.057617
Iteration 64Q: 3 clusters Score -510388.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5182 members
Mstep: Class 2 contains 2140 members
Entering Unmasked Estep
Score: -510387.875000 Penalty: 2892.057617
Iteration 65Q: 3 clusters Score -510387.9 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5182 members
Mstep: Class 2 contains 2140 members
Entering Unmasked Estep
Score: -510387.875000 Penalty: 2892.057617
Iteration 66F: 3 clusters Score -510387.9 nChanged 0
Entering ConstructFrom:
Trying to split cluster 6 (6634 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6634 members
Entering Unmasked Estep
Score: -423430.531250 Penalty: 1429.994019
Iteration 0F: 2 clusters Score -423430.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3364 members
Mstep: Class 2 contains 3270 members
Entering Unmasked Estep
Score: -418413.281250 Penalty: 2859.988037
Iteration 0F: 3 clusters Score -418413.3 nChanged 2734
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3438 members
Mstep: Class 2 contains 3196 members
Entering Unmasked Estep
Score: -419776.187500 Penalty: 2859.988037
Iteration 1F: 3 clusters Score -419776.2 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3521 members
Mstep: Class 2 contains 3113 members
Entering Unmasked Estep
Score: -419964.031250 Penalty: 2859.988037
Iteration 2F: 3 clusters Score -419964 nChanged 343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3630 members
Mstep: Class 2 contains 3004 members
Entering Unmasked Estep
Score: -420124.718750 Penalty: 2859.988037
Iteration 3F: 3 clusters Score -420124.7 nChanged 301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3751 members
Mstep: Class 2 contains 2883 members
Entering Unmasked Estep
Score: -420281.375000 Penalty: 2859.988037
Iteration 4Q: 3 clusters Score -420281.4 nChanged 312
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3919 members
Mstep: Class 2 contains 2715 members
Entering Unmasked Estep
Score: -420451.281250 Penalty: 2859.988037
Iteration 5Q: 3 clusters Score -420451.3 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4150 members
Mstep: Class 2 contains 2484 members
Entering Unmasked Estep
Score: -420656.750000 Penalty: 2859.988037
Iteration 6Q: 3 clusters Score -420656.8 nChanged 378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4438 members
Mstep: Class 2 contains 2196 members
Entering Unmasked Estep
Score: -420895.000000 Penalty: 2859.988037
Iteration 7F: 3 clusters Score -420895 nChanged 343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4729 members
Mstep: Class 2 contains 1905 members
Entering Unmasked Estep
Score: -421114.906250 Penalty: 2859.988037
Iteration 8F: 3 clusters Score -421114.9 nChanged 343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5032 members
Mstep: Class 2 contains 1602 members
Entering Unmasked Estep
Score: -421364.187500 Penalty: 2859.988037
Iteration 9F: 3 clusters Score -421364.2 nChanged 295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5305 members
Mstep: Class 2 contains 1329 members
Entering Unmasked Estep
Score: -421608.000000 Penalty: 2859.988037
Iteration 10Q: 3 clusters Score -421608 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5519 members
Mstep: Class 2 contains 1115 members
Entering Unmasked Estep
Score: -421831.875000 Penalty: 2859.988037
Iteration 11Q: 3 clusters Score -421831.9 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5684 members
Mstep: Class 2 contains 950 members
Entering Unmasked Estep
Score: -422040.031250 Penalty: 2859.988037
Iteration 12Q: 3 clusters Score -422040 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5788 members
Mstep: Class 2 contains 846 members
Entering Unmasked Estep
Score: -422184.843750 Penalty: 2859.988037
Iteration 13Q: 3 clusters Score -422184.8 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5851 members
Mstep: Class 2 contains 783 members
Entering Unmasked Estep
Score: -422268.406250 Penalty: 2859.988037
Iteration 14Q: 3 clusters Score -422268.4 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5880 members
Mstep: Class 2 contains 754 members
Entering Unmasked Estep
Score: -422314.687500 Penalty: 2859.988037
Iteration 15Q: 3 clusters Score -422314.7 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5903 members
Mstep: Class 2 contains 731 members
Entering Unmasked Estep
Score: -422344.531250 Penalty: 2859.988037
Iteration 16Q: 3 clusters Score -422344.5 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5929 members
Mstep: Class 2 contains 705 members
Entering Unmasked Estep
Score: -422364.156250 Penalty: 2859.988037
Iteration 17Q: 3 clusters Score -422364.2 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5945 members
Mstep: Class 2 contains 689 members
Entering Unmasked Estep
Score: -422372.625000 Penalty: 2859.988037
Iteration 18Q: 3 clusters Score -422372.6 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5961 members
Mstep: Class 2 contains 673 members
Entering Unmasked Estep
Score: -422381.187500 Penalty: 2859.988037
Iteration 19Q: 3 clusters Score -422381.2 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5971 members
Mstep: Class 2 contains 663 members
Entering Unmasked Estep
Score: -422384.750000 Penalty: 2859.988037
Iteration 20F: 3 clusters Score -422384.8 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5972 members
Mstep: Class 2 contains 662 members
Entering Unmasked Estep
Score: -422388.062500 Penalty: 2859.988037
Iteration 21Q: 3 clusters Score -422388.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5978 members
Mstep: Class 2 contains 656 members
Entering Unmasked Estep
Score: -422391.750000 Penalty: 2859.988037
Iteration 22Q: 3 clusters Score -422391.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5983 members
Mstep: Class 2 contains 651 members
Entering Unmasked Estep
Score: -422394.781250 Penalty: 2859.988037
Iteration 23Q: 3 clusters Score -422394.8 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5986 members
Mstep: Class 2 contains 648 members
Entering Unmasked Estep
Score: -422396.562500 Penalty: 2859.988037
Iteration 24Q: 3 clusters Score -422396.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5986 members
Mstep: Class 2 contains 648 members
Entering Unmasked Estep
Score: -422398.500000 Penalty: 2859.988037
Iteration 25Q: 3 clusters Score -422398.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5988 members
Mstep: Class 2 contains 646 members
Entering Unmasked Estep
Score: -422398.625000 Penalty: 2859.988037
Iteration 26Q: 3 clusters Score -422398.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5989 members
Mstep: Class 2 contains 645 members
Entering Unmasked Estep
Score: -422399.500000 Penalty: 2859.988037
Iteration 27Q: 3 clusters Score -422399.5 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5989 members
Mstep: Class 2 contains 645 members
Entering Unmasked Estep
Score: -422399.500000 Penalty: 2859.988037
Iteration 28F: 3 clusters Score -422399.5 nChanged 0
Entering ConstructFrom:
Trying to split cluster 7 (33733 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33733 members
Entering Unmasked Estep
Score: -2367737.500000 Penalty: 1694.262695
Iteration 0F: 2 clusters Score -2367738 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16987 members
Mstep: Class 2 contains 16746 members
Entering Unmasked Estep
Score: -2345201.500000 Penalty: 3388.525391
Iteration 0F: 3 clusters Score -2345202 nChanged 15547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18024 members
Mstep: Class 2 contains 15709 members
Entering Unmasked Estep
Score: -2354065.250000 Penalty: 3388.525391
Iteration 1F: 3 clusters Score -2354065 nChanged 1506
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18664 members
Mstep: Class 2 contains 15069 members
Entering Unmasked Estep
Score: -2354586.000000 Penalty: 3388.525391
Iteration 2Q: 3 clusters Score -2354586 nChanged 1547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19631 members
Mstep: Class 2 contains 14102 members
Entering Unmasked Estep
Score: -2355201.500000 Penalty: 3388.525391
Iteration 3Q: 3 clusters Score -2355202 nChanged 1656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20883 members
Mstep: Class 2 contains 12850 members
Entering Unmasked Estep
Score: -2355997.750000 Penalty: 3388.525391
Iteration 4Q: 3 clusters Score -2355998 nChanged 1828
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22439 members
Mstep: Class 2 contains 11294 members
Entering Unmasked Estep
Score: -2357118.250000 Penalty: 3388.525391
Iteration 5F: 3 clusters Score -2357118 nChanged 2041
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24290 members
Mstep: Class 2 contains 9443 members
Entering Unmasked Estep
Score: -2358594.500000 Penalty: 3388.525391
Iteration 6F: 3 clusters Score -2358594 nChanged 2086
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26216 members
Mstep: Class 2 contains 7517 members
Entering Unmasked Estep
Score: -2360279.500000 Penalty: 3388.525391
Iteration 7F: 3 clusters Score -2360280 nChanged 1960
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28062 members
Mstep: Class 2 contains 5671 members
Entering Unmasked Estep
Score: -2361918.000000 Penalty: 3388.525391
Iteration 8F: 3 clusters Score -2361918 nChanged 1549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29539 members
Mstep: Class 2 contains 4194 members
Entering Unmasked Estep
Score: -2363189.750000 Penalty: 3388.525391
Iteration 9Q: 3 clusters Score -2363190 nChanged 1155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30664 members
Mstep: Class 2 contains 3069 members
Entering Unmasked Estep
Score: -2364103.500000 Penalty: 3388.525391
Iteration 10Q: 3 clusters Score -2364104 nChanged 883
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31533 members
Mstep: Class 2 contains 2200 members
Entering Unmasked Estep
Score: -2364782.000000 Penalty: 3388.525391
Iteration 11Q: 3 clusters Score -2364782 nChanged 638
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32167 members
Mstep: Class 2 contains 1566 members
Entering Unmasked Estep
Score: -2365278.750000 Penalty: 3388.525391
Iteration 12Q: 3 clusters Score -2365279 nChanged 461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32618 members
Mstep: Class 2 contains 1115 members
Entering Unmasked Estep
Score: -2365645.250000 Penalty: 3388.525391
Iteration 13Q: 3 clusters Score -2365645 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32921 members
Mstep: Class 2 contains 812 members
Entering Unmasked Estep
Score: -2365891.000000 Penalty: 3388.525391
Iteration 14Q: 3 clusters Score -2365891 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33102 members
Mstep: Class 2 contains 631 members
Entering Unmasked Estep
Score: -2366032.000000 Penalty: 3388.525391
Iteration 15Q: 3 clusters Score -2366032 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33213 members
Mstep: Class 2 contains 520 members
Entering Unmasked Estep
Score: -2366133.500000 Penalty: 3388.525391
Iteration 16Q: 3 clusters Score -2366134 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33273 members
Mstep: Class 2 contains 460 members
Entering Unmasked Estep
Score: -2366187.000000 Penalty: 3388.525391
Iteration 17Q: 3 clusters Score -2366187 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33317 members
Mstep: Class 2 contains 416 members
Entering Unmasked Estep
Score: -2366213.500000 Penalty: 3388.525391
Iteration 18Q: 3 clusters Score -2366214 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33340 members
Mstep: Class 2 contains 393 members
Entering Unmasked Estep
Score: -2366233.000000 Penalty: 3388.525391
Iteration 19Q: 3 clusters Score -2366233 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33358 members
Mstep: Class 2 contains 375 members
Entering Unmasked Estep
Score: -2366252.000000 Penalty: 3388.525391
Iteration 20F: 3 clusters Score -2366252 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33368 members
Mstep: Class 2 contains 365 members
Entering Unmasked Estep
Score: -2366259.250000 Penalty: 3388.525391
Iteration 21Q: 3 clusters Score -2366259 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33384 members
Mstep: Class 2 contains 349 members
Entering Unmasked Estep
Score: -2366271.750000 Penalty: 3388.525391
Iteration 22Q: 3 clusters Score -2366272 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33393 members
Mstep: Class 2 contains 340 members
Entering Unmasked Estep
Score: -2366277.250000 Penalty: 3388.525391
Iteration 23Q: 3 clusters Score -2366277 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33397 members
Mstep: Class 2 contains 336 members
Entering Unmasked Estep
Score: -2366282.000000 Penalty: 3388.525391
Iteration 24Q: 3 clusters Score -2366282 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33404 members
Mstep: Class 2 contains 329 members
Entering Unmasked Estep
Score: -2366289.000000 Penalty: 3388.525391
Iteration 25Q: 3 clusters Score -2366289 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33406 members
Mstep: Class 2 contains 327 members
Entering Unmasked Estep
Score: -2366291.000000 Penalty: 3388.525391
Iteration 26Q: 3 clusters Score -2366291 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33406 members
Mstep: Class 2 contains 327 members
Entering Unmasked Estep
Score: -2366291.000000 Penalty: 3388.525391
Iteration 27F: 3 clusters Score -2366291 nChanged 0
Entering ConstructFrom:
Trying to split cluster 8 (3759 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3759 members
Entering Unmasked Estep
Score: -250430.437500 Penalty: 1337.685059
Iteration 0F: 2 clusters Score -250430.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1860 members
Mstep: Class 2 contains 1899 members
Entering Unmasked Estep
Score: -247262.562500 Penalty: 2675.370117
Iteration 0F: 3 clusters Score -247262.6 nChanged 1465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1779 members
Mstep: Class 2 contains 1980 members
Entering Unmasked Estep
Score: -248192.500000 Penalty: 2675.370117
Iteration 1F: 3 clusters Score -248192.5 nChanged 293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1716 members
Mstep: Class 2 contains 2043 members
Entering Unmasked Estep
Score: -248389.093750 Penalty: 2675.370117
Iteration 2F: 3 clusters Score -248389.1 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1663 members
Mstep: Class 2 contains 2096 members
Entering Unmasked Estep
Score: -248543.593750 Penalty: 2675.370117
Iteration 3F: 3 clusters Score -248543.6 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1621 members
Mstep: Class 2 contains 2138 members
Entering Unmasked Estep
Score: -248679.890625 Penalty: 2675.370117
Iteration 4Q: 3 clusters Score -248679.9 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1605 members
Mstep: Class 2 contains 2154 members
Entering Unmasked Estep
Score: -248800.218750 Penalty: 2675.370117
Iteration 5Q: 3 clusters Score -248800.2 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1594 members
Mstep: Class 2 contains 2165 members
Entering Unmasked Estep
Score: -248934.171875 Penalty: 2675.370117
Iteration 6Q: 3 clusters Score -248934.2 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1591 members
Mstep: Class 2 contains 2168 members
Entering Unmasked Estep
Score: -249068.171875 Penalty: 2675.370117
Iteration 7Q: 3 clusters Score -249068.2 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1576 members
Mstep: Class 2 contains 2183 members
Entering Unmasked Estep
Score: -249188.187500 Penalty: 2675.370117
Iteration 8Q: 3 clusters Score -249188.2 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1585 members
Mstep: Class 2 contains 2174 members
Entering Unmasked Estep
Score: -249269.437500 Penalty: 2675.370117
Iteration 9Q: 3 clusters Score -249269.4 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1576 members
Mstep: Class 2 contains 2183 members
Entering Unmasked Estep
Score: -249333.281250 Penalty: 2675.370117
Iteration 10Q: 3 clusters Score -249333.3 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1574 members
Mstep: Class 2 contains 2185 members
Entering Unmasked Estep
Score: -249395.453125 Penalty: 2675.370117
Iteration 11Q: 3 clusters Score -249395.5 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1562 members
Mstep: Class 2 contains 2197 members
Entering Unmasked Estep
Score: -249438.000000 Penalty: 2675.370117
Iteration 12Q: 3 clusters Score -249438 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1556 members
Mstep: Class 2 contains 2203 members
Entering Unmasked Estep
Score: -249470.250000 Penalty: 2675.370117
Iteration 13Q: 3 clusters Score -249470.2 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1548 members
Mstep: Class 2 contains 2211 members
Entering Unmasked Estep
Score: -249491.718750 Penalty: 2675.370117
Iteration 14Q: 3 clusters Score -249491.7 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1535 members
Mstep: Class 2 contains 2224 members
Entering Unmasked Estep
Score: -249508.359375 Penalty: 2675.370117
Iteration 15Q: 3 clusters Score -249508.4 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1526 members
Mstep: Class 2 contains 2233 members
Entering Unmasked Estep
Score: -249519.312500 Penalty: 2675.370117
Iteration 16Q: 3 clusters Score -249519.3 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1517 members
Mstep: Class 2 contains 2242 members
Entering Unmasked Estep
Score: -249526.468750 Penalty: 2675.370117
Iteration 17Q: 3 clusters Score -249526.5 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1505 members
Mstep: Class 2 contains 2254 members
Entering Unmasked Estep
Score: -249534.593750 Penalty: 2675.370117
Iteration 18Q: 3 clusters Score -249534.6 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1500 members
Mstep: Class 2 contains 2259 members
Entering Unmasked Estep
Score: -249541.984375 Penalty: 2675.370117
Iteration 19Q: 3 clusters Score -249542 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1494 members
Mstep: Class 2 contains 2265 members
Entering Unmasked Estep
Score: -249550.375000 Penalty: 2675.370117
Iteration 20F: 3 clusters Score -249550.4 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1494 members
Mstep: Class 2 contains 2265 members
Entering Unmasked Estep
Score: -249559.203125 Penalty: 2675.370117
Iteration 21Q: 3 clusters Score -249559.2 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1492 members
Mstep: Class 2 contains 2267 members
Entering Unmasked Estep
Score: -249564.703125 Penalty: 2675.370117
Iteration 22Q: 3 clusters Score -249564.7 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1490 members
Mstep: Class 2 contains 2269 members
Entering Unmasked Estep
Score: -249569.578125 Penalty: 2675.370117
Iteration 23Q: 3 clusters Score -249569.6 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1487 members
Mstep: Class 2 contains 2272 members
Entering Unmasked Estep
Score: -249574.046875 Penalty: 2675.370117
Iteration 24Q: 3 clusters Score -249574 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1484 members
Mstep: Class 2 contains 2275 members
Entering Unmasked Estep
Score: -249577.171875 Penalty: 2675.370117
Iteration 25Q: 3 clusters Score -249577.2 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1481 members
Mstep: Class 2 contains 2278 members
Entering Unmasked Estep
Score: -249579.718750 Penalty: 2675.370117
Iteration 26Q: 3 clusters Score -249579.7 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1477 members
Mstep: Class 2 contains 2282 members
Entering Unmasked Estep
Score: -249584.984375 Penalty: 2675.370117
Iteration 27Q: 3 clusters Score -249585 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1467 members
Mstep: Class 2 contains 2292 members
Entering Unmasked Estep
Score: -249588.640625 Penalty: 2675.370117
Iteration 28Q: 3 clusters Score -249588.6 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1464 members
Mstep: Class 2 contains 2295 members
Entering Unmasked Estep
Score: -249591.062500 Penalty: 2675.370117
Iteration 29Q: 3 clusters Score -249591.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1459 members
Mstep: Class 2 contains 2300 members
Entering Unmasked Estep
Score: -249593.312500 Penalty: 2675.370117
Iteration 30Q: 3 clusters Score -249593.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1458 members
Mstep: Class 2 contains 2301 members
Entering Unmasked Estep
Score: -249595.703125 Penalty: 2675.370117
Iteration 31Q: 3 clusters Score -249595.7 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1457 members
Mstep: Class 2 contains 2302 members
Entering Unmasked Estep
Score: -249597.593750 Penalty: 2675.370117
Iteration 32Q: 3 clusters Score -249597.6 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1454 members
Mstep: Class 2 contains 2305 members
Entering Unmasked Estep
Score: -249598.468750 Penalty: 2675.370117
Iteration 33Q: 3 clusters Score -249598.5 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1448 members
Mstep: Class 2 contains 2311 members
Entering Unmasked Estep
Score: -249601.406250 Penalty: 2675.370117
Iteration 34Q: 3 clusters Score -249601.4 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1443 members
Mstep: Class 2 contains 2316 members
Entering Unmasked Estep
Score: -249602.609375 Penalty: 2675.370117
Iteration 35Q: 3 clusters Score -249602.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1440 members
Mstep: Class 2 contains 2319 members
Entering Unmasked Estep
Score: -249603.625000 Penalty: 2675.370117
Iteration 36Q: 3 clusters Score -249603.6 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1439 members
Mstep: Class 2 contains 2320 members
Entering Unmasked Estep
Score: -249603.828125 Penalty: 2675.370117
Iteration 37Q: 3 clusters Score -249603.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1440 members
Mstep: Class 2 contains 2319 members
Entering Unmasked Estep
Score: -249603.843750 Penalty: 2675.370117
Iteration 38Q: 3 clusters Score -249603.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1440 members
Mstep: Class 2 contains 2319 members
Entering Unmasked Estep
Score: -249603.843750 Penalty: 2675.370117
Iteration 39F: 3 clusters Score -249603.8 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (26448 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26448 members
Entering Unmasked Estep
Score: -1855671.250000 Penalty: 1654.727051
Iteration 0F: 2 clusters Score -1855671 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13289 members
Mstep: Class 2 contains 13159 members
Entering Unmasked Estep
Score: -1837915.125000 Penalty: 3309.454102
Iteration 0F: 3 clusters Score -1837915 nChanged 12020
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13597 members
Mstep: Class 2 contains 12851 members
Entering Unmasked Estep
Score: -1844409.000000 Penalty: 3309.454102
Iteration 1F: 3 clusters Score -1844409 nChanged 1236
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13797 members
Mstep: Class 2 contains 12651 members
Entering Unmasked Estep
Score: -1844863.250000 Penalty: 3309.454102
Iteration 2Q: 3 clusters Score -1844863 nChanged 1280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14019 members
Mstep: Class 2 contains 12429 members
Entering Unmasked Estep
Score: -1845357.875000 Penalty: 3309.454102
Iteration 3Q: 3 clusters Score -1845358 nChanged 1228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14275 members
Mstep: Class 2 contains 12173 members
Entering Unmasked Estep
Score: -1845911.750000 Penalty: 3309.454102
Iteration 4Q: 3 clusters Score -1845912 nChanged 1306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14577 members
Mstep: Class 2 contains 11871 members
Entering Unmasked Estep
Score: -1846649.250000 Penalty: 3309.454102
Iteration 5Q: 3 clusters Score -1846649 nChanged 1416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14929 members
Mstep: Class 2 contains 11519 members
Entering Unmasked Estep
Score: -1847539.375000 Penalty: 3309.454102
Iteration 6F: 3 clusters Score -1847539 nChanged 1525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15250 members
Mstep: Class 2 contains 11198 members
Entering Unmasked Estep
Score: -1848588.625000 Penalty: 3309.454102
Iteration 7F: 3 clusters Score -1848589 nChanged 1505
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15459 members
Mstep: Class 2 contains 10989 members
Entering Unmasked Estep
Score: -1849608.250000 Penalty: 3309.454102
Iteration 8F: 3 clusters Score -1849608 nChanged 1407
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15600 members
Mstep: Class 2 contains 10848 members
Entering Unmasked Estep
Score: -1850486.625000 Penalty: 3309.454102
Iteration 9F: 3 clusters Score -1850487 nChanged 1187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15675 members
Mstep: Class 2 contains 10773 members
Entering Unmasked Estep
Score: -1851111.250000 Penalty: 3309.454102
Iteration 10Q: 3 clusters Score -1851111 nChanged 872
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15775 members
Mstep: Class 2 contains 10673 members
Entering Unmasked Estep
Score: -1851465.625000 Penalty: 3309.454102
Iteration 11Q: 3 clusters Score -1851466 nChanged 625
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15848 members
Mstep: Class 2 contains 10600 members
Entering Unmasked Estep
Score: -1851668.500000 Penalty: 3309.454102
Iteration 12Q: 3 clusters Score -1851668 nChanged 467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15935 members
Mstep: Class 2 contains 10513 members
Entering Unmasked Estep
Score: -1851781.500000 Penalty: 3309.454102
Iteration 13Q: 3 clusters Score -1851782 nChanged 336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16017 members
Mstep: Class 2 contains 10431 members
Entering Unmasked Estep
Score: -1851840.625000 Penalty: 3309.454102
Iteration 14Q: 3 clusters Score -1851841 nChanged 254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16085 members
Mstep: Class 2 contains 10363 members
Entering Unmasked Estep
Score: -1851896.250000 Penalty: 3309.454102
Iteration 15Q: 3 clusters Score -1851896 nChanged 244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16143 members
Mstep: Class 2 contains 10305 members
Entering Unmasked Estep
Score: -1851947.625000 Penalty: 3309.454102
Iteration 16Q: 3 clusters Score -1851948 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16223 members
Mstep: Class 2 contains 10225 members
Entering Unmasked Estep
Score: -1851989.000000 Penalty: 3309.454102
Iteration 17Q: 3 clusters Score -1851989 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16313 members
Mstep: Class 2 contains 10135 members
Entering Unmasked Estep
Score: -1852017.000000 Penalty: 3309.454102
Iteration 18Q: 3 clusters Score -1852017 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16394 members
Mstep: Class 2 contains 10054 members
Entering Unmasked Estep
Score: -1852037.250000 Penalty: 3309.454102
Iteration 19Q: 3 clusters Score -1852037 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16476 members
Mstep: Class 2 contains 9972 members
Entering Unmasked Estep
Score: -1852062.125000 Penalty: 3309.454102
Iteration 20F: 3 clusters Score -1852062 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16538 members
Mstep: Class 2 contains 9910 members
Entering Unmasked Estep
Score: -1852078.000000 Penalty: 3309.454102
Iteration 21Q: 3 clusters Score -1852078 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16613 members
Mstep: Class 2 contains 9835 members
Entering Unmasked Estep
Score: -1852101.625000 Penalty: 3309.454102
Iteration 22Q: 3 clusters Score -1852102 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16670 members
Mstep: Class 2 contains 9778 members
Entering Unmasked Estep
Score: -1852102.875000 Penalty: 3309.454102
Iteration 23Q: 3 clusters Score -1852103 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16730 members
Mstep: Class 2 contains 9718 members
Entering Unmasked Estep
Score: -1852120.750000 Penalty: 3309.454102
Iteration 24Q: 3 clusters Score -1852121 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16792 members
Mstep: Class 2 contains 9656 members
Entering Unmasked Estep
Score: -1852130.625000 Penalty: 3309.454102
Iteration 25Q: 3 clusters Score -1852131 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16857 members
Mstep: Class 2 contains 9591 members
Entering Unmasked Estep
Score: -1852146.500000 Penalty: 3309.454102
Iteration 26Q: 3 clusters Score -1852146 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16935 members
Mstep: Class 2 contains 9513 members
Entering Unmasked Estep
Score: -1852157.000000 Penalty: 3309.454102
Iteration 27Q: 3 clusters Score -1852157 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16999 members
Mstep: Class 2 contains 9449 members
Entering Unmasked Estep
Score: -1852162.250000 Penalty: 3309.454102
Iteration 28Q: 3 clusters Score -1852162 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17075 members
Mstep: Class 2 contains 9373 members
Entering Unmasked Estep
Score: -1852177.250000 Penalty: 3309.454102
Iteration 29Q: 3 clusters Score -1852177 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17162 members
Mstep: Class 2 contains 9286 members
Entering Unmasked Estep
Score: -1852190.375000 Penalty: 3309.454102
Iteration 30Q: 3 clusters Score -1852190 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17228 members
Mstep: Class 2 contains 9220 members
Entering Unmasked Estep
Score: -1852206.375000 Penalty: 3309.454102
Iteration 31Q: 3 clusters Score -1852206 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17279 members
Mstep: Class 2 contains 9169 members
Entering Unmasked Estep
Score: -1852212.250000 Penalty: 3309.454102
Iteration 32Q: 3 clusters Score -1852212 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17331 members
Mstep: Class 2 contains 9117 members
Entering Unmasked Estep
Score: -1852217.750000 Penalty: 3309.454102
Iteration 33Q: 3 clusters Score -1852218 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17377 members
Mstep: Class 2 contains 9071 members
Entering Unmasked Estep
Score: -1852226.000000 Penalty: 3309.454102
Iteration 34Q: 3 clusters Score -1852226 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17452 members
Mstep: Class 2 contains 8996 members
Entering Unmasked Estep
Score: -1852230.750000 Penalty: 3309.454102
Iteration 35Q: 3 clusters Score -1852231 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17516 members
Mstep: Class 2 contains 8932 members
Entering Unmasked Estep
Score: -1852242.375000 Penalty: 3309.454102
Iteration 36Q: 3 clusters Score -1852242 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17587 members
Mstep: Class 2 contains 8861 members
Entering Unmasked Estep
Score: -1852246.125000 Penalty: 3309.454102
Iteration 37Q: 3 clusters Score -1852246 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17665 members
Mstep: Class 2 contains 8783 members
Entering Unmasked Estep
Score: -1852260.750000 Penalty: 3309.454102
Iteration 38Q: 3 clusters Score -1852261 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17748 members
Mstep: Class 2 contains 8700 members
Entering Unmasked Estep
Score: -1852262.625000 Penalty: 3309.454102
Iteration 39Q: 3 clusters Score -1852263 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17822 members
Mstep: Class 2 contains 8626 members
Entering Unmasked Estep
Score: -1852274.625000 Penalty: 3309.454102
Iteration 40F: 3 clusters Score -1852275 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17888 members
Mstep: Class 2 contains 8560 members
Entering Unmasked Estep
Score: -1852271.750000 Penalty: 3309.454102
Iteration 41Q: 3 clusters Score -1852272 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17957 members
Mstep: Class 2 contains 8491 members
Entering Unmasked Estep
Score: -1852281.500000 Penalty: 3309.454102
Iteration 42Q: 3 clusters Score -1852282 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18018 members
Mstep: Class 2 contains 8430 members
Entering Unmasked Estep
Score: -1852291.375000 Penalty: 3309.454102
Iteration 43Q: 3 clusters Score -1852291 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18073 members
Mstep: Class 2 contains 8375 members
Entering Unmasked Estep
Score: -1852292.125000 Penalty: 3309.454102
Iteration 44Q: 3 clusters Score -1852292 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18135 members
Mstep: Class 2 contains 8313 members
Entering Unmasked Estep
Score: -1852300.125000 Penalty: 3309.454102
Iteration 45Q: 3 clusters Score -1852300 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18205 members
Mstep: Class 2 contains 8243 members
Entering Unmasked Estep
Score: -1852314.250000 Penalty: 3309.454102
Iteration 46Q: 3 clusters Score -1852314 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18278 members
Mstep: Class 2 contains 8170 members
Entering Unmasked Estep
Score: -1852322.250000 Penalty: 3309.454102
Iteration 47Q: 3 clusters Score -1852322 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18362 members
Mstep: Class 2 contains 8086 members
Entering Unmasked Estep
Score: -1852332.375000 Penalty: 3309.454102
Iteration 48Q: 3 clusters Score -1852332 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18450 members
Mstep: Class 2 contains 7998 members
Entering Unmasked Estep
Score: -1852345.375000 Penalty: 3309.454102
Iteration 49Q: 3 clusters Score -1852345 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18537 members
Mstep: Class 2 contains 7911 members
Entering Unmasked Estep
Score: -1852349.750000 Penalty: 3309.454102
Iteration 50Q: 3 clusters Score -1852350 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18641 members
Mstep: Class 2 contains 7807 members
Entering Unmasked Estep
Score: -1852370.875000 Penalty: 3309.454102
Iteration 51Q: 3 clusters Score -1852371 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18752 members
Mstep: Class 2 contains 7696 members
Entering Unmasked Estep
Score: -1852386.250000 Penalty: 3309.454102
Iteration 52Q: 3 clusters Score -1852386 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18873 members
Mstep: Class 2 contains 7575 members
Entering Unmasked Estep
Score: -1852403.750000 Penalty: 3309.454102
Iteration 53Q: 3 clusters Score -1852404 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18982 members
Mstep: Class 2 contains 7466 members
Entering Unmasked Estep
Score: -1852421.250000 Penalty: 3309.454102
Iteration 54Q: 3 clusters Score -1852421 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19084 members
Mstep: Class 2 contains 7364 members
Entering Unmasked Estep
Score: -1852435.250000 Penalty: 3309.454102
Iteration 55Q: 3 clusters Score -1852435 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19202 members
Mstep: Class 2 contains 7246 members
Entering Unmasked Estep
Score: -1852454.250000 Penalty: 3309.454102
Iteration 56Q: 3 clusters Score -1852454 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19309 members
Mstep: Class 2 contains 7139 members
Entering Unmasked Estep
Score: -1852473.250000 Penalty: 3309.454102
Iteration 57Q: 3 clusters Score -1852473 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19418 members
Mstep: Class 2 contains 7030 members
Entering Unmasked Estep
Score: -1852486.625000 Penalty: 3309.454102
Iteration 58Q: 3 clusters Score -1852487 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19523 members
Mstep: Class 2 contains 6925 members
Entering Unmasked Estep
Score: -1852497.500000 Penalty: 3309.454102
Iteration 59Q: 3 clusters Score -1852498 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19633 members
Mstep: Class 2 contains 6815 members
Entering Unmasked Estep
Score: -1852521.250000 Penalty: 3309.454102
Iteration 60F: 3 clusters Score -1852521 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19756 members
Mstep: Class 2 contains 6692 members
Entering Unmasked Estep
Score: -1852545.000000 Penalty: 3309.454102
Iteration 61Q: 3 clusters Score -1852545 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19881 members
Mstep: Class 2 contains 6567 members
Entering Unmasked Estep
Score: -1852567.875000 Penalty: 3309.454102
Iteration 62Q: 3 clusters Score -1852568 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20001 members
Mstep: Class 2 contains 6447 members
Entering Unmasked Estep
Score: -1852582.875000 Penalty: 3309.454102
Iteration 63Q: 3 clusters Score -1852583 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20122 members
Mstep: Class 2 contains 6326 members
Entering Unmasked Estep
Score: -1852611.000000 Penalty: 3309.454102
Iteration 64Q: 3 clusters Score -1852611 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20251 members
Mstep: Class 2 contains 6197 members
Entering Unmasked Estep
Score: -1852626.750000 Penalty: 3309.454102
Iteration 65Q: 3 clusters Score -1852627 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20381 members
Mstep: Class 2 contains 6067 members
Entering Unmasked Estep
Score: -1852653.875000 Penalty: 3309.454102
Iteration 66Q: 3 clusters Score -1852654 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20510 members
Mstep: Class 2 contains 5938 members
Entering Unmasked Estep
Score: -1852677.375000 Penalty: 3309.454102
Iteration 67Q: 3 clusters Score -1852677 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20657 members
Mstep: Class 2 contains 5791 members
Entering Unmasked Estep
Score: -1852710.500000 Penalty: 3309.454102
Iteration 68Q: 3 clusters Score -1852710 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20803 members
Mstep: Class 2 contains 5645 members
Entering Unmasked Estep
Score: -1852739.125000 Penalty: 3309.454102
Iteration 69Q: 3 clusters Score -1852739 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20946 members
Mstep: Class 2 contains 5502 members
Entering Unmasked Estep
Score: -1852763.625000 Penalty: 3309.454102
Iteration 70Q: 3 clusters Score -1852764 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21106 members
Mstep: Class 2 contains 5342 members
Entering Unmasked Estep
Score: -1852799.250000 Penalty: 3309.454102
Iteration 71Q: 3 clusters Score -1852799 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21253 members
Mstep: Class 2 contains 5195 members
Entering Unmasked Estep
Score: -1852823.375000 Penalty: 3309.454102
Iteration 72Q: 3 clusters Score -1852823 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21410 members
Mstep: Class 2 contains 5038 members
Entering Unmasked Estep
Score: -1852854.375000 Penalty: 3309.454102
Iteration 73Q: 3 clusters Score -1852854 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21575 members
Mstep: Class 2 contains 4873 members
Entering Unmasked Estep
Score: -1852885.625000 Penalty: 3309.454102
Iteration 74Q: 3 clusters Score -1852886 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21740 members
Mstep: Class 2 contains 4708 members
Entering Unmasked Estep
Score: -1852921.000000 Penalty: 3309.454102
Iteration 75Q: 3 clusters Score -1852921 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21915 members
Mstep: Class 2 contains 4533 members
Entering Unmasked Estep
Score: -1852968.750000 Penalty: 3309.454102
Iteration 76Q: 3 clusters Score -1852969 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22096 members
Mstep: Class 2 contains 4352 members
Entering Unmasked Estep
Score: -1853012.750000 Penalty: 3309.454102
Iteration 77Q: 3 clusters Score -1853013 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22291 members
Mstep: Class 2 contains 4157 members
Entering Unmasked Estep
Score: -1853060.750000 Penalty: 3309.454102
Iteration 78Q: 3 clusters Score -1853061 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22487 members
Mstep: Class 2 contains 3961 members
Entering Unmasked Estep
Score: -1853114.750000 Penalty: 3309.454102
Iteration 79Q: 3 clusters Score -1853115 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22655 members
Mstep: Class 2 contains 3793 members
Entering Unmasked Estep
Score: -1853155.750000 Penalty: 3309.454102
Iteration 80F: 3 clusters Score -1853156 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22825 members
Mstep: Class 2 contains 3623 members
Entering Unmasked Estep
Score: -1853206.250000 Penalty: 3309.454102
Iteration 81Q: 3 clusters Score -1853206 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23012 members
Mstep: Class 2 contains 3436 members
Entering Unmasked Estep
Score: -1853269.000000 Penalty: 3309.454102
Iteration 82Q: 3 clusters Score -1853269 nChanged 203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23211 members
Mstep: Class 2 contains 3237 members
Entering Unmasked Estep
Score: -1853338.625000 Penalty: 3309.454102
Iteration 83Q: 3 clusters Score -1853339 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23423 members
Mstep: Class 2 contains 3025 members
Entering Unmasked Estep
Score: -1853411.625000 Penalty: 3309.454102
Iteration 84Q: 3 clusters Score -1853412 nChanged 208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23629 members
Mstep: Class 2 contains 2819 members
Entering Unmasked Estep
Score: -1853485.250000 Penalty: 3309.454102
Iteration 85Q: 3 clusters Score -1853485 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23814 members
Mstep: Class 2 contains 2634 members
Entering Unmasked Estep
Score: -1853548.250000 Penalty: 3309.454102
Iteration 86Q: 3 clusters Score -1853548 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24000 members
Mstep: Class 2 contains 2448 members
Entering Unmasked Estep
Score: -1853617.500000 Penalty: 3309.454102
Iteration 87Q: 3 clusters Score -1853618 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24174 members
Mstep: Class 2 contains 2274 members
Entering Unmasked Estep
Score: -1853684.000000 Penalty: 3309.454102
Iteration 88Q: 3 clusters Score -1853684 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24338 members
Mstep: Class 2 contains 2110 members
Entering Unmasked Estep
Score: -1853748.500000 Penalty: 3309.454102
Iteration 89Q: 3 clusters Score -1853748 nChanged 158
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24496 members
Mstep: Class 2 contains 1952 members
Entering Unmasked Estep
Score: -1853816.250000 Penalty: 3309.454102
Iteration 90Q: 3 clusters Score -1853816 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24640 members
Mstep: Class 2 contains 1808 members
Entering Unmasked Estep
Score: -1853877.125000 Penalty: 3309.454102
Iteration 91Q: 3 clusters Score -1853877 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24763 members
Mstep: Class 2 contains 1685 members
Entering Unmasked Estep
Score: -1853931.125000 Penalty: 3309.454102
Iteration 92Q: 3 clusters Score -1853931 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24885 members
Mstep: Class 2 contains 1563 members
Entering Unmasked Estep
Score: -1853985.375000 Penalty: 3309.454102
Iteration 93Q: 3 clusters Score -1853985 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25002 members
Mstep: Class 2 contains 1446 members
Entering Unmasked Estep
Score: -1854034.500000 Penalty: 3309.454102
Iteration 94Q: 3 clusters Score -1854034 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25096 members
Mstep: Class 2 contains 1352 members
Entering Unmasked Estep
Score: -1854072.500000 Penalty: 3309.454102
Iteration 95Q: 3 clusters Score -1854072 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25181 members
Mstep: Class 2 contains 1267 members
Entering Unmasked Estep
Score: -1854112.250000 Penalty: 3309.454102
Iteration 96Q: 3 clusters Score -1854112 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25247 members
Mstep: Class 2 contains 1201 members
Entering Unmasked Estep
Score: -1854138.875000 Penalty: 3309.454102
Iteration 97Q: 3 clusters Score -1854139 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25295 members
Mstep: Class 2 contains 1153 members
Entering Unmasked Estep
Score: -1854161.125000 Penalty: 3309.454102
Iteration 98Q: 3 clusters Score -1854161 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25348 members
Mstep: Class 2 contains 1100 members
Entering Unmasked Estep
Score: -1854183.500000 Penalty: 3309.454102
Iteration 99Q: 3 clusters Score -1854184 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25391 members
Mstep: Class 2 contains 1057 members
Entering Unmasked Estep
Score: -1854194.000000 Penalty: 3309.454102
Iteration 100F: 3 clusters Score -1854194 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25434 members
Mstep: Class 2 contains 1014 members
Entering Unmasked Estep
Score: -1854214.625000 Penalty: 3309.454102
Iteration 101Q: 3 clusters Score -1854215 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25462 members
Mstep: Class 2 contains 986 members
Entering Unmasked Estep
Score: -1854230.000000 Penalty: 3309.454102
Iteration 102Q: 3 clusters Score -1854230 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25487 members
Mstep: Class 2 contains 961 members
Entering Unmasked Estep
Score: -1854239.250000 Penalty: 3309.454102
Iteration 103Q: 3 clusters Score -1854239 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25519 members
Mstep: Class 2 contains 929 members
Entering Unmasked Estep
Score: -1854251.500000 Penalty: 3309.454102
Iteration 104Q: 3 clusters Score -1854252 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25539 members
Mstep: Class 2 contains 909 members
Entering Unmasked Estep
Score: -1854258.250000 Penalty: 3309.454102
Iteration 105Q: 3 clusters Score -1854258 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25561 members
Mstep: Class 2 contains 887 members
Entering Unmasked Estep
Score: -1854269.875000 Penalty: 3309.454102
Iteration 106Q: 3 clusters Score -1854270 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25577 members
Mstep: Class 2 contains 871 members
Entering Unmasked Estep
Score: -1854276.250000 Penalty: 3309.454102
Iteration 107Q: 3 clusters Score -1854276 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25589 members
Mstep: Class 2 contains 859 members
Entering Unmasked Estep
Score: -1854283.875000 Penalty: 3309.454102
Iteration 108Q: 3 clusters Score -1854284 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25605 members
Mstep: Class 2 contains 843 members
Entering Unmasked Estep
Score: -1854292.500000 Penalty: 3309.454102
Iteration 109Q: 3 clusters Score -1854292 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25618 members
Mstep: Class 2 contains 830 members
Entering Unmasked Estep
Score: -1854299.750000 Penalty: 3309.454102
Iteration 110Q: 3 clusters Score -1854300 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25633 members
Mstep: Class 2 contains 815 members
Entering Unmasked Estep
Score: -1854307.125000 Penalty: 3309.454102
Iteration 111Q: 3 clusters Score -1854307 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25652 members
Mstep: Class 2 contains 796 members
Entering Unmasked Estep
Score: -1854321.125000 Penalty: 3309.454102
Iteration 112Q: 3 clusters Score -1854321 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25665 members
Mstep: Class 2 contains 783 members
Entering Unmasked Estep
Score: -1854324.500000 Penalty: 3309.454102
Iteration 113Q: 3 clusters Score -1854324 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25676 members
Mstep: Class 2 contains 772 members
Entering Unmasked Estep
Score: -1854332.750000 Penalty: 3309.454102
Iteration 114Q: 3 clusters Score -1854333 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25688 members
Mstep: Class 2 contains 760 members
Entering Unmasked Estep
Score: -1854335.125000 Penalty: 3309.454102
Iteration 115Q: 3 clusters Score -1854335 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25699 members
Mstep: Class 2 contains 749 members
Entering Unmasked Estep
Score: -1854336.000000 Penalty: 3309.454102
Iteration 116Q: 3 clusters Score -1854336 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25704 members
Mstep: Class 2 contains 744 members
Entering Unmasked Estep
Score: -1854340.750000 Penalty: 3309.454102
Iteration 117Q: 3 clusters Score -1854341 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25704 members
Mstep: Class 2 contains 744 members
Entering Unmasked Estep
Score: -1854338.875000 Penalty: 3309.454102
Iteration 118Q: 3 clusters Score -1854339 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25705 members
Mstep: Class 2 contains 743 members
Entering Unmasked Estep
Score: -1854339.125000 Penalty: 3309.454102
Iteration 119Q: 3 clusters Score -1854339 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25706 members
Mstep: Class 2 contains 742 members
Entering Unmasked Estep
Score: -1854338.625000 Penalty: 3309.454102
Iteration 120F: 3 clusters Score -1854339 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25708 members
Mstep: Class 2 contains 740 members
Entering Unmasked Estep
Score: -1854337.250000 Penalty: 3309.454102
Iteration 121Q: 3 clusters Score -1854337 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25709 members
Mstep: Class 2 contains 739 members
Entering Unmasked Estep
Score: -1854338.375000 Penalty: 3309.454102
Iteration 122Q: 3 clusters Score -1854338 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25710 members
Mstep: Class 2 contains 738 members
Entering Unmasked Estep
Score: -1854339.250000 Penalty: 3309.454102
Iteration 123Q: 3 clusters Score -1854339 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25711 members
Mstep: Class 2 contains 737 members
Entering Unmasked Estep
Score: -1854340.875000 Penalty: 3309.454102
Iteration 124Q: 3 clusters Score -1854341 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25711 members
Mstep: Class 2 contains 737 members
Entering Unmasked Estep
Score: -1854340.875000 Penalty: 3309.454102
Iteration 125F: 3 clusters Score -1854341 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (16680 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16680 members
Entering Unmasked Estep
Score: -1167108.375000 Penalty: 1579.819458
Iteration 0F: 2 clusters Score -1167108 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8281 members
Mstep: Class 2 contains 8399 members
Entering Unmasked Estep
Score: -1155680.500000 Penalty: 3159.638916
Iteration 0F: 3 clusters Score -1155680 nChanged 7369
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7758 members
Mstep: Class 2 contains 8922 members
Entering Unmasked Estep
Score: -1159580.125000 Penalty: 3159.638916
Iteration 1F: 3 clusters Score -1159580 nChanged 800
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7486 members
Mstep: Class 2 contains 9194 members
Entering Unmasked Estep
Score: -1159867.625000 Penalty: 3159.638916
Iteration 2Q: 3 clusters Score -1159868 nChanged 796
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7102 members
Mstep: Class 2 contains 9578 members
Entering Unmasked Estep
Score: -1160174.125000 Penalty: 3159.638916
Iteration 3Q: 3 clusters Score -1160174 nChanged 746
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6606 members
Mstep: Class 2 contains 10074 members
Entering Unmasked Estep
Score: -1160488.125000 Penalty: 3159.638916
Iteration 4Q: 3 clusters Score -1160488 nChanged 811
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5971 members
Mstep: Class 2 contains 10709 members
Entering Unmasked Estep
Score: -1160875.375000 Penalty: 3159.638916
Iteration 5Q: 3 clusters Score -1160875 nChanged 803
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5268 members
Mstep: Class 2 contains 11412 members
Entering Unmasked Estep
Score: -1161313.125000 Penalty: 3159.638916
Iteration 6Q: 3 clusters Score -1161313 nChanged 939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4377 members
Mstep: Class 2 contains 12303 members
Entering Unmasked Estep
Score: -1161953.125000 Penalty: 3159.638916
Iteration 7F: 3 clusters Score -1161953 nChanged 1048
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3353 members
Mstep: Class 2 contains 13327 members
Entering Unmasked Estep
Score: -1162812.750000 Penalty: 3159.638916
Iteration 8F: 3 clusters Score -1162813 nChanged 1016
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2353 members
Mstep: Class 2 contains 14327 members
Entering Unmasked Estep
Score: -1163729.250000 Penalty: 3159.638916
Iteration 9F: 3 clusters Score -1163729 nChanged 839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1536 members
Mstep: Class 2 contains 15144 members
Entering Unmasked Estep
Score: -1164495.750000 Penalty: 3159.638916
Iteration 10F: 3 clusters Score -1164496 nChanged 584
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 964 members
Mstep: Class 2 contains 15716 members
Entering Unmasked Estep
Score: -1165034.500000 Penalty: 3159.638916
Iteration 11Q: 3 clusters Score -1165034 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 645 members
Mstep: Class 2 contains 16035 members
Entering Unmasked Estep
Score: -1165322.375000 Penalty: 3159.638916
Iteration 12Q: 3 clusters Score -1165322 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 478 members
Mstep: Class 2 contains 16202 members
Entering Unmasked Estep
Score: -1165467.250000 Penalty: 3159.638916
Iteration 13Q: 3 clusters Score -1165467 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 388 members
Mstep: Class 2 contains 16292 members
Entering Unmasked Estep
Score: -1165558.375000 Penalty: 3159.638916
Iteration 14Q: 3 clusters Score -1165558 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 332 members
Mstep: Class 2 contains 16348 members
Entering Unmasked Estep
Score: -1165619.250000 Penalty: 3159.638916
Iteration 15Q: 3 clusters Score -1165619 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 295 members
Mstep: Class 2 contains 16385 members
Entering Unmasked Estep
Score: -1165653.000000 Penalty: 3159.638916
Iteration 16Q: 3 clusters Score -1165653 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 277 members
Mstep: Class 2 contains 16403 members
Entering Unmasked Estep
Score: -1165674.125000 Penalty: 3159.638916
Iteration 17Q: 3 clusters Score -1165674 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 268 members
Mstep: Class 2 contains 16412 members
Entering Unmasked Estep
Score: -1165692.250000 Penalty: 3159.638916
Iteration 18Q: 3 clusters Score -1165692 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 260 members
Mstep: Class 2 contains 16420 members
Entering Unmasked Estep
Score: -1165706.000000 Penalty: 3159.638916
Iteration 19Q: 3 clusters Score -1165706 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 258 members
Mstep: Class 2 contains 16422 members
Entering Unmasked Estep
Score: -1165711.625000 Penalty: 3159.638916
Iteration 20F: 3 clusters Score -1165712 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 253 members
Mstep: Class 2 contains 16427 members
Entering Unmasked Estep
Score: -1165713.875000 Penalty: 3159.638916
Iteration 21Q: 3 clusters Score -1165714 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 252 members
Mstep: Class 2 contains 16428 members
Entering Unmasked Estep
Score: -1165715.125000 Penalty: 3159.638916
Iteration 22Q: 3 clusters Score -1165715 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 251 members
Mstep: Class 2 contains 16429 members
Entering Unmasked Estep
Score: -1165716.625000 Penalty: 3159.638916
Iteration 23Q: 3 clusters Score -1165717 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 250 members
Mstep: Class 2 contains 16430 members
Entering Unmasked Estep
Score: -1165719.625000 Penalty: 3159.638916
Iteration 24Q: 3 clusters Score -1165720 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 250 members
Mstep: Class 2 contains 16430 members
Entering Unmasked Estep
Score: -1165720.250000 Penalty: 3159.638916
Iteration 25Q: 3 clusters Score -1165720 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 249 members
Mstep: Class 2 contains 16431 members
Entering Unmasked Estep
Score: -1165721.375000 Penalty: 3159.638916
Iteration 26Q: 3 clusters Score -1165721 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 249 members
Mstep: Class 2 contains 16431 members
Entering Unmasked Estep
Score: -1165721.375000 Penalty: 3159.638916
Iteration 27F: 3 clusters Score -1165721 nChanged 0
Entering ConstructFrom:
Trying to split cluster 11 (74586 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74586 members
Entering Unmasked Estep
Score: -4976720.000000 Penalty: 1823.202637
Iteration 0F: 2 clusters Score -4976720 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37399 members
Mstep: Class 2 contains 37187 members
Entering Unmasked Estep
Score: -4926700.000000 Penalty: 3646.405273
Iteration 0F: 3 clusters Score -4926700 nChanged 35498
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39099 members
Mstep: Class 2 contains 35487 members
Entering Unmasked Estep
Score: -4947553.000000 Penalty: 3646.405273
Iteration 1F: 3 clusters Score -4947553 nChanged 2820
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40251 members
Mstep: Class 2 contains 34335 members
Entering Unmasked Estep
Score: -4948423.500000 Penalty: 3646.405273
Iteration 2Q: 3 clusters Score -4948424 nChanged 3058
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41899 members
Mstep: Class 2 contains 32687 members
Entering Unmasked Estep
Score: -4949494.500000 Penalty: 3646.405273
Iteration 3Q: 3 clusters Score -4949494 nChanged 3498
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44265 members
Mstep: Class 2 contains 30321 members
Entering Unmasked Estep
Score: -4951185.000000 Penalty: 3646.405273
Iteration 4Q: 3 clusters Score -4951185 nChanged 4167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47382 members
Mstep: Class 2 contains 27204 members
Entering Unmasked Estep
Score: -4953648.000000 Penalty: 3646.405273
Iteration 5F: 3 clusters Score -4953648 nChanged 4641
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51169 members
Mstep: Class 2 contains 23417 members
Entering Unmasked Estep
Score: -4956998.000000 Penalty: 3646.405273
Iteration 6F: 3 clusters Score -4956998 nChanged 4862
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55259 members
Mstep: Class 2 contains 19327 members
Entering Unmasked Estep
Score: -4961017.500000 Penalty: 3646.405273
Iteration 7F: 3 clusters Score -4961018 nChanged 4522
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58963 members
Mstep: Class 2 contains 15623 members
Entering Unmasked Estep
Score: -4964943.500000 Penalty: 3646.405273
Iteration 8F: 3 clusters Score -4964944 nChanged 3498
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61765 members
Mstep: Class 2 contains 12821 members
Entering Unmasked Estep
Score: -4967817.500000 Penalty: 3646.405273
Iteration 9Q: 3 clusters Score -4967818 nChanged 2500
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63765 members
Mstep: Class 2 contains 10821 members
Entering Unmasked Estep
Score: -4969515.500000 Penalty: 3646.405273
Iteration 10Q: 3 clusters Score -4969516 nChanged 1826
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65397 members
Mstep: Class 2 contains 9189 members
Entering Unmasked Estep
Score: -4970575.500000 Penalty: 3646.405273
Iteration 11Q: 3 clusters Score -4970576 nChanged 1472
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66829 members
Mstep: Class 2 contains 7757 members
Entering Unmasked Estep
Score: -4971412.000000 Penalty: 3646.405273
Iteration 12Q: 3 clusters Score -4971412 nChanged 1254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68077 members
Mstep: Class 2 contains 6509 members
Entering Unmasked Estep
Score: -4972094.000000 Penalty: 3646.405273
Iteration 13Q: 3 clusters Score -4972094 nChanged 1133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69210 members
Mstep: Class 2 contains 5376 members
Entering Unmasked Estep
Score: -4972664.000000 Penalty: 3646.405273
Iteration 14Q: 3 clusters Score -4972664 nChanged 972
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70182 members
Mstep: Class 2 contains 4404 members
Entering Unmasked Estep
Score: -4973151.500000 Penalty: 3646.405273
Iteration 15Q: 3 clusters Score -4973152 nChanged 828
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71010 members
Mstep: Class 2 contains 3576 members
Entering Unmasked Estep
Score: -4973591.500000 Penalty: 3646.405273
Iteration 16Q: 3 clusters Score -4973592 nChanged 725
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71735 members
Mstep: Class 2 contains 2851 members
Entering Unmasked Estep
Score: -4973960.500000 Penalty: 3646.405273
Iteration 17Q: 3 clusters Score -4973960 nChanged 547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72280 members
Mstep: Class 2 contains 2306 members
Entering Unmasked Estep
Score: -4974223.500000 Penalty: 3646.405273
Iteration 18Q: 3 clusters Score -4974224 nChanged 409
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72689 members
Mstep: Class 2 contains 1897 members
Entering Unmasked Estep
Score: -4974400.000000 Penalty: 3646.405273
Iteration 19Q: 3 clusters Score -4974400 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72973 members
Mstep: Class 2 contains 1613 members
Entering Unmasked Estep
Score: -4974542.000000 Penalty: 3646.405273
Iteration 20F: 3 clusters Score -4974542 nChanged 256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73225 members
Mstep: Class 2 contains 1361 members
Entering Unmasked Estep
Score: -4974684.500000 Penalty: 3646.405273
Iteration 21Q: 3 clusters Score -4974684 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73411 members
Mstep: Class 2 contains 1175 members
Entering Unmasked Estep
Score: -4974780.500000 Penalty: 3646.405273
Iteration 22Q: 3 clusters Score -4974780 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73554 members
Mstep: Class 2 contains 1032 members
Entering Unmasked Estep
Score: -4974877.500000 Penalty: 3646.405273
Iteration 23Q: 3 clusters Score -4974878 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73669 members
Mstep: Class 2 contains 917 members
Entering Unmasked Estep
Score: -4974942.000000 Penalty: 3646.405273
Iteration 24Q: 3 clusters Score -4974942 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73754 members
Mstep: Class 2 contains 832 members
Entering Unmasked Estep
Score: -4974995.500000 Penalty: 3646.405273
Iteration 25Q: 3 clusters Score -4974996 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73813 members
Mstep: Class 2 contains 773 members
Entering Unmasked Estep
Score: -4975028.000000 Penalty: 3646.405273
Iteration 26Q: 3 clusters Score -4975028 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73870 members
Mstep: Class 2 contains 716 members
Entering Unmasked Estep
Score: -4975050.500000 Penalty: 3646.405273
Iteration 27Q: 3 clusters Score -4975050 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73911 members
Mstep: Class 2 contains 675 members
Entering Unmasked Estep
Score: -4975069.500000 Penalty: 3646.405273
Iteration 28Q: 3 clusters Score -4975070 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73937 members
Mstep: Class 2 contains 649 members
Entering Unmasked Estep
Score: -4975077.000000 Penalty: 3646.405273
Iteration 29Q: 3 clusters Score -4975077 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73966 members
Mstep: Class 2 contains 620 members
Entering Unmasked Estep
Score: -4975091.000000 Penalty: 3646.405273
Iteration 30Q: 3 clusters Score -4975091 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73987 members
Mstep: Class 2 contains 599 members
Entering Unmasked Estep
Score: -4975109.000000 Penalty: 3646.405273
Iteration 31Q: 3 clusters Score -4975109 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74002 members
Mstep: Class 2 contains 584 members
Entering Unmasked Estep
Score: -4975119.000000 Penalty: 3646.405273
Iteration 32Q: 3 clusters Score -4975119 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74013 members
Mstep: Class 2 contains 573 members
Entering Unmasked Estep
Score: -4975120.500000 Penalty: 3646.405273
Iteration 33Q: 3 clusters Score -4975120 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74018 members
Mstep: Class 2 contains 568 members
Entering Unmasked Estep
Score: -4975120.000000 Penalty: 3646.405273
Iteration 34Q: 3 clusters Score -4975120 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74020 members
Mstep: Class 2 contains 566 members
Entering Unmasked Estep
Score: -4975123.500000 Penalty: 3646.405273
Iteration 35Q: 3 clusters Score -4975124 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74021 members
Mstep: Class 2 contains 565 members
Entering Unmasked Estep
Score: -4975124.000000 Penalty: 3646.405273
Iteration 36Q: 3 clusters Score -4975124 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74022 members
Mstep: Class 2 contains 564 members
Entering Unmasked Estep
Score: -4975128.000000 Penalty: 3646.405273
Iteration 37Q: 3 clusters Score -4975128 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74022 members
Mstep: Class 2 contains 564 members
Entering Unmasked Estep
Score: -4975128.000000 Penalty: 3646.405273
Iteration 38F: 3 clusters Score -4975128 nChanged 0
Entering ConstructFrom:
Trying to split cluster 12 (9116 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9116 members
Entering Unmasked Estep
Score: -581466.375000 Penalty: 1481.640259
Iteration 0F: 2 clusters Score -581466.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4541 members
Mstep: Class 2 contains 4575 members
Entering Unmasked Estep
Score: -574815.375000 Penalty: 2963.280518
Iteration 0F: 3 clusters Score -574815.4 nChanged 3915
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4486 members
Mstep: Class 2 contains 4630 members
Entering Unmasked Estep
Score: -576853.750000 Penalty: 2963.280518
Iteration 1F: 3 clusters Score -576853.8 nChanged 561
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4463 members
Mstep: Class 2 contains 4653 members
Entering Unmasked Estep
Score: -577104.312500 Penalty: 2963.280518
Iteration 2F: 3 clusters Score -577104.3 nChanged 472
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4443 members
Mstep: Class 2 contains 4673 members
Entering Unmasked Estep
Score: -577316.687500 Penalty: 2963.280518
Iteration 3F: 3 clusters Score -577316.7 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4435 members
Mstep: Class 2 contains 4681 members
Entering Unmasked Estep
Score: -577534.312500 Penalty: 2963.280518
Iteration 4Q: 3 clusters Score -577534.3 nChanged 412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4429 members
Mstep: Class 2 contains 4687 members
Entering Unmasked Estep
Score: -577775.187500 Penalty: 2963.280518
Iteration 5Q: 3 clusters Score -577775.2 nChanged 434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4413 members
Mstep: Class 2 contains 4703 members
Entering Unmasked Estep
Score: -578075.875000 Penalty: 2963.280518
Iteration 6Q: 3 clusters Score -578075.9 nChanged 465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4378 members
Mstep: Class 2 contains 4738 members
Entering Unmasked Estep
Score: -578437.000000 Penalty: 2963.280518
Iteration 7F: 3 clusters Score -578437 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4362 members
Mstep: Class 2 contains 4754 members
Entering Unmasked Estep
Score: -578778.812500 Penalty: 2963.280518
Iteration 8Q: 3 clusters Score -578778.8 nChanged 442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4364 members
Mstep: Class 2 contains 4752 members
Entering Unmasked Estep
Score: -579073.125000 Penalty: 2963.280518
Iteration 9Q: 3 clusters Score -579073.1 nChanged 382
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4396 members
Mstep: Class 2 contains 4720 members
Entering Unmasked Estep
Score: -579298.500000 Penalty: 2963.280518
Iteration 10Q: 3 clusters Score -579298.5 nChanged 361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4445 members
Mstep: Class 2 contains 4671 members
Entering Unmasked Estep
Score: -579483.500000 Penalty: 2963.280518
Iteration 11Q: 3 clusters Score -579483.5 nChanged 321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4528 members
Mstep: Class 2 contains 4588 members
Entering Unmasked Estep
Score: -579631.312500 Penalty: 2963.280518
Iteration 12Q: 3 clusters Score -579631.3 nChanged 301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4623 members
Mstep: Class 2 contains 4493 members
Entering Unmasked Estep
Score: -579764.437500 Penalty: 2963.280518
Iteration 13Q: 3 clusters Score -579764.4 nChanged 263
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4712 members
Mstep: Class 2 contains 4404 members
Entering Unmasked Estep
Score: -579876.312500 Penalty: 2963.280518
Iteration 14Q: 3 clusters Score -579876.3 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4802 members
Mstep: Class 2 contains 4314 members
Entering Unmasked Estep
Score: -579987.812500 Penalty: 2963.280518
Iteration 15Q: 3 clusters Score -579987.8 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4921 members
Mstep: Class 2 contains 4195 members
Entering Unmasked Estep
Score: -580097.937500 Penalty: 2963.280518
Iteration 16Q: 3 clusters Score -580097.9 nChanged 225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5060 members
Mstep: Class 2 contains 4056 members
Entering Unmasked Estep
Score: -580199.625000 Penalty: 2963.280518
Iteration 17Q: 3 clusters Score -580199.6 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5208 members
Mstep: Class 2 contains 3908 members
Entering Unmasked Estep
Score: -580287.562500 Penalty: 2963.280518
Iteration 18Q: 3 clusters Score -580287.6 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5336 members
Mstep: Class 2 contains 3780 members
Entering Unmasked Estep
Score: -580365.750000 Penalty: 2963.280518
Iteration 19Q: 3 clusters Score -580365.8 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5452 members
Mstep: Class 2 contains 3664 members
Entering Unmasked Estep
Score: -580444.750000 Penalty: 2963.280518
Iteration 20F: 3 clusters Score -580444.8 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5567 members
Mstep: Class 2 contains 3549 members
Entering Unmasked Estep
Score: -580521.125000 Penalty: 2963.280518
Iteration 21Q: 3 clusters Score -580521.1 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5658 members
Mstep: Class 2 contains 3458 members
Entering Unmasked Estep
Score: -580574.312500 Penalty: 2963.280518
Iteration 22Q: 3 clusters Score -580574.3 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5744 members
Mstep: Class 2 contains 3372 members
Entering Unmasked Estep
Score: -580620.625000 Penalty: 2963.280518
Iteration 23Q: 3 clusters Score -580620.6 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5824 members
Mstep: Class 2 contains 3292 members
Entering Unmasked Estep
Score: -580652.250000 Penalty: 2963.280518
Iteration 24Q: 3 clusters Score -580652.2 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5876 members
Mstep: Class 2 contains 3240 members
Entering Unmasked Estep
Score: -580672.562500 Penalty: 2963.280518
Iteration 25Q: 3 clusters Score -580672.6 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5928 members
Mstep: Class 2 contains 3188 members
Entering Unmasked Estep
Score: -580686.562500 Penalty: 2963.280518
Iteration 26Q: 3 clusters Score -580686.6 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5974 members
Mstep: Class 2 contains 3142 members
Entering Unmasked Estep
Score: -580698.375000 Penalty: 2963.280518
Iteration 27Q: 3 clusters Score -580698.4 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6020 members
Mstep: Class 2 contains 3096 members
Entering Unmasked Estep
Score: -580707.125000 Penalty: 2963.280518
Iteration 28Q: 3 clusters Score -580707.1 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6056 members
Mstep: Class 2 contains 3060 members
Entering Unmasked Estep
Score: -580714.937500 Penalty: 2963.280518
Iteration 29Q: 3 clusters Score -580714.9 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6087 members
Mstep: Class 2 contains 3029 members
Entering Unmasked Estep
Score: -580718.875000 Penalty: 2963.280518
Iteration 30Q: 3 clusters Score -580718.9 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6110 members
Mstep: Class 2 contains 3006 members
Entering Unmasked Estep
Score: -580722.687500 Penalty: 2963.280518
Iteration 31Q: 3 clusters Score -580722.7 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6128 members
Mstep: Class 2 contains 2988 members
Entering Unmasked Estep
Score: -580728.500000 Penalty: 2963.280518
Iteration 32Q: 3 clusters Score -580728.5 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6144 members
Mstep: Class 2 contains 2972 members
Entering Unmasked Estep
Score: -580729.562500 Penalty: 2963.280518
Iteration 33Q: 3 clusters Score -580729.6 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6153 members
Mstep: Class 2 contains 2963 members
Entering Unmasked Estep
Score: -580730.437500 Penalty: 2963.280518
Iteration 34Q: 3 clusters Score -580730.4 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6163 members
Mstep: Class 2 contains 2953 members
Entering Unmasked Estep
Score: -580731.437500 Penalty: 2963.280518
Iteration 35Q: 3 clusters Score -580731.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6172 members
Mstep: Class 2 contains 2944 members
Entering Unmasked Estep
Score: -580732.625000 Penalty: 2963.280518
Iteration 36Q: 3 clusters Score -580732.6 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6179 members
Mstep: Class 2 contains 2937 members
Entering Unmasked Estep
Score: -580732.062500 Penalty: 2963.280518
Iteration 37Q: 3 clusters Score -580732.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6184 members
Mstep: Class 2 contains 2932 members
Entering Unmasked Estep
Score: -580733.875000 Penalty: 2963.280518
Iteration 38Q: 3 clusters Score -580733.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6188 members
Mstep: Class 2 contains 2928 members
Entering Unmasked Estep
Score: -580734.937500 Penalty: 2963.280518
Iteration 39Q: 3 clusters Score -580734.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6192 members
Mstep: Class 2 contains 2924 members
Entering Unmasked Estep
Score: -580734.625000 Penalty: 2963.280518
Iteration 40F: 3 clusters Score -580734.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6194 members
Mstep: Class 2 contains 2922 members
Entering Unmasked Estep
Score: -580733.937500 Penalty: 2963.280518
Iteration 41Q: 3 clusters Score -580733.9 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6194 members
Mstep: Class 2 contains 2922 members
Entering Unmasked Estep
Score: -580733.937500 Penalty: 2963.280518
Iteration 42F: 3 clusters Score -580733.9 nChanged 0
Entering ConstructFrom:
Trying to split cluster 13 (1486 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1486 members
Entering Unmasked Estep
Score: -103828.546875 Penalty: 1186.874512
Iteration 0F: 2 clusters Score -103828.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 722 members
Mstep: Class 2 contains 764 members
Entering Unmasked Estep
Score: -102069.117188 Penalty: 2373.749023
Iteration 0F: 3 clusters Score -102069.1 nChanged 490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 718 members
Mstep: Class 2 contains 768 members
Entering Unmasked Estep
Score: -102399.718750 Penalty: 2373.749023
Iteration 1F: 3 clusters Score -102399.7 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 712 members
Mstep: Class 2 contains 774 members
Entering Unmasked Estep
Score: -102498.781250 Penalty: 2373.749023
Iteration 2F: 3 clusters Score -102498.8 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 715 members
Mstep: Class 2 contains 771 members
Entering Unmasked Estep
Score: -102551.742188 Penalty: 2373.749023
Iteration 3Q: 3 clusters Score -102551.7 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 716 members
Mstep: Class 2 contains 770 members
Entering Unmasked Estep
Score: -102584.921875 Penalty: 2373.749023
Iteration 4Q: 3 clusters Score -102584.9 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 717 members
Mstep: Class 2 contains 769 members
Entering Unmasked Estep
Score: -102605.851562 Penalty: 2373.749023
Iteration 5Q: 3 clusters Score -102605.9 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 715 members
Mstep: Class 2 contains 771 members
Entering Unmasked Estep
Score: -102618.664062 Penalty: 2373.749023
Iteration 6Q: 3 clusters Score -102618.7 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 714 members
Mstep: Class 2 contains 772 members
Entering Unmasked Estep
Score: -102635.265625 Penalty: 2373.749023
Iteration 7Q: 3 clusters Score -102635.3 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 712 members
Mstep: Class 2 contains 774 members
Entering Unmasked Estep
Score: -102648.234375 Penalty: 2373.749023
Iteration 8Q: 3 clusters Score -102648.2 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 711 members
Mstep: Class 2 contains 775 members
Entering Unmasked Estep
Score: -102662.070312 Penalty: 2373.749023
Iteration 9Q: 3 clusters Score -102662.1 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 713 members
Mstep: Class 2 contains 773 members
Entering Unmasked Estep
Score: -102673.523438 Penalty: 2373.749023
Iteration 10Q: 3 clusters Score -102673.5 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 714 members
Mstep: Class 2 contains 772 members
Entering Unmasked Estep
Score: -102679.859375 Penalty: 2373.749023
Iteration 11Q: 3 clusters Score -102679.9 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 716 members
Mstep: Class 2 contains 770 members
Entering Unmasked Estep
Score: -102685.765625 Penalty: 2373.749023
Iteration 12Q: 3 clusters Score -102685.8 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 719 members
Mstep: Class 2 contains 767 members
Entering Unmasked Estep
Score: -102695.476562 Penalty: 2373.749023
Iteration 13Q: 3 clusters Score -102695.5 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 725 members
Mstep: Class 2 contains 761 members
Entering Unmasked Estep
Score: -102701.703125 Penalty: 2373.749023
Iteration 14Q: 3 clusters Score -102701.7 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 731 members
Mstep: Class 2 contains 755 members
Entering Unmasked Estep
Score: -102710.882812 Penalty: 2373.749023
Iteration 15Q: 3 clusters Score -102710.9 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 731 members
Mstep: Class 2 contains 755 members
Entering Unmasked Estep
Score: -102720.203125 Penalty: 2373.749023
Iteration 16Q: 3 clusters Score -102720.2 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 732 members
Mstep: Class 2 contains 754 members
Entering Unmasked Estep
Score: -102724.101562 Penalty: 2373.749023
Iteration 17Q: 3 clusters Score -102724.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 734 members
Mstep: Class 2 contains 752 members
Entering Unmasked Estep
Score: -102727.640625 Penalty: 2373.749023
Iteration 18Q: 3 clusters Score -102727.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 733 members
Mstep: Class 2 contains 753 members
Entering Unmasked Estep
Score: -102729.320312 Penalty: 2373.749023
Iteration 19Q: 3 clusters Score -102729.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 730 members
Mstep: Class 2 contains 756 members
Entering Unmasked Estep
Score: -102733.859375 Penalty: 2373.749023
Iteration 20F: 3 clusters Score -102733.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 728 members
Mstep: Class 2 contains 758 members
Entering Unmasked Estep
Score: -102736.734375 Penalty: 2373.749023
Iteration 21Q: 3 clusters Score -102736.7 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 728 members
Mstep: Class 2 contains 758 members
Entering Unmasked Estep
Score: -102739.531250 Penalty: 2373.749023
Iteration 22Q: 3 clusters Score -102739.5 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 723 members
Mstep: Class 2 contains 763 members
Entering Unmasked Estep
Score: -102741.875000 Penalty: 2373.749023
Iteration 23Q: 3 clusters Score -102741.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 721 members
Mstep: Class 2 contains 765 members
Entering Unmasked Estep
Score: -102745.046875 Penalty: 2373.749023
Iteration 24Q: 3 clusters Score -102745 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 718 members
Mstep: Class 2 contains 768 members
Entering Unmasked Estep
Score: -102746.984375 Penalty: 2373.749023
Iteration 25Q: 3 clusters Score -102747 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 719 members
Mstep: Class 2 contains 767 members
Entering Unmasked Estep
Score: -102747.320312 Penalty: 2373.749023
Iteration 26Q: 3 clusters Score -102747.3 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 718 members
Mstep: Class 2 contains 768 members
Entering Unmasked Estep
Score: -102747.835938 Penalty: 2373.749023
Iteration 27Q: 3 clusters Score -102747.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 716 members
Mstep: Class 2 contains 770 members
Entering Unmasked Estep
Score: -102748.398438 Penalty: 2373.749023
Iteration 28Q: 3 clusters Score -102748.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 715 members
Mstep: Class 2 contains 771 members
Entering Unmasked Estep
Score: -102750.570312 Penalty: 2373.749023
Iteration 29Q: 3 clusters Score -102750.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 712 members
Mstep: Class 2 contains 774 members
Entering Unmasked Estep
Score: -102752.820312 Penalty: 2373.749023
Iteration 30Q: 3 clusters Score -102752.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 710 members
Mstep: Class 2 contains 776 members
Entering Unmasked Estep
Score: -102753.500000 Penalty: 2373.749023
Iteration 31Q: 3 clusters Score -102753.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 709 members
Mstep: Class 2 contains 777 members
Entering Unmasked Estep
Score: -102753.984375 Penalty: 2373.749023
Iteration 32Q: 3 clusters Score -102754 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 708 members
Mstep: Class 2 contains 778 members
Entering Unmasked Estep
Score: -102754.390625 Penalty: 2373.749023
Iteration 33Q: 3 clusters Score -102754.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 708 members
Mstep: Class 2 contains 778 members
Entering Unmasked Estep
Score: -102754.390625 Penalty: 2373.749023
Iteration 34F: 3 clusters Score -102754.4 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (214488 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214488 members
Entering Unmasked Estep
Score: -14286321.000000 Penalty: 1994.851440
Iteration 0F: 2 clusters Score -1.428632e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107728 members
Mstep: Class 2 contains 106760 members
Entering Unmasked Estep
Score: -14141953.000000 Penalty: 3989.702881
Iteration 0F: 3 clusters Score -1.414195e+07 nChanged 103961
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119851 members
Mstep: Class 2 contains 94637 members
Entering Unmasked Estep
Score: -14205221.000000 Penalty: 3989.702881
Iteration 1F: 3 clusters Score -1.420522e+07 nChanged 8927
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127540 members
Mstep: Class 2 contains 86948 members
Entering Unmasked Estep
Score: -14208598.000000 Penalty: 3989.702881
Iteration 2Q: 3 clusters Score -1.42086e+07 nChanged 12080
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139004 members
Mstep: Class 2 contains 75484 members
Entering Unmasked Estep
Score: -14215087.000000 Penalty: 3989.702881
Iteration 3F: 3 clusters Score -1.421509e+07 nChanged 16429
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155209 members
Mstep: Class 2 contains 59279 members
Entering Unmasked Estep
Score: -14226687.000000 Penalty: 3989.702881
Iteration 4F: 3 clusters Score -1.422669e+07 nChanged 19868
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174995 members
Mstep: Class 2 contains 39493 members
Entering Unmasked Estep
Score: -14244768.000000 Penalty: 3989.702881
Iteration 5F: 3 clusters Score -1.424477e+07 nChanged 18966
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 193945 members
Mstep: Class 2 contains 20543 members
Entering Unmasked Estep
Score: -14264374.000000 Penalty: 3989.702881
Iteration 6F: 3 clusters Score -1.426437e+07 nChanged 12552
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 206493 members
Mstep: Class 2 contains 7995 members
Entering Unmasked Estep
Score: -14277145.000000 Penalty: 3989.702881
Iteration 7F: 3 clusters Score -1.427714e+07 nChanged 5444
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 211937 members
Mstep: Class 2 contains 2551 members
Entering Unmasked Estep
Score: -14282308.000000 Penalty: 3989.702881
Iteration 8Q: 3 clusters Score -1.428231e+07 nChanged 1679
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 213616 members
Mstep: Class 2 contains 872 members
Entering Unmasked Estep
Score: -14283803.000000 Penalty: 3989.702881
Iteration 9Q: 3 clusters Score -1.42838e+07 nChanged 478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214092 members
Mstep: Class 2 contains 396 members
Entering Unmasked Estep
Score: -14284247.000000 Penalty: 3989.702881
Iteration 10Q: 3 clusters Score -1.428425e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214188 members
Mstep: Class 2 contains 300 members
Entering Unmasked Estep
Score: -14284399.000000 Penalty: 3989.702881
Iteration 11Q: 3 clusters Score -1.42844e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214232 members
Mstep: Class 2 contains 256 members
Entering Unmasked Estep
Score: -14284473.000000 Penalty: 3989.702881
Iteration 12Q: 3 clusters Score -1.428447e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214254 members
Mstep: Class 2 contains 234 members
Entering Unmasked Estep
Score: -14284496.000000 Penalty: 3989.702881
Iteration 13Q: 3 clusters Score -1.42845e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214265 members
Mstep: Class 2 contains 223 members
Entering Unmasked Estep
Score: -14284530.000000 Penalty: 3989.702881
Iteration 14Q: 3 clusters Score -1.428453e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214266 members
Mstep: Class 2 contains 222 members
Entering Unmasked Estep
Score: -14284553.000000 Penalty: 3989.702881
Iteration 15Q: 3 clusters Score -1.428455e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214271 members
Mstep: Class 2 contains 217 members
Entering Unmasked Estep
Score: -14284571.000000 Penalty: 3989.702881
Iteration 16Q: 3 clusters Score -1.428457e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214277 members
Mstep: Class 2 contains 211 members
Entering Unmasked Estep
Score: -14284598.000000 Penalty: 3989.702881
Iteration 17Q: 3 clusters Score -1.42846e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214283 members
Mstep: Class 2 contains 205 members
Entering Unmasked Estep
Score: -14284616.000000 Penalty: 3989.702881
Iteration 18Q: 3 clusters Score -1.428462e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214286 members
Mstep: Class 2 contains 202 members
Entering Unmasked Estep
Score: -14284629.000000 Penalty: 3989.702881
Iteration 19Q: 3 clusters Score -1.428463e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214287 members
Mstep: Class 2 contains 201 members
Entering Unmasked Estep
Score: -14284628.000000 Penalty: 3989.702881
Iteration 20F: 3 clusters Score -1.428463e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 15 (2117 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2117 members
Entering Unmasked Estep
Score: -144422.250000 Penalty: 1244.385254
Iteration 0F: 2 clusters Score -144422.2 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1024 members
Mstep: Class 2 contains 1093 members
Entering Unmasked Estep
Score: -142291.796875 Penalty: 2488.770508
Iteration 0F: 3 clusters Score -142291.8 nChanged 736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 958 members
Mstep: Class 2 contains 1159 members
Entering Unmasked Estep
Score: -142897.843750 Penalty: 2488.770508
Iteration 1F: 3 clusters Score -142897.8 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 890 members
Mstep: Class 2 contains 1227 members
Entering Unmasked Estep
Score: -143227.062500 Penalty: 2488.770508
Iteration 2F: 3 clusters Score -143227.1 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 798 members
Mstep: Class 2 contains 1319 members
Entering Unmasked Estep
Score: -143720.218750 Penalty: 2488.770508
Iteration 3F: 3 clusters Score -143720.2 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 654 members
Mstep: Class 2 contains 1463 members
Entering Unmasked Estep
Score: -144079.937500 Penalty: 2488.770508
Iteration 4F: 3 clusters Score -144079.9 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 531 members
Mstep: Class 2 contains 1586 members
Entering Unmasked Estep
Score: -144266.046875 Penalty: 2488.770508
Iteration 5F: 3 clusters Score -144266 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 462 members
Mstep: Class 2 contains 1655 members
Entering Unmasked Estep
Score: -144381.250000 Penalty: 2488.770508
Iteration 6Q: 3 clusters Score -144381.2 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 427 members
Mstep: Class 2 contains 1690 members
Entering Unmasked Estep
Score: -144441.875000 Penalty: 2488.770508
Iteration 7Q: 3 clusters Score -144441.9 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 412 members
Mstep: Class 2 contains 1705 members
Entering Unmasked Estep
Score: -144465.843750 Penalty: 2488.770508
Iteration 8Q: 3 clusters Score -144465.8 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 410 members
Mstep: Class 2 contains 1707 members
Entering Unmasked Estep
Score: -144469.781250 Penalty: 2488.770508
Iteration 9Q: 3 clusters Score -144469.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 407 members
Mstep: Class 2 contains 1710 members
Entering Unmasked Estep
Score: -144472.875000 Penalty: 2488.770508
Iteration 10Q: 3 clusters Score -144472.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 407 members
Mstep: Class 2 contains 1710 members
Entering Unmasked Estep
Score: -144474.546875 Penalty: 2488.770508
Iteration 11Q: 3 clusters Score -144474.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 405 members
Mstep: Class 2 contains 1712 members
Entering Unmasked Estep
Score: -144476.468750 Penalty: 2488.770508
Iteration 12Q: 3 clusters Score -144476.5 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 403 members
Mstep: Class 2 contains 1714 members
Entering Unmasked Estep
Score: -144480.015625 Penalty: 2488.770508
Iteration 13Q: 3 clusters Score -144480 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 402 members
Mstep: Class 2 contains 1715 members
Entering Unmasked Estep
Score: -144481.421875 Penalty: 2488.770508
Iteration 14Q: 3 clusters Score -144481.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 399 members
Mstep: Class 2 contains 1718 members
Entering Unmasked Estep
Score: -144484.015625 Penalty: 2488.770508
Iteration 15Q: 3 clusters Score -144484 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 398 members
Mstep: Class 2 contains 1719 members
Entering Unmasked Estep
Score: -144486.953125 Penalty: 2488.770508
Iteration 16Q: 3 clusters Score -144487 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 396 members
Mstep: Class 2 contains 1721 members
Entering Unmasked Estep
Score: -144489.515625 Penalty: 2488.770508
Iteration 17Q: 3 clusters Score -144489.5 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 394 members
Mstep: Class 2 contains 1723 members
Entering Unmasked Estep
Score: -144491.859375 Penalty: 2488.770508
Iteration 18Q: 3 clusters Score -144491.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 392 members
Mstep: Class 2 contains 1725 members
Entering Unmasked Estep
Score: -144492.890625 Penalty: 2488.770508
Iteration 19Q: 3 clusters Score -144492.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 391 members
Mstep: Class 2 contains 1726 members
Entering Unmasked Estep
Score: -144492.906250 Penalty: 2488.770508
Iteration 20F: 3 clusters Score -144492.9 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 21 members
Mstep: Class 1 contains 18290 members
Mstep: Class 2 contains 3417 members
Mstep: Class 3 contains 3605 members
Mstep: Class 4 contains 20087 members
Mstep: Class 5 contains 7322 members
Mstep: Class 6 contains 6634 members
Mstep: Class 7 contains 33733 members
Mstep: Class 8 contains 3759 members
Mstep: Class 9 contains 26448 members
Mstep: Class 10 contains 16680 members
Mstep: Class 11 contains 74586 members
Mstep: Class 12 contains 9116 members
Mstep: Class 13 contains 1486 members
Mstep: Class 14 contains 214488 members
Mstep: Class 15 contains 391 members
Mstep: Class 16 contains 2291 members
Mstep: Class 17 contains 3174 members
Mstep: Class 18 contains 3012 members
Mstep: Class 19 contains 24344 members
Mstep: Class 20 contains 45163 members
Mstep: Class 21 contains 18027 members
Mstep: Class 22 contains 373 members
Mstep: Class 23 contains 20646 members
Mstep: Class 24 contains 8118 members
Mstep: Class 25 contains 6579 members
Mstep: Class 26 contains 4101 members
Mstep: Class 27 contains 3474 members
Mstep: Class 28 contains 17331 members
Mstep: Class 29 contains 50727 members
Mstep: Class 30 contains 142 members
Mstep: Class 31 contains 1726 members
Entering Unmasked Estep
Score: -42101844.000000 Penalty: 67420.070312
Splitting cluster 15 changes total score from -42102608.000000 to -42101844.000000
So it's not getting split.
Entering ConstructFrom:
Trying to split cluster 16 (2291 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2291 members
Entering Unmasked Estep
Score: -151640.390625 Penalty: 1257.220825
Iteration 0F: 2 clusters Score -151640.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1144 members
Mstep: Class 2 contains 1147 members
Entering Unmasked Estep
Score: -149375.390625 Penalty: 2514.441650
Iteration 0F: 3 clusters Score -149375.4 nChanged 838
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1092 members
Mstep: Class 2 contains 1199 members
Entering Unmasked Estep
Score: -149957.812500 Penalty: 2514.441650
Iteration 1F: 3 clusters Score -149957.8 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1047 members
Mstep: Class 2 contains 1244 members
Entering Unmasked Estep
Score: -150132.500000 Penalty: 2514.441650
Iteration 2F: 3 clusters Score -150132.5 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1007 members
Mstep: Class 2 contains 1284 members
Entering Unmasked Estep
Score: -150251.406250 Penalty: 2514.441650
Iteration 3F: 3 clusters Score -150251.4 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 986 members
Mstep: Class 2 contains 1305 members
Entering Unmasked Estep
Score: -150323.656250 Penalty: 2514.441650
Iteration 4Q: 3 clusters Score -150323.7 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 969 members
Mstep: Class 2 contains 1322 members
Entering Unmasked Estep
Score: -150377.375000 Penalty: 2514.441650
Iteration 5Q: 3 clusters Score -150377.4 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 953 members
Mstep: Class 2 contains 1338 members
Entering Unmasked Estep
Score: -150409.703125 Penalty: 2514.441650
Iteration 6Q: 3 clusters Score -150409.7 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 939 members
Mstep: Class 2 contains 1352 members
Entering Unmasked Estep
Score: -150429.765625 Penalty: 2514.441650
Iteration 7Q: 3 clusters Score -150429.8 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 925 members
Mstep: Class 2 contains 1366 members
Entering Unmasked Estep
Score: -150447.000000 Penalty: 2514.441650
Iteration 8Q: 3 clusters Score -150447 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 917 members
Mstep: Class 2 contains 1374 members
Entering Unmasked Estep
Score: -150460.453125 Penalty: 2514.441650
Iteration 9Q: 3 clusters Score -150460.5 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 908 members
Mstep: Class 2 contains 1383 members
Entering Unmasked Estep
Score: -150474.906250 Penalty: 2514.441650
Iteration 10Q: 3 clusters Score -150474.9 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 897 members
Mstep: Class 2 contains 1394 members
Entering Unmasked Estep
Score: -150482.343750 Penalty: 2514.441650
Iteration 11Q: 3 clusters Score -150482.3 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 887 members
Mstep: Class 2 contains 1404 members
Entering Unmasked Estep
Score: -150490.265625 Penalty: 2514.441650
Iteration 12Q: 3 clusters Score -150490.3 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 870 members
Mstep: Class 2 contains 1421 members
Entering Unmasked Estep
Score: -150500.031250 Penalty: 2514.441650
Iteration 13Q: 3 clusters Score -150500 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 850 members
Mstep: Class 2 contains 1441 members
Entering Unmasked Estep
Score: -150511.703125 Penalty: 2514.441650
Iteration 14Q: 3 clusters Score -150511.7 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 833 members
Mstep: Class 2 contains 1458 members
Entering Unmasked Estep
Score: -150521.375000 Penalty: 2514.441650
Iteration 15Q: 3 clusters Score -150521.4 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 819 members
Mstep: Class 2 contains 1472 members
Entering Unmasked Estep
Score: -150527.375000 Penalty: 2514.441650
Iteration 16Q: 3 clusters Score -150527.4 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 808 members
Mstep: Class 2 contains 1483 members
Entering Unmasked Estep
Score: -150532.656250 Penalty: 2514.441650
Iteration 17Q: 3 clusters Score -150532.7 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 795 members
Mstep: Class 2 contains 1496 members
Entering Unmasked Estep
Score: -150538.390625 Penalty: 2514.441650
Iteration 18Q: 3 clusters Score -150538.4 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 785 members
Mstep: Class 2 contains 1506 members
Entering Unmasked Estep
Score: -150545.046875 Penalty: 2514.441650
Iteration 19Q: 3 clusters Score -150545 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 771 members
Mstep: Class 2 contains 1520 members
Entering Unmasked Estep
Score: -150551.812500 Penalty: 2514.441650
Iteration 20F: 3 clusters Score -150551.8 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 755 members
Mstep: Class 2 contains 1536 members
Entering Unmasked Estep
Score: -150558.796875 Penalty: 2514.441650
Iteration 21Q: 3 clusters Score -150558.8 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 738 members
Mstep: Class 2 contains 1553 members
Entering Unmasked Estep
Score: -150567.859375 Penalty: 2514.441650
Iteration 22Q: 3 clusters Score -150567.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 719 members
Mstep: Class 2 contains 1572 members
Entering Unmasked Estep
Score: -150580.156250 Penalty: 2514.441650
Iteration 23Q: 3 clusters Score -150580.2 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 697 members
Mstep: Class 2 contains 1594 members
Entering Unmasked Estep
Score: -150596.593750 Penalty: 2514.441650
Iteration 24Q: 3 clusters Score -150596.6 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 672 members
Mstep: Class 2 contains 1619 members
Entering Unmasked Estep
Score: -150613.531250 Penalty: 2514.441650
Iteration 25Q: 3 clusters Score -150613.5 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 656 members
Mstep: Class 2 contains 1635 members
Entering Unmasked Estep
Score: -150627.828125 Penalty: 2514.441650
Iteration 26Q: 3 clusters Score -150627.8 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 632 members
Mstep: Class 2 contains 1659 members
Entering Unmasked Estep
Score: -150651.531250 Penalty: 2514.441650
Iteration 27Q: 3 clusters Score -150651.5 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 607 members
Mstep: Class 2 contains 1684 members
Entering Unmasked Estep
Score: -150666.734375 Penalty: 2514.441650
Iteration 28Q: 3 clusters Score -150666.7 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 585 members
Mstep: Class 2 contains 1706 members
Entering Unmasked Estep
Score: -150676.734375 Penalty: 2514.441650
Iteration 29Q: 3 clusters Score -150676.7 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 567 members
Mstep: Class 2 contains 1724 members
Entering Unmasked Estep
Score: -150687.250000 Penalty: 2514.441650
Iteration 30Q: 3 clusters Score -150687.2 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 554 members
Mstep: Class 2 contains 1737 members
Entering Unmasked Estep
Score: -150694.703125 Penalty: 2514.441650
Iteration 31Q: 3 clusters Score -150694.7 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 548 members
Mstep: Class 2 contains 1743 members
Entering Unmasked Estep
Score: -150699.015625 Penalty: 2514.441650
Iteration 32Q: 3 clusters Score -150699 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 540 members
Mstep: Class 2 contains 1751 members
Entering Unmasked Estep
Score: -150701.781250 Penalty: 2514.441650
Iteration 33Q: 3 clusters Score -150701.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 535 members
Mstep: Class 2 contains 1756 members
Entering Unmasked Estep
Score: -150706.421875 Penalty: 2514.441650
Iteration 34Q: 3 clusters Score -150706.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 526 members
Mstep: Class 2 contains 1765 members
Entering Unmasked Estep
Score: -150711.484375 Penalty: 2514.441650
Iteration 35Q: 3 clusters Score -150711.5 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 521 members
Mstep: Class 2 contains 1770 members
Entering Unmasked Estep
Score: -150713.531250 Penalty: 2514.441650
Iteration 36Q: 3 clusters Score -150713.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 520 members
Mstep: Class 2 contains 1771 members
Entering Unmasked Estep
Score: -150714.218750 Penalty: 2514.441650
Iteration 37Q: 3 clusters Score -150714.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 518 members
Mstep: Class 2 contains 1773 members
Entering Unmasked Estep
Score: -150714.375000 Penalty: 2514.441650
Iteration 38Q: 3 clusters Score -150714.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 518 members
Mstep: Class 2 contains 1773 members
Entering Unmasked Estep
Score: -150714.375000 Penalty: 2514.441650
Iteration 39F: 3 clusters Score -150714.4 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (3174 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3174 members
Entering Unmasked Estep
Score: -172430.015625 Penalty: 1310.196533
Iteration 0F: 2 clusters Score -172430 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1573 members
Mstep: Class 2 contains 1601 members
Entering Unmasked Estep
Score: -169657.796875 Penalty: 2620.393066
Iteration 0F: 3 clusters Score -169657.8 nChanged 1206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1497 members
Mstep: Class 2 contains 1677 members
Entering Unmasked Estep
Score: -170345.671875 Penalty: 2620.393066
Iteration 1F: 3 clusters Score -170345.7 nChanged 244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1459 members
Mstep: Class 2 contains 1715 members
Entering Unmasked Estep
Score: -170523.515625 Penalty: 2620.393066
Iteration 2F: 3 clusters Score -170523.5 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1420 members
Mstep: Class 2 contains 1754 members
Entering Unmasked Estep
Score: -170643.531250 Penalty: 2620.393066
Iteration 3F: 3 clusters Score -170643.5 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1389 members
Mstep: Class 2 contains 1785 members
Entering Unmasked Estep
Score: -170762.953125 Penalty: 2620.393066
Iteration 4Q: 3 clusters Score -170763 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1359 members
Mstep: Class 2 contains 1815 members
Entering Unmasked Estep
Score: -170917.953125 Penalty: 2620.393066
Iteration 5F: 3 clusters Score -170918 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1340 members
Mstep: Class 2 contains 1834 members
Entering Unmasked Estep
Score: -171064.718750 Penalty: 2620.393066
Iteration 6F: 3 clusters Score -171064.7 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1322 members
Mstep: Class 2 contains 1852 members
Entering Unmasked Estep
Score: -171175.765625 Penalty: 2620.393066
Iteration 7Q: 3 clusters Score -171175.8 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1303 members
Mstep: Class 2 contains 1871 members
Entering Unmasked Estep
Score: -171274.734375 Penalty: 2620.393066
Iteration 8Q: 3 clusters Score -171274.7 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1302 members
Mstep: Class 2 contains 1872 members
Entering Unmasked Estep
Score: -171347.187500 Penalty: 2620.393066
Iteration 9Q: 3 clusters Score -171347.2 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1304 members
Mstep: Class 2 contains 1870 members
Entering Unmasked Estep
Score: -171409.406250 Penalty: 2620.393066
Iteration 10Q: 3 clusters Score -171409.4 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1309 members
Mstep: Class 2 contains 1865 members
Entering Unmasked Estep
Score: -171460.703125 Penalty: 2620.393066
Iteration 11Q: 3 clusters Score -171460.7 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1313 members
Mstep: Class 2 contains 1861 members
Entering Unmasked Estep
Score: -171503.281250 Penalty: 2620.393066
Iteration 12Q: 3 clusters Score -171503.3 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1317 members
Mstep: Class 2 contains 1857 members
Entering Unmasked Estep
Score: -171533.890625 Penalty: 2620.393066
Iteration 13Q: 3 clusters Score -171533.9 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1332 members
Mstep: Class 2 contains 1842 members
Entering Unmasked Estep
Score: -171560.140625 Penalty: 2620.393066
Iteration 14Q: 3 clusters Score -171560.1 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1334 members
Mstep: Class 2 contains 1840 members
Entering Unmasked Estep
Score: -171578.093750 Penalty: 2620.393066
Iteration 15Q: 3 clusters Score -171578.1 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1337 members
Mstep: Class 2 contains 1837 members
Entering Unmasked Estep
Score: -171593.812500 Penalty: 2620.393066
Iteration 16Q: 3 clusters Score -171593.8 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1338 members
Mstep: Class 2 contains 1836 members
Entering Unmasked Estep
Score: -171604.109375 Penalty: 2620.393066
Iteration 17Q: 3 clusters Score -171604.1 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1345 members
Mstep: Class 2 contains 1829 members
Entering Unmasked Estep
Score: -171611.687500 Penalty: 2620.393066
Iteration 18Q: 3 clusters Score -171611.7 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1351 members
Mstep: Class 2 contains 1823 members
Entering Unmasked Estep
Score: -171627.796875 Penalty: 2620.393066
Iteration 19Q: 3 clusters Score -171627.8 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1360 members
Mstep: Class 2 contains 1814 members
Entering Unmasked Estep
Score: -171653.453125 Penalty: 2620.393066
Iteration 20F: 3 clusters Score -171653.5 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1359 members
Mstep: Class 2 contains 1815 members
Entering Unmasked Estep
Score: -171689.312500 Penalty: 2620.393066
Iteration 21Q: 3 clusters Score -171689.3 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1366 members
Mstep: Class 2 contains 1808 members
Entering Unmasked Estep
Score: -171722.984375 Penalty: 2620.393066
Iteration 22Q: 3 clusters Score -171723 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1374 members
Mstep: Class 2 contains 1800 members
Entering Unmasked Estep
Score: -171751.281250 Penalty: 2620.393066
Iteration 23Q: 3 clusters Score -171751.3 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1383 members
Mstep: Class 2 contains 1791 members
Entering Unmasked Estep
Score: -171790.609375 Penalty: 2620.393066
Iteration 24Q: 3 clusters Score -171790.6 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1404 members
Mstep: Class 2 contains 1770 members
Entering Unmasked Estep
Score: -171826.671875 Penalty: 2620.393066
Iteration 25Q: 3 clusters Score -171826.7 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1418 members
Mstep: Class 2 contains 1756 members
Entering Unmasked Estep
Score: -171863.796875 Penalty: 2620.393066
Iteration 26Q: 3 clusters Score -171863.8 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1430 members
Mstep: Class 2 contains 1744 members
Entering Unmasked Estep
Score: -171898.859375 Penalty: 2620.393066
Iteration 27Q: 3 clusters Score -171898.9 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1444 members
Mstep: Class 2 contains 1730 members
Entering Unmasked Estep
Score: -171915.312500 Penalty: 2620.393066
Iteration 28Q: 3 clusters Score -171915.3 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1462 members
Mstep: Class 2 contains 1712 members
Entering Unmasked Estep
Score: -171926.953125 Penalty: 2620.393066
Iteration 29Q: 3 clusters Score -171927 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1474 members
Mstep: Class 2 contains 1700 members
Entering Unmasked Estep
Score: -171935.734375 Penalty: 2620.393066
Iteration 30Q: 3 clusters Score -171935.7 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1475 members
Mstep: Class 2 contains 1699 members
Entering Unmasked Estep
Score: -171945.734375 Penalty: 2620.393066
Iteration 31Q: 3 clusters Score -171945.7 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1479 members
Mstep: Class 2 contains 1695 members
Entering Unmasked Estep
Score: -171957.953125 Penalty: 2620.393066
Iteration 32Q: 3 clusters Score -171958 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1488 members
Mstep: Class 2 contains 1686 members
Entering Unmasked Estep
Score: -171972.484375 Penalty: 2620.393066
Iteration 33Q: 3 clusters Score -171972.5 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1500 members
Mstep: Class 2 contains 1674 members
Entering Unmasked Estep
Score: -171980.921875 Penalty: 2620.393066
Iteration 34Q: 3 clusters Score -171980.9 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1509 members
Mstep: Class 2 contains 1665 members
Entering Unmasked Estep
Score: -171985.562500 Penalty: 2620.393066
Iteration 35Q: 3 clusters Score -171985.6 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1518 members
Mstep: Class 2 contains 1656 members
Entering Unmasked Estep
Score: -171990.437500 Penalty: 2620.393066
Iteration 36Q: 3 clusters Score -171990.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1525 members
Mstep: Class 2 contains 1649 members
Entering Unmasked Estep
Score: -171992.796875 Penalty: 2620.393066
Iteration 37Q: 3 clusters Score -171992.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1528 members
Mstep: Class 2 contains 1646 members
Entering Unmasked Estep
Score: -171993.750000 Penalty: 2620.393066
Iteration 38Q: 3 clusters Score -171993.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1529 members
Mstep: Class 2 contains 1645 members
Entering Unmasked Estep
Score: -171994.156250 Penalty: 2620.393066
Iteration 39Q: 3 clusters Score -171994.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1530 members
Mstep: Class 2 contains 1644 members
Entering Unmasked Estep
Score: -171994.687500 Penalty: 2620.393066
Iteration 40F: 3 clusters Score -171994.7 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1531 members
Mstep: Class 2 contains 1643 members
Entering Unmasked Estep
Score: -171994.796875 Penalty: 2620.393066
Iteration 41Q: 3 clusters Score -171994.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1532 members
Mstep: Class 2 contains 1642 members
Entering Unmasked Estep
Score: -171995.031250 Penalty: 2620.393066
Iteration 42Q: 3 clusters Score -171995 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1534 members
Mstep: Class 2 contains 1640 members
Entering Unmasked Estep
Score: -171995.312500 Penalty: 2620.393066
Iteration 43Q: 3 clusters Score -171995.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1533 members
Mstep: Class 2 contains 1641 members
Entering Unmasked Estep
Score: -171997.359375 Penalty: 2620.393066
Iteration 44Q: 3 clusters Score -171997.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1530 members
Mstep: Class 2 contains 1644 members
Entering Unmasked Estep
Score: -171998.796875 Penalty: 2620.393066
Iteration 45Q: 3 clusters Score -171998.8 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1528 members
Mstep: Class 2 contains 1646 members
Entering Unmasked Estep
Score: -172002.609375 Penalty: 2620.393066
Iteration 46Q: 3 clusters Score -172002.6 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1524 members
Mstep: Class 2 contains 1650 members
Entering Unmasked Estep
Score: -172012.078125 Penalty: 2620.393066
Iteration 47Q: 3 clusters Score -172012.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1522 members
Mstep: Class 2 contains 1652 members
Entering Unmasked Estep
Score: -172016.375000 Penalty: 2620.393066
Iteration 48Q: 3 clusters Score -172016.4 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1524 members
Mstep: Class 2 contains 1650 members
Entering Unmasked Estep
Score: -172017.578125 Penalty: 2620.393066
Iteration 49Q: 3 clusters Score -172017.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1525 members
Mstep: Class 2 contains 1649 members
Entering Unmasked Estep
Score: -172018.906250 Penalty: 2620.393066
Iteration 50Q: 3 clusters Score -172018.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1525 members
Mstep: Class 2 contains 1649 members
Entering Unmasked Estep
Score: -172023.203125 Penalty: 2620.393066
Iteration 51Q: 3 clusters Score -172023.2 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1526 members
Mstep: Class 2 contains 1648 members
Entering Unmasked Estep
Score: -172028.515625 Penalty: 2620.393066
Iteration 52Q: 3 clusters Score -172028.5 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1523 members
Mstep: Class 2 contains 1651 members
Entering Unmasked Estep
Score: -172036.437500 Penalty: 2620.393066
Iteration 53Q: 3 clusters Score -172036.4 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1518 members
Mstep: Class 2 contains 1656 members
Entering Unmasked Estep
Score: -172046.796875 Penalty: 2620.393066
Iteration 54Q: 3 clusters Score -172046.8 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1512 members
Mstep: Class 2 contains 1662 members
Entering Unmasked Estep
Score: -172057.453125 Penalty: 2620.393066
Iteration 55Q: 3 clusters Score -172057.5 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1505 members
Mstep: Class 2 contains 1669 members
Entering Unmasked Estep
Score: -172064.359375 Penalty: 2620.393066
Iteration 56Q: 3 clusters Score -172064.4 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1504 members
Mstep: Class 2 contains 1670 members
Entering Unmasked Estep
Score: -172067.828125 Penalty: 2620.393066
Iteration 57Q: 3 clusters Score -172067.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1502 members
Mstep: Class 2 contains 1672 members
Entering Unmasked Estep
Score: -172069.906250 Penalty: 2620.393066
Iteration 58Q: 3 clusters Score -172069.9 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1500 members
Mstep: Class 2 contains 1674 members
Entering Unmasked Estep
Score: -172071.500000 Penalty: 2620.393066
Iteration 59Q: 3 clusters Score -172071.5 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1499 members
Mstep: Class 2 contains 1675 members
Entering Unmasked Estep
Score: -172072.921875 Penalty: 2620.393066
Iteration 60F: 3 clusters Score -172072.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1495 members
Mstep: Class 2 contains 1679 members
Entering Unmasked Estep
Score: -172076.328125 Penalty: 2620.393066
Iteration 61Q: 3 clusters Score -172076.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1491 members
Mstep: Class 2 contains 1683 members
Entering Unmasked Estep
Score: -172077.812500 Penalty: 2620.393066
Iteration 62Q: 3 clusters Score -172077.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1489 members
Mstep: Class 2 contains 1685 members
Entering Unmasked Estep
Score: -172078.312500 Penalty: 2620.393066
Iteration 63Q: 3 clusters Score -172078.3 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1487 members
Mstep: Class 2 contains 1687 members
Entering Unmasked Estep
Score: -172079.203125 Penalty: 2620.393066
Iteration 64Q: 3 clusters Score -172079.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1485 members
Mstep: Class 2 contains 1689 members
Entering Unmasked Estep
Score: -172081.250000 Penalty: 2620.393066
Iteration 65Q: 3 clusters Score -172081.2 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1479 members
Mstep: Class 2 contains 1695 members
Entering Unmasked Estep
Score: -172086.125000 Penalty: 2620.393066
Iteration 66Q: 3 clusters Score -172086.1 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1472 members
Mstep: Class 2 contains 1702 members
Entering Unmasked Estep
Score: -172090.328125 Penalty: 2620.393066
Iteration 67Q: 3 clusters Score -172090.3 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1466 members
Mstep: Class 2 contains 1708 members
Entering Unmasked Estep
Score: -172091.875000 Penalty: 2620.393066
Iteration 68Q: 3 clusters Score -172091.9 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1462 members
Mstep: Class 2 contains 1712 members
Entering Unmasked Estep
Score: -172095.593750 Penalty: 2620.393066
Iteration 69Q: 3 clusters Score -172095.6 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1460 members
Mstep: Class 2 contains 1714 members
Entering Unmasked Estep
Score: -172097.031250 Penalty: 2620.393066
Iteration 70Q: 3 clusters Score -172097 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1455 members
Mstep: Class 2 contains 1719 members
Entering Unmasked Estep
Score: -172099.187500 Penalty: 2620.393066
Iteration 71Q: 3 clusters Score -172099.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1452 members
Mstep: Class 2 contains 1722 members
Entering Unmasked Estep
Score: -172099.656250 Penalty: 2620.393066
Iteration 72Q: 3 clusters Score -172099.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1452 members
Mstep: Class 2 contains 1722 members
Entering Unmasked Estep
Score: -172100.281250 Penalty: 2620.393066
Iteration 73Q: 3 clusters Score -172100.3 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1454 members
Mstep: Class 2 contains 1720 members
Entering Unmasked Estep
Score: -172101.171875 Penalty: 2620.393066
Iteration 74Q: 3 clusters Score -172101.2 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1455 members
Mstep: Class 2 contains 1719 members
Entering Unmasked Estep
Score: -172103.703125 Penalty: 2620.393066
Iteration 75Q: 3 clusters Score -172103.7 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1450 members
Mstep: Class 2 contains 1724 members
Entering Unmasked Estep
Score: -172107.718750 Penalty: 2620.393066
Iteration 76Q: 3 clusters Score -172107.7 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1444 members
Mstep: Class 2 contains 1730 members
Entering Unmasked Estep
Score: -172111.437500 Penalty: 2620.393066
Iteration 77Q: 3 clusters Score -172111.4 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1442 members
Mstep: Class 2 contains 1732 members
Entering Unmasked Estep
Score: -172113.750000 Penalty: 2620.393066
Iteration 78Q: 3 clusters Score -172113.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1441 members
Mstep: Class 2 contains 1733 members
Entering Unmasked Estep
Score: -172114.312500 Penalty: 2620.393066
Iteration 79Q: 3 clusters Score -172114.3 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1440 members
Mstep: Class 2 contains 1734 members
Entering Unmasked Estep
Score: -172114.671875 Penalty: 2620.393066
Iteration 80F: 3 clusters Score -172114.7 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (3012 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3012 members
Entering Unmasked Estep
Score: -208121.609375 Penalty: 1301.683472
Iteration 0F: 2 clusters Score -208121.6 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1543 members
Mstep: Class 2 contains 1469 members
Entering Unmasked Estep
Score: -205400.265625 Penalty: 2603.366943
Iteration 0F: 3 clusters Score -205400.3 nChanged 1141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1628 members
Mstep: Class 2 contains 1384 members
Entering Unmasked Estep
Score: -206052.093750 Penalty: 2603.366943
Iteration 1F: 3 clusters Score -206052.1 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1667 members
Mstep: Class 2 contains 1345 members
Entering Unmasked Estep
Score: -206173.750000 Penalty: 2603.366943
Iteration 2F: 3 clusters Score -206173.8 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1698 members
Mstep: Class 2 contains 1314 members
Entering Unmasked Estep
Score: -206262.359375 Penalty: 2603.366943
Iteration 3Q: 3 clusters Score -206262.4 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1734 members
Mstep: Class 2 contains 1278 members
Entering Unmasked Estep
Score: -206323.000000 Penalty: 2603.366943
Iteration 4Q: 3 clusters Score -206323 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1756 members
Mstep: Class 2 contains 1256 members
Entering Unmasked Estep
Score: -206359.640625 Penalty: 2603.366943
Iteration 5Q: 3 clusters Score -206359.6 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1780 members
Mstep: Class 2 contains 1232 members
Entering Unmasked Estep
Score: -206388.156250 Penalty: 2603.366943
Iteration 6Q: 3 clusters Score -206388.2 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1802 members
Mstep: Class 2 contains 1210 members
Entering Unmasked Estep
Score: -206413.015625 Penalty: 2603.366943
Iteration 7Q: 3 clusters Score -206413 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1818 members
Mstep: Class 2 contains 1194 members
Entering Unmasked Estep
Score: -206438.937500 Penalty: 2603.366943
Iteration 8Q: 3 clusters Score -206438.9 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1831 members
Mstep: Class 2 contains 1181 members
Entering Unmasked Estep
Score: -206459.765625 Penalty: 2603.366943
Iteration 9Q: 3 clusters Score -206459.8 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1842 members
Mstep: Class 2 contains 1170 members
Entering Unmasked Estep
Score: -206481.234375 Penalty: 2603.366943
Iteration 10Q: 3 clusters Score -206481.2 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1841 members
Mstep: Class 2 contains 1171 members
Entering Unmasked Estep
Score: -206503.437500 Penalty: 2603.366943
Iteration 11Q: 3 clusters Score -206503.4 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1839 members
Mstep: Class 2 contains 1173 members
Entering Unmasked Estep
Score: -206526.562500 Penalty: 2603.366943
Iteration 12Q: 3 clusters Score -206526.6 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1836 members
Mstep: Class 2 contains 1176 members
Entering Unmasked Estep
Score: -206546.687500 Penalty: 2603.366943
Iteration 13Q: 3 clusters Score -206546.7 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1840 members
Mstep: Class 2 contains 1172 members
Entering Unmasked Estep
Score: -206571.515625 Penalty: 2603.366943
Iteration 14Q: 3 clusters Score -206571.5 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1845 members
Mstep: Class 2 contains 1167 members
Entering Unmasked Estep
Score: -206592.265625 Penalty: 2603.366943
Iteration 15Q: 3 clusters Score -206592.3 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1859 members
Mstep: Class 2 contains 1153 members
Entering Unmasked Estep
Score: -206620.343750 Penalty: 2603.366943
Iteration 16Q: 3 clusters Score -206620.3 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1880 members
Mstep: Class 2 contains 1132 members
Entering Unmasked Estep
Score: -206646.125000 Penalty: 2603.366943
Iteration 17Q: 3 clusters Score -206646.1 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1911 members
Mstep: Class 2 contains 1101 members
Entering Unmasked Estep
Score: -206678.734375 Penalty: 2603.366943
Iteration 18Q: 3 clusters Score -206678.7 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1955 members
Mstep: Class 2 contains 1057 members
Entering Unmasked Estep
Score: -206716.156250 Penalty: 2603.366943
Iteration 19Q: 3 clusters Score -206716.2 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1990 members
Mstep: Class 2 contains 1022 members
Entering Unmasked Estep
Score: -206748.843750 Penalty: 2603.366943
Iteration 20F: 3 clusters Score -206748.8 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2023 members
Mstep: Class 2 contains 989 members
Entering Unmasked Estep
Score: -206785.625000 Penalty: 2603.366943
Iteration 21Q: 3 clusters Score -206785.6 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2068 members
Mstep: Class 2 contains 944 members
Entering Unmasked Estep
Score: -206826.750000 Penalty: 2603.366943
Iteration 22Q: 3 clusters Score -206826.8 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2119 members
Mstep: Class 2 contains 893 members
Entering Unmasked Estep
Score: -206864.375000 Penalty: 2603.366943
Iteration 23Q: 3 clusters Score -206864.4 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2159 members
Mstep: Class 2 contains 853 members
Entering Unmasked Estep
Score: -206900.796875 Penalty: 2603.366943
Iteration 24Q: 3 clusters Score -206900.8 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2192 members
Mstep: Class 2 contains 820 members
Entering Unmasked Estep
Score: -206928.750000 Penalty: 2603.366943
Iteration 25Q: 3 clusters Score -206928.8 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2224 members
Mstep: Class 2 contains 788 members
Entering Unmasked Estep
Score: -206955.218750 Penalty: 2603.366943
Iteration 26Q: 3 clusters Score -206955.2 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2252 members
Mstep: Class 2 contains 760 members
Entering Unmasked Estep
Score: -206983.218750 Penalty: 2603.366943
Iteration 27Q: 3 clusters Score -206983.2 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2272 members
Mstep: Class 2 contains 740 members
Entering Unmasked Estep
Score: -207000.593750 Penalty: 2603.366943
Iteration 28Q: 3 clusters Score -207000.6 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2293 members
Mstep: Class 2 contains 719 members
Entering Unmasked Estep
Score: -207025.562500 Penalty: 2603.366943
Iteration 29Q: 3 clusters Score -207025.6 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2302 members
Mstep: Class 2 contains 710 members
Entering Unmasked Estep
Score: -207038.375000 Penalty: 2603.366943
Iteration 30Q: 3 clusters Score -207038.4 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2309 members
Mstep: Class 2 contains 703 members
Entering Unmasked Estep
Score: -207047.906250 Penalty: 2603.366943
Iteration 31Q: 3 clusters Score -207047.9 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2312 members
Mstep: Class 2 contains 700 members
Entering Unmasked Estep
Score: -207054.656250 Penalty: 2603.366943
Iteration 32Q: 3 clusters Score -207054.7 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2318 members
Mstep: Class 2 contains 694 members
Entering Unmasked Estep
Score: -207062.687500 Penalty: 2603.366943
Iteration 33Q: 3 clusters Score -207062.7 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2326 members
Mstep: Class 2 contains 686 members
Entering Unmasked Estep
Score: -207067.843750 Penalty: 2603.366943
Iteration 34Q: 3 clusters Score -207067.8 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2329 members
Mstep: Class 2 contains 683 members
Entering Unmasked Estep
Score: -207069.937500 Penalty: 2603.366943
Iteration 35Q: 3 clusters Score -207069.9 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2334 members
Mstep: Class 2 contains 678 members
Entering Unmasked Estep
Score: -207072.437500 Penalty: 2603.366943
Iteration 36Q: 3 clusters Score -207072.4 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2336 members
Mstep: Class 2 contains 676 members
Entering Unmasked Estep
Score: -207073.609375 Penalty: 2603.366943
Iteration 37Q: 3 clusters Score -207073.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2338 members
Mstep: Class 2 contains 674 members
Entering Unmasked Estep
Score: -207074.203125 Penalty: 2603.366943
Iteration 38Q: 3 clusters Score -207074.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2337 members
Mstep: Class 2 contains 675 members
Entering Unmasked Estep
Score: -207074.421875 Penalty: 2603.366943
Iteration 39Q: 3 clusters Score -207074.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2337 members
Mstep: Class 2 contains 675 members
Entering Unmasked Estep
Score: -207074.421875 Penalty: 2603.366943
Iteration 40F: 3 clusters Score -207074.4 nChanged 0
Entering ConstructFrom:
Trying to split cluster 19 (24344 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24344 members
Entering Unmasked Estep
Score: -1709133.500000 Penalty: 1641.256592
Iteration 0F: 2 clusters Score -1709134 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12219 members
Mstep: Class 2 contains 12125 members
Entering Unmasked Estep
Score: -1692533.250000 Penalty: 3282.513184
Iteration 0F: 3 clusters Score -1692533 nChanged 11249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12220 members
Mstep: Class 2 contains 12124 members
Entering Unmasked Estep
Score: -1698951.625000 Penalty: 3282.513184
Iteration 1F: 3 clusters Score -1698952 nChanged 1211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12351 members
Mstep: Class 2 contains 11993 members
Entering Unmasked Estep
Score: -1699412.500000 Penalty: 3282.513184
Iteration 2Q: 3 clusters Score -1699412 nChanged 1124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12491 members
Mstep: Class 2 contains 11853 members
Entering Unmasked Estep
Score: -1699868.875000 Penalty: 3282.513184
Iteration 3Q: 3 clusters Score -1699869 nChanged 1134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12707 members
Mstep: Class 2 contains 11637 members
Entering Unmasked Estep
Score: -1700385.500000 Penalty: 3282.513184
Iteration 4Q: 3 clusters Score -1700386 nChanged 1217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13028 members
Mstep: Class 2 contains 11316 members
Entering Unmasked Estep
Score: -1701019.375000 Penalty: 3282.513184
Iteration 5Q: 3 clusters Score -1701019 nChanged 1298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13480 members
Mstep: Class 2 contains 10864 members
Entering Unmasked Estep
Score: -1701830.750000 Penalty: 3282.513184
Iteration 6F: 3 clusters Score -1701831 nChanged 1475
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14075 members
Mstep: Class 2 contains 10269 members
Entering Unmasked Estep
Score: -1702927.750000 Penalty: 3282.513184
Iteration 7F: 3 clusters Score -1702928 nChanged 1482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14713 members
Mstep: Class 2 contains 9631 members
Entering Unmasked Estep
Score: -1704121.000000 Penalty: 3282.513184
Iteration 8F: 3 clusters Score -1704121 nChanged 1389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15266 members
Mstep: Class 2 contains 9078 members
Entering Unmasked Estep
Score: -1705158.500000 Penalty: 3282.513184
Iteration 9F: 3 clusters Score -1705158 nChanged 1035
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15633 members
Mstep: Class 2 contains 8711 members
Entering Unmasked Estep
Score: -1705742.375000 Penalty: 3282.513184
Iteration 10Q: 3 clusters Score -1705742 nChanged 701
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15942 members
Mstep: Class 2 contains 8402 members
Entering Unmasked Estep
Score: -1706039.625000 Penalty: 3282.513184
Iteration 11Q: 3 clusters Score -1706040 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16205 members
Mstep: Class 2 contains 8139 members
Entering Unmasked Estep
Score: -1706193.750000 Penalty: 3282.513184
Iteration 12Q: 3 clusters Score -1706194 nChanged 340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16463 members
Mstep: Class 2 contains 7881 members
Entering Unmasked Estep
Score: -1706329.125000 Penalty: 3282.513184
Iteration 13Q: 3 clusters Score -1706329 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16707 members
Mstep: Class 2 contains 7637 members
Entering Unmasked Estep
Score: -1706426.875000 Penalty: 3282.513184
Iteration 14Q: 3 clusters Score -1706427 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16938 members
Mstep: Class 2 contains 7406 members
Entering Unmasked Estep
Score: -1706525.125000 Penalty: 3282.513184
Iteration 15Q: 3 clusters Score -1706525 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17168 members
Mstep: Class 2 contains 7176 members
Entering Unmasked Estep
Score: -1706598.500000 Penalty: 3282.513184
Iteration 16Q: 3 clusters Score -1706598 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17385 members
Mstep: Class 2 contains 6959 members
Entering Unmasked Estep
Score: -1706673.375000 Penalty: 3282.513184
Iteration 17Q: 3 clusters Score -1706673 nChanged 220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17593 members
Mstep: Class 2 contains 6751 members
Entering Unmasked Estep
Score: -1706750.000000 Penalty: 3282.513184
Iteration 18Q: 3 clusters Score -1706750 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17818 members
Mstep: Class 2 contains 6526 members
Entering Unmasked Estep
Score: -1706833.000000 Penalty: 3282.513184
Iteration 19Q: 3 clusters Score -1706833 nChanged 235
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18037 members
Mstep: Class 2 contains 6307 members
Entering Unmasked Estep
Score: -1706903.875000 Penalty: 3282.513184
Iteration 20F: 3 clusters Score -1706904 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18253 members
Mstep: Class 2 contains 6091 members
Entering Unmasked Estep
Score: -1706968.750000 Penalty: 3282.513184
Iteration 21Q: 3 clusters Score -1706969 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18450 members
Mstep: Class 2 contains 5894 members
Entering Unmasked Estep
Score: -1707039.375000 Penalty: 3282.513184
Iteration 22Q: 3 clusters Score -1707039 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18649 members
Mstep: Class 2 contains 5695 members
Entering Unmasked Estep
Score: -1707105.750000 Penalty: 3282.513184
Iteration 23Q: 3 clusters Score -1707106 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18839 members
Mstep: Class 2 contains 5505 members
Entering Unmasked Estep
Score: -1707157.000000 Penalty: 3282.513184
Iteration 24Q: 3 clusters Score -1707157 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19023 members
Mstep: Class 2 contains 5321 members
Entering Unmasked Estep
Score: -1707210.875000 Penalty: 3282.513184
Iteration 25Q: 3 clusters Score -1707211 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19194 members
Mstep: Class 2 contains 5150 members
Entering Unmasked Estep
Score: -1707259.000000 Penalty: 3282.513184
Iteration 26Q: 3 clusters Score -1707259 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19358 members
Mstep: Class 2 contains 4986 members
Entering Unmasked Estep
Score: -1707299.125000 Penalty: 3282.513184
Iteration 27Q: 3 clusters Score -1707299 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19513 members
Mstep: Class 2 contains 4831 members
Entering Unmasked Estep
Score: -1707328.750000 Penalty: 3282.513184
Iteration 28Q: 3 clusters Score -1707329 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19662 members
Mstep: Class 2 contains 4682 members
Entering Unmasked Estep
Score: -1707361.625000 Penalty: 3282.513184
Iteration 29Q: 3 clusters Score -1707362 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19806 members
Mstep: Class 2 contains 4538 members
Entering Unmasked Estep
Score: -1707398.625000 Penalty: 3282.513184
Iteration 30Q: 3 clusters Score -1707399 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19936 members
Mstep: Class 2 contains 4408 members
Entering Unmasked Estep
Score: -1707429.125000 Penalty: 3282.513184
Iteration 31Q: 3 clusters Score -1707429 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20052 members
Mstep: Class 2 contains 4292 members
Entering Unmasked Estep
Score: -1707447.750000 Penalty: 3282.513184
Iteration 32Q: 3 clusters Score -1707448 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20163 members
Mstep: Class 2 contains 4181 members
Entering Unmasked Estep
Score: -1707472.250000 Penalty: 3282.513184
Iteration 33Q: 3 clusters Score -1707472 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20270 members
Mstep: Class 2 contains 4074 members
Entering Unmasked Estep
Score: -1707503.125000 Penalty: 3282.513184
Iteration 34Q: 3 clusters Score -1707503 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20377 members
Mstep: Class 2 contains 3967 members
Entering Unmasked Estep
Score: -1707524.625000 Penalty: 3282.513184
Iteration 35Q: 3 clusters Score -1707525 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20480 members
Mstep: Class 2 contains 3864 members
Entering Unmasked Estep
Score: -1707538.500000 Penalty: 3282.513184
Iteration 36Q: 3 clusters Score -1707538 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20568 members
Mstep: Class 2 contains 3776 members
Entering Unmasked Estep
Score: -1707561.625000 Penalty: 3282.513184
Iteration 37Q: 3 clusters Score -1707562 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20661 members
Mstep: Class 2 contains 3683 members
Entering Unmasked Estep
Score: -1707583.250000 Penalty: 3282.513184
Iteration 38Q: 3 clusters Score -1707583 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20736 members
Mstep: Class 2 contains 3608 members
Entering Unmasked Estep
Score: -1707592.500000 Penalty: 3282.513184
Iteration 39Q: 3 clusters Score -1707592 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20809 members
Mstep: Class 2 contains 3535 members
Entering Unmasked Estep
Score: -1707605.625000 Penalty: 3282.513184
Iteration 40F: 3 clusters Score -1707606 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20888 members
Mstep: Class 2 contains 3456 members
Entering Unmasked Estep
Score: -1707619.625000 Penalty: 3282.513184
Iteration 41Q: 3 clusters Score -1707620 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20967 members
Mstep: Class 2 contains 3377 members
Entering Unmasked Estep
Score: -1707636.250000 Penalty: 3282.513184
Iteration 42Q: 3 clusters Score -1707636 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21043 members
Mstep: Class 2 contains 3301 members
Entering Unmasked Estep
Score: -1707657.500000 Penalty: 3282.513184
Iteration 43Q: 3 clusters Score -1707658 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21117 members
Mstep: Class 2 contains 3227 members
Entering Unmasked Estep
Score: -1707673.500000 Penalty: 3282.513184
Iteration 44Q: 3 clusters Score -1707674 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21192 members
Mstep: Class 2 contains 3152 members
Entering Unmasked Estep
Score: -1707686.125000 Penalty: 3282.513184
Iteration 45Q: 3 clusters Score -1707686 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21259 members
Mstep: Class 2 contains 3085 members
Entering Unmasked Estep
Score: -1707705.625000 Penalty: 3282.513184
Iteration 46Q: 3 clusters Score -1707706 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21338 members
Mstep: Class 2 contains 3006 members
Entering Unmasked Estep
Score: -1707724.500000 Penalty: 3282.513184
Iteration 47Q: 3 clusters Score -1707724 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21394 members
Mstep: Class 2 contains 2950 members
Entering Unmasked Estep
Score: -1707738.000000 Penalty: 3282.513184
Iteration 48Q: 3 clusters Score -1707738 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21453 members
Mstep: Class 2 contains 2891 members
Entering Unmasked Estep
Score: -1707744.250000 Penalty: 3282.513184
Iteration 49Q: 3 clusters Score -1707744 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21509 members
Mstep: Class 2 contains 2835 members
Entering Unmasked Estep
Score: -1707755.625000 Penalty: 3282.513184
Iteration 50Q: 3 clusters Score -1707756 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21576 members
Mstep: Class 2 contains 2768 members
Entering Unmasked Estep
Score: -1707769.750000 Penalty: 3282.513184
Iteration 51Q: 3 clusters Score -1707770 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21644 members
Mstep: Class 2 contains 2700 members
Entering Unmasked Estep
Score: -1707783.375000 Penalty: 3282.513184
Iteration 52Q: 3 clusters Score -1707783 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21723 members
Mstep: Class 2 contains 2621 members
Entering Unmasked Estep
Score: -1707805.125000 Penalty: 3282.513184
Iteration 53Q: 3 clusters Score -1707805 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21788 members
Mstep: Class 2 contains 2556 members
Entering Unmasked Estep
Score: -1707817.125000 Penalty: 3282.513184
Iteration 54Q: 3 clusters Score -1707817 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21839 members
Mstep: Class 2 contains 2505 members
Entering Unmasked Estep
Score: -1707824.500000 Penalty: 3282.513184
Iteration 55Q: 3 clusters Score -1707824 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21875 members
Mstep: Class 2 contains 2469 members
Entering Unmasked Estep
Score: -1707831.250000 Penalty: 3282.513184
Iteration 56Q: 3 clusters Score -1707831 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21917 members
Mstep: Class 2 contains 2427 members
Entering Unmasked Estep
Score: -1707837.750000 Penalty: 3282.513184
Iteration 57Q: 3 clusters Score -1707838 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21947 members
Mstep: Class 2 contains 2397 members
Entering Unmasked Estep
Score: -1707845.500000 Penalty: 3282.513184
Iteration 58Q: 3 clusters Score -1707846 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21974 members
Mstep: Class 2 contains 2370 members
Entering Unmasked Estep
Score: -1707856.625000 Penalty: 3282.513184
Iteration 59Q: 3 clusters Score -1707857 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22004 members
Mstep: Class 2 contains 2340 members
Entering Unmasked Estep
Score: -1707857.750000 Penalty: 3282.513184
Iteration 60F: 3 clusters Score -1707858 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22034 members
Mstep: Class 2 contains 2310 members
Entering Unmasked Estep
Score: -1707862.375000 Penalty: 3282.513184
Iteration 61Q: 3 clusters Score -1707862 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22065 members
Mstep: Class 2 contains 2279 members
Entering Unmasked Estep
Score: -1707868.375000 Penalty: 3282.513184
Iteration 62Q: 3 clusters Score -1707868 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22087 members
Mstep: Class 2 contains 2257 members
Entering Unmasked Estep
Score: -1707870.000000 Penalty: 3282.513184
Iteration 63Q: 3 clusters Score -1707870 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22114 members
Mstep: Class 2 contains 2230 members
Entering Unmasked Estep
Score: -1707874.500000 Penalty: 3282.513184
Iteration 64Q: 3 clusters Score -1707874 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22137 members
Mstep: Class 2 contains 2207 members
Entering Unmasked Estep
Score: -1707874.375000 Penalty: 3282.513184
Iteration 65Q: 3 clusters Score -1707874 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22160 members
Mstep: Class 2 contains 2184 members
Entering Unmasked Estep
Score: -1707879.250000 Penalty: 3282.513184
Iteration 66Q: 3 clusters Score -1707879 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22180 members
Mstep: Class 2 contains 2164 members
Entering Unmasked Estep
Score: -1707880.875000 Penalty: 3282.513184
Iteration 67Q: 3 clusters Score -1707881 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22192 members
Mstep: Class 2 contains 2152 members
Entering Unmasked Estep
Score: -1707889.125000 Penalty: 3282.513184
Iteration 68Q: 3 clusters Score -1707889 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22202 members
Mstep: Class 2 contains 2142 members
Entering Unmasked Estep
Score: -1707893.250000 Penalty: 3282.513184
Iteration 69Q: 3 clusters Score -1707893 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22214 members
Mstep: Class 2 contains 2130 members
Entering Unmasked Estep
Score: -1707894.625000 Penalty: 3282.513184
Iteration 70Q: 3 clusters Score -1707895 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22225 members
Mstep: Class 2 contains 2119 members
Entering Unmasked Estep
Score: -1707896.000000 Penalty: 3282.513184
Iteration 71Q: 3 clusters Score -1707896 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22235 members
Mstep: Class 2 contains 2109 members
Entering Unmasked Estep
Score: -1707893.000000 Penalty: 3282.513184
Iteration 72Q: 3 clusters Score -1707893 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22253 members
Mstep: Class 2 contains 2091 members
Entering Unmasked Estep
Score: -1707896.000000 Penalty: 3282.513184
Iteration 73Q: 3 clusters Score -1707896 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22269 members
Mstep: Class 2 contains 2075 members
Entering Unmasked Estep
Score: -1707895.250000 Penalty: 3282.513184
Iteration 74Q: 3 clusters Score -1707895 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22279 members
Mstep: Class 2 contains 2065 members
Entering Unmasked Estep
Score: -1707893.750000 Penalty: 3282.513184
Iteration 75Q: 3 clusters Score -1707894 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22287 members
Mstep: Class 2 contains 2057 members
Entering Unmasked Estep
Score: -1707899.500000 Penalty: 3282.513184
Iteration 76Q: 3 clusters Score -1707900 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22294 members
Mstep: Class 2 contains 2050 members
Entering Unmasked Estep
Score: -1707902.875000 Penalty: 3282.513184
Iteration 77Q: 3 clusters Score -1707903 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22306 members
Mstep: Class 2 contains 2038 members
Entering Unmasked Estep
Score: -1707902.250000 Penalty: 3282.513184
Iteration 78Q: 3 clusters Score -1707902 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22313 members
Mstep: Class 2 contains 2031 members
Entering Unmasked Estep
Score: -1707905.375000 Penalty: 3282.513184
Iteration 79Q: 3 clusters Score -1707905 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22319 members
Mstep: Class 2 contains 2025 members
Entering Unmasked Estep
Score: -1707900.625000 Penalty: 3282.513184
Iteration 80F: 3 clusters Score -1707901 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22329 members
Mstep: Class 2 contains 2015 members
Entering Unmasked Estep
Score: -1707902.875000 Penalty: 3282.513184
Iteration 81Q: 3 clusters Score -1707903 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22335 members
Mstep: Class 2 contains 2009 members
Entering Unmasked Estep
Score: -1707905.125000 Penalty: 3282.513184
Iteration 82Q: 3 clusters Score -1707905 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22339 members
Mstep: Class 2 contains 2005 members
Entering Unmasked Estep
Score: -1707908.125000 Penalty: 3282.513184
Iteration 83Q: 3 clusters Score -1707908 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22342 members
Mstep: Class 2 contains 2002 members
Entering Unmasked Estep
Score: -1707909.750000 Penalty: 3282.513184
Iteration 84Q: 3 clusters Score -1707910 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22348 members
Mstep: Class 2 contains 1996 members
Entering Unmasked Estep
Score: -1707913.625000 Penalty: 3282.513184
Iteration 85Q: 3 clusters Score -1707914 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22359 members
Mstep: Class 2 contains 1985 members
Entering Unmasked Estep
Score: -1707915.250000 Penalty: 3282.513184
Iteration 86Q: 3 clusters Score -1707915 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22366 members
Mstep: Class 2 contains 1978 members
Entering Unmasked Estep
Score: -1707915.250000 Penalty: 3282.513184
Iteration 87Q: 3 clusters Score -1707915 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22377 members
Mstep: Class 2 contains 1967 members
Entering Unmasked Estep
Score: -1707915.125000 Penalty: 3282.513184
Iteration 88Q: 3 clusters Score -1707915 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22384 members
Mstep: Class 2 contains 1960 members
Entering Unmasked Estep
Score: -1707918.375000 Penalty: 3282.513184
Iteration 89Q: 3 clusters Score -1707918 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22391 members
Mstep: Class 2 contains 1953 members
Entering Unmasked Estep
Score: -1707919.750000 Penalty: 3282.513184
Iteration 90Q: 3 clusters Score -1707920 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22392 members
Mstep: Class 2 contains 1952 members
Entering Unmasked Estep
Score: -1707919.875000 Penalty: 3282.513184
Iteration 91Q: 3 clusters Score -1707920 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22394 members
Mstep: Class 2 contains 1950 members
Entering Unmasked Estep
Score: -1707918.000000 Penalty: 3282.513184
Iteration 92Q: 3 clusters Score -1707918 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22397 members
Mstep: Class 2 contains 1947 members
Entering Unmasked Estep
Score: -1707919.250000 Penalty: 3282.513184
Iteration 93Q: 3 clusters Score -1707919 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22402 members
Mstep: Class 2 contains 1942 members
Entering Unmasked Estep
Score: -1707919.875000 Penalty: 3282.513184
Iteration 94Q: 3 clusters Score -1707920 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22404 members
Mstep: Class 2 contains 1940 members
Entering Unmasked Estep
Score: -1707919.375000 Penalty: 3282.513184
Iteration 95Q: 3 clusters Score -1707919 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22404 members
Mstep: Class 2 contains 1940 members
Entering Unmasked Estep
Score: -1707919.375000 Penalty: 3282.513184
Iteration 96F: 3 clusters Score -1707919 nChanged 0
Entering ConstructFrom:
Trying to split cluster 20 (45163 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45163 members
Entering Unmasked Estep
Score: -3115315.500000 Penalty: 1741.680542
Iteration 0F: 2 clusters Score -3115316 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22551 members
Mstep: Class 2 contains 22612 members
Entering Unmasked Estep
Score: -3084922.250000 Penalty: 3483.361084
Iteration 0F: 3 clusters Score -3084922 nChanged 21245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22844 members
Mstep: Class 2 contains 22319 members
Entering Unmasked Estep
Score: -3096958.500000 Penalty: 3483.361084
Iteration 1F: 3 clusters Score -3096958 nChanged 1967
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22971 members
Mstep: Class 2 contains 22192 members
Entering Unmasked Estep
Score: -3097655.250000 Penalty: 3483.361084
Iteration 2Q: 3 clusters Score -3097655 nChanged 2122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23105 members
Mstep: Class 2 contains 22058 members
Entering Unmasked Estep
Score: -3098553.500000 Penalty: 3483.361084
Iteration 3Q: 3 clusters Score -3098554 nChanged 2380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23315 members
Mstep: Class 2 contains 21848 members
Entering Unmasked Estep
Score: -3099896.750000 Penalty: 3483.361084
Iteration 4F: 3 clusters Score -3099897 nChanged 2769
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23642 members
Mstep: Class 2 contains 21521 members
Entering Unmasked Estep
Score: -3101932.000000 Penalty: 3483.361084
Iteration 5F: 3 clusters Score -3101932 nChanged 3180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24190 members
Mstep: Class 2 contains 20973 members
Entering Unmasked Estep
Score: -3104691.000000 Penalty: 3483.361084
Iteration 6F: 3 clusters Score -3104691 nChanged 3390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24912 members
Mstep: Class 2 contains 20251 members
Entering Unmasked Estep
Score: -3108004.500000 Penalty: 3483.361084
Iteration 7F: 3 clusters Score -3108004 nChanged 3230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25710 members
Mstep: Class 2 contains 19453 members
Entering Unmasked Estep
Score: -3111687.750000 Penalty: 3483.361084
Iteration 8F: 3 clusters Score -3111688 nChanged 2932
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26456 members
Mstep: Class 2 contains 18707 members
Entering Unmasked Estep
Score: -3116229.500000 Penalty: 3483.361084
Iteration 9F: 3 clusters Score -3116230 nChanged 2722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26902 members
Mstep: Class 2 contains 18261 members
Entering Unmasked Estep
Score: -3122253.500000 Penalty: 3483.361084
Iteration 10F: 3 clusters Score -3122254 nChanged 2170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26728 members
Mstep: Class 2 contains 18435 members
Entering Unmasked Estep
Score: -3126890.250000 Penalty: 3483.361084
Iteration 11Q: 3 clusters Score -3126890 nChanged 1279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26147 members
Mstep: Class 2 contains 19016 members
Entering Unmasked Estep
Score: -3128303.750000 Penalty: 3483.361084
Iteration 12Q: 3 clusters Score -3128304 nChanged 610
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25647 members
Mstep: Class 2 contains 19516 members
Entering Unmasked Estep
Score: -3128737.500000 Penalty: 3483.361084
Iteration 13Q: 3 clusters Score -3128738 nChanged 348
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25303 members
Mstep: Class 2 contains 19860 members
Entering Unmasked Estep
Score: -3128887.750000 Penalty: 3483.361084
Iteration 14Q: 3 clusters Score -3128888 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25071 members
Mstep: Class 2 contains 20092 members
Entering Unmasked Estep
Score: -3128955.750000 Penalty: 3483.361084
Iteration 15Q: 3 clusters Score -3128956 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24916 members
Mstep: Class 2 contains 20247 members
Entering Unmasked Estep
Score: -3128985.750000 Penalty: 3483.361084
Iteration 16Q: 3 clusters Score -3128986 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24832 members
Mstep: Class 2 contains 20331 members
Entering Unmasked Estep
Score: -3128988.250000 Penalty: 3483.361084
Iteration 17Q: 3 clusters Score -3128988 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24787 members
Mstep: Class 2 contains 20376 members
Entering Unmasked Estep
Score: -3128994.500000 Penalty: 3483.361084
Iteration 18Q: 3 clusters Score -3128994 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24761 members
Mstep: Class 2 contains 20402 members
Entering Unmasked Estep
Score: -3128998.750000 Penalty: 3483.361084
Iteration 19Q: 3 clusters Score -3128999 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24744 members
Mstep: Class 2 contains 20419 members
Entering Unmasked Estep
Score: -3129003.750000 Penalty: 3483.361084
Iteration 20F: 3 clusters Score -3129004 nChanged 6
Entering