FileBase /isis1/DataGab/Rat08/20130708/Rat08-20130708
ElecNo 10
MinClusters 20
MaxClusters 25
MaxPossibleClusters 200
nStarts 1
RandomSeed 1
Debug 0
Verbose 1
UseFeatures 1111111111111111111111110
DistDump 0
DistThresh 6.907755
FullStepEvery 20
ChangedThresh 0.050000
Log 1
Screen 1
MaxIter 500
StartCluFile
SplitEvery 40
PenaltyK 0.000000
PenaltyKLogN 1.000000
Subset 1
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 4034438 data points of dimension 24.
Starting from 20 clusters...
--- Clustering full data set of 4034438 points ---
Entering CEM
Assigned 20 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 213029 members
Mstep: Class 2 contains 212269 members
Mstep: Class 3 contains 212657 members
Mstep: Class 4 contains 212015 members
Mstep: Class 5 contains 212303 members
Mstep: Class 6 contains 212566 members
Mstep: Class 7 contains 213062 members
Mstep: Class 8 contains 212007 members
Mstep: Class 9 contains 211960 members
Mstep: Class 10 contains 212199 members
Mstep: Class 11 contains 212604 members
Mstep: Class 12 contains 211790 members
Mstep: Class 13 contains 212805 members
Mstep: Class 14 contains 211739 members
Mstep: Class 15 contains 212661 members
Mstep: Class 16 contains 212772 members
Mstep: Class 17 contains 212195 members
Mstep: Class 18 contains 212165 members
Mstep: Class 19 contains 211640 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 19. Lose 1003.034546 but Gain 2471.687500
Score: -517975680.000000 Penalty: 44490.355469
Iteration 0F: 19 clusters Score -5.179757e+08 nChanged 3821569
Entering Unmasked Mstep
Mstep: Class 0 contains 1007 members
Mstep: Class 1 contains 643421 members
Mstep: Class 2 contains 344632 members
Mstep: Class 3 contains 339889 members
Mstep: Class 4 contains 39032 members
Mstep: Class 5 contains 26146 members
Mstep: Class 6 contains 86851 members
Mstep: Class 7 contains 73233 members
Mstep: Class 8 contains 71645 members
Mstep: Class 9 contains 304977 members
Mstep: Class 10 contains 81008 members
Mstep: Class 11 contains 138905 members
Mstep: Class 12 contains 37847 members
Mstep: Class 13 contains 241353 members
Mstep: Class 14 contains 1032563 members
Mstep: Class 15 contains 364186 members
Mstep: Class 16 contains 13434 members
Mstep: Class 17 contains 28569 members
Mstep: Class 18 contains 165740 members
Entering Unmasked Estep
ConsiderDeletion
Score: -531135808.000000 Penalty: 44490.355469
Iteration 1F: 19 clusters Score -5.311358e+08 nChanged 2004462
Entering Unmasked Mstep
Mstep: Class 0 contains 1068 members
Mstep: Class 1 contains 548300 members
Mstep: Class 2 contains 451437 members
Mstep: Class 3 contains 186862 members
Mstep: Class 4 contains 49782 members
Mstep: Class 5 contains 33688 members
Mstep: Class 6 contains 147921 members
Mstep: Class 7 contains 164321 members
Mstep: Class 8 contains 201390 members
Mstep: Class 9 contains 356068 members
Mstep: Class 10 contains 121935 members
Mstep: Class 11 contains 225263 members
Mstep: Class 12 contains 57978 members
Mstep: Class 13 contains 334188 members
Mstep: Class 14 contains 652800 members
Mstep: Class 15 contains 209487 members
Mstep: Class 16 contains 15001 members
Mstep: Class 17 contains 62263 members
Mstep: Class 18 contains 214686 members
Entering Unmasked Estep
ConsiderDeletion
Score: -533619264.000000 Penalty: 44490.355469
Iteration 2F: 19 clusters Score -5.336193e+08 nChanged 1664418
Entering Unmasked Mstep
Mstep: Class 0 contains 1069 members
Mstep: Class 1 contains 419441 members
Mstep: Class 2 contains 314322 members
Mstep: Class 3 contains 237033 members
Mstep: Class 4 contains 69607 members
Mstep: Class 5 contains 40037 members
Mstep: Class 6 contains 232486 members
Mstep: Class 7 contains 247646 members
Mstep: Class 8 contains 394403 members
Mstep: Class 9 contains 300879 members
Mstep: Class 10 contains 209407 members
Mstep: Class 11 contains 169063 members
Mstep: Class 12 contains 153508 members
Mstep: Class 13 contains 169974 members
Mstep: Class 14 contains 427069 members
Mstep: Class 15 contains 334507 members
Mstep: Class 16 contains 19173 members
Mstep: Class 17 contains 91592 members
Mstep: Class 18 contains 203222 members
Entering Unmasked Estep
ConsiderDeletion
Score: -534622624.000000 Penalty: 44490.355469
Iteration 3F: 19 clusters Score -5.346226e+08 nChanged 1560358
Entering Unmasked Mstep
Mstep: Class 0 contains 1086 members
Mstep: Class 1 contains 283447 members
Mstep: Class 2 contains 301715 members
Mstep: Class 3 contains 261366 members
Mstep: Class 4 contains 108650 members
Mstep: Class 5 contains 41709 members
Mstep: Class 6 contains 283244 members
Mstep: Class 7 contains 253098 members
Mstep: Class 8 contains 201581 members
Mstep: Class 9 contains 304141 members
Mstep: Class 10 contains 224570 members
Mstep: Class 11 contains 176130 members
Mstep: Class 12 contains 490168 members
Mstep: Class 13 contains 290784 members
Mstep: Class 14 contains 241913 members
Mstep: Class 15 contains 200094 members
Mstep: Class 16 contains 37429 members
Mstep: Class 17 contains 111972 members
Mstep: Class 18 contains 221341 members
Entering Unmasked Estep
ConsiderDeletion
Score: -535856928.000000 Penalty: 44490.355469
Iteration 4F: 19 clusters Score -5.358569e+08 nChanged 1200996
Entering Unmasked Mstep
Mstep: Class 0 contains 1093 members
Mstep: Class 1 contains 284642 members
Mstep: Class 2 contains 219918 members
Mstep: Class 3 contains 239347 members
Mstep: Class 4 contains 166000 members
Mstep: Class 5 contains 42330 members
Mstep: Class 6 contains 243759 members
Mstep: Class 7 contains 230878 members
Mstep: Class 8 contains 370208 members
Mstep: Class 9 contains 261285 members
Mstep: Class 10 contains 272788 members
Mstep: Class 11 contains 211930 members
Mstep: Class 12 contains 278138 members
Mstep: Class 13 contains 195862 members
Mstep: Class 14 contains 324570 members
Mstep: Class 15 contains 262235 members
Mstep: Class 16 contains 69237 members
Mstep: Class 17 contains 152495 members
Mstep: Class 18 contains 207723 members
Entering Unmasked Estep
ConsiderDeletion
Score: -536481984.000000 Penalty: 44490.355469
Iteration 5F: 19 clusters Score -5.36482e+08 nChanged 1101946
Entering Unmasked Mstep
Mstep: Class 0 contains 1095 members
Mstep: Class 1 contains 281192 members
Mstep: Class 2 contains 290667 members
Mstep: Class 3 contains 278986 members
Mstep: Class 4 contains 195898 members
Mstep: Class 5 contains 44785 members
Mstep: Class 6 contains 290591 members
Mstep: Class 7 contains 236433 members
Mstep: Class 8 contains 196453 members
Mstep: Class 9 contains 326658 members
Mstep: Class 10 contains 247308 members
Mstep: Class 11 contains 209886 members
Mstep: Class 12 contains 289924 members
Mstep: Class 13 contains 283530 members
Mstep: Class 14 contains 169467 members
Mstep: Class 15 contains 226611 members
Mstep: Class 16 contains 110392 members
Mstep: Class 17 contains 184168 members
Mstep: Class 18 contains 170394 members
Entering Unmasked Estep
ConsiderDeletion
Score: -536832448.000000 Penalty: 44490.355469
Iteration 6F: 19 clusters Score -5.368324e+08 nChanged 867750
Entering Unmasked Mstep
Mstep: Class 0 contains 1099 members
Mstep: Class 1 contains 285529 members
Mstep: Class 2 contains 186511 members
Mstep: Class 3 contains 261324 members
Mstep: Class 4 contains 191597 members
Mstep: Class 5 contains 50133 members
Mstep: Class 6 contains 272291 members
Mstep: Class 7 contains 227013 members
Mstep: Class 8 contains 340414 members
Mstep: Class 9 contains 238831 members
Mstep: Class 10 contains 288947 members
Mstep: Class 11 contains 233600 members
Mstep: Class 12 contains 247727 members
Mstep: Class 13 contains 216741 members
Mstep: Class 14 contains 233139 members
Mstep: Class 15 contains 260136 members
Mstep: Class 16 contains 146534 members
Mstep: Class 17 contains 202580 members
Mstep: Class 18 contains 150292 members
Entering Unmasked Estep
ConsiderDeletion
Score: -537513344.000000 Penalty: 44490.355469
Iteration 7F: 19 clusters Score -5.375133e+08 nChanged 814453
Entering Unmasked Mstep
Mstep: Class 0 contains 1106 members
Mstep: Class 1 contains 258482 members
Mstep: Class 2 contains 224709 members
Mstep: Class 3 contains 269355 members
Mstep: Class 4 contains 186702 members
Mstep: Class 5 contains 55484 members
Mstep: Class 6 contains 268290 members
Mstep: Class 7 contains 214367 members
Mstep: Class 8 contains 189300 members
Mstep: Class 9 contains 319748 members
Mstep: Class 10 contains 257823 members
Mstep: Class 11 contains 232228 members
Mstep: Class 12 contains 341856 members
Mstep: Class 13 contains 265708 members
Mstep: Class 14 contains 222561 members
Mstep: Class 15 contains 216812 members
Mstep: Class 16 contains 160208 members
Mstep: Class 17 contains 205025 members
Mstep: Class 18 contains 144674 members
Entering Unmasked Estep
ConsiderDeletion
Score: -537767488.000000 Penalty: 44490.355469
Iteration 8F: 19 clusters Score -5.377675e+08 nChanged 719373
Entering Unmasked Mstep
Mstep: Class 0 contains 1121 members
Mstep: Class 1 contains 294509 members
Mstep: Class 2 contains 230038 members
Mstep: Class 3 contains 262839 members
Mstep: Class 4 contains 181363 members
Mstep: Class 5 contains 58245 members
Mstep: Class 6 contains 268083 members
Mstep: Class 7 contains 215397 members
Mstep: Class 8 contains 289998 members
Mstep: Class 9 contains 223994 members
Mstep: Class 10 contains 291903 members
Mstep: Class 11 contains 233556 members
Mstep: Class 12 contains 201872 members
Mstep: Class 13 contains 257559 members
Mstep: Class 14 contains 234277 members
Mstep: Class 15 contains 264041 members
Mstep: Class 16 contains 163966 members
Mstep: Class 17 contains 214114 members
Mstep: Class 18 contains 147563 members
Entering Unmasked Estep
ConsiderDeletion
Score: -538136512.000000 Penalty: 44490.355469
Iteration 9F: 19 clusters Score -5.381365e+08 nChanged 618428
Entering Unmasked Mstep
Mstep: Class 0 contains 1146 members
Mstep: Class 1 contains 232927 members
Mstep: Class 2 contains 232158 members
Mstep: Class 3 contains 262378 members
Mstep: Class 4 contains 176294 members
Mstep: Class 5 contains 59452 members
Mstep: Class 6 contains 268313 members
Mstep: Class 7 contains 210855 members
Mstep: Class 8 contains 215424 members
Mstep: Class 9 contains 263857 members
Mstep: Class 10 contains 265923 members
Mstep: Class 11 contains 234944 members
Mstep: Class 12 contains 312072 members
Mstep: Class 13 contains 257669 members
Mstep: Class 14 contains 251799 members
Mstep: Class 15 contains 274735 members
Mstep: Class 16 contains 166399 members
Mstep: Class 17 contains 195878 members
Mstep: Class 18 contains 152215 members
Entering Unmasked Estep
ConsiderDeletion
Score: -538358656.000000 Penalty: 44490.355469
Iteration 10F: 19 clusters Score -5.383587e+08 nChanged 533786
Entering Unmasked Mstep
Mstep: Class 0 contains 1190 members
Mstep: Class 1 contains 273313 members
Mstep: Class 2 contains 228248 members
Mstep: Class 3 contains 262818 members
Mstep: Class 4 contains 172059 members
Mstep: Class 5 contains 58759 members
Mstep: Class 6 contains 270668 members
Mstep: Class 7 contains 223890 members
Mstep: Class 8 contains 249468 members
Mstep: Class 9 contains 233172 members
Mstep: Class 10 contains 284012 members
Mstep: Class 11 contains 236278 members
Mstep: Class 12 contains 198589 members
Mstep: Class 13 contains 265265 members
Mstep: Class 14 contains 256250 members
Mstep: Class 15 contains 293666 members
Mstep: Class 16 contains 168389 members
Mstep: Class 17 contains 202198 members
Mstep: Class 18 contains 156206 members
Entering Unmasked Estep
ConsiderDeletion
Score: -538504512.000000 Penalty: 44490.355469
Iteration 11F: 19 clusters Score -5.385045e+08 nChanged 446110
Entering Unmasked Mstep
Mstep: Class 0 contains 1263 members
Mstep: Class 1 contains 228441 members
Mstep: Class 2 contains 218889 members
Mstep: Class 3 contains 262843 members
Mstep: Class 4 contains 168930 members
Mstep: Class 5 contains 61943 members
Mstep: Class 6 contains 272156 members
Mstep: Class 7 contains 231206 members
Mstep: Class 8 contains 259768 members
Mstep: Class 9 contains 251748 members
Mstep: Class 10 contains 269747 members
Mstep: Class 11 contains 243667 members
Mstep: Class 12 contains 276276 members
Mstep: Class 13 contains 241810 members
Mstep: Class 14 contains 252056 members
Mstep: Class 15 contains 283774 members
Mstep: Class 16 contains 170622 members
Mstep: Class 17 contains 181607 members
Mstep: Class 18 contains 157692 members
Entering Unmasked Estep
ConsiderDeletion
Score: -538707776.000000 Penalty: 44490.355469
Iteration 12F: 19 clusters Score -5.387078e+08 nChanged 418611
Entering Unmasked Mstep
Mstep: Class 0 contains 1331 members
Mstep: Class 1 contains 242004 members
Mstep: Class 2 contains 205034 members
Mstep: Class 3 contains 261376 members
Mstep: Class 4 contains 166349 members
Mstep: Class 5 contains 71706 members
Mstep: Class 6 contains 273221 members
Mstep: Class 7 contains 245575 members
Mstep: Class 8 contains 271084 members
Mstep: Class 9 contains 234140 members
Mstep: Class 10 contains 271887 members
Mstep: Class 11 contains 239337 members
Mstep: Class 12 contains 215333 members
Mstep: Class 13 contains 267822 members
Mstep: Class 14 contains 259292 members
Mstep: Class 15 contains 297014 members
Mstep: Class 16 contains 173713 members
Mstep: Class 17 contains 181425 members
Mstep: Class 18 contains 156795 members
Entering Unmasked Estep
ConsiderDeletion
Score: -538780096.000000 Penalty: 44490.355469
Iteration 13F: 19 clusters Score -5.387801e+08 nChanged 373804
Entering Unmasked Mstep
Mstep: Class 0 contains 1366 members
Mstep: Class 1 contains 248497 members
Mstep: Class 2 contains 199956 members
Mstep: Class 3 contains 262582 members
Mstep: Class 4 contains 162265 members
Mstep: Class 5 contains 88612 members
Mstep: Class 6 contains 272316 members
Mstep: Class 7 contains 242417 members
Mstep: Class 8 contains 274765 members
Mstep: Class 9 contains 239515 members
Mstep: Class 10 contains 261284 members
Mstep: Class 11 contains 246381 members
Mstep: Class 12 contains 258432 members
Mstep: Class 13 contains 236236 members
Mstep: Class 14 contains 254703 members
Mstep: Class 15 contains 285154 members
Mstep: Class 16 contains 178302 members
Mstep: Class 17 contains 167815 members
Mstep: Class 18 contains 153840 members
Entering Unmasked Estep
ConsiderDeletion
Score: -538968512.000000 Penalty: 44490.355469
Iteration 14F: 19 clusters Score -5.389685e+08 nChanged 307036
Entering Unmasked Mstep
Mstep: Class 0 contains 1437 members
Mstep: Class 1 contains 241388 members
Mstep: Class 2 contains 196801 members
Mstep: Class 3 contains 260782 members
Mstep: Class 4 contains 157169 members
Mstep: Class 5 contains 107005 members
Mstep: Class 6 contains 272778 members
Mstep: Class 7 contains 246264 members
Mstep: Class 8 contains 282186 members
Mstep: Class 9 contains 232639 members
Mstep: Class 10 contains 257206 members
Mstep: Class 11 contains 240538 members
Mstep: Class 12 contains 226664 members
Mstep: Class 13 contains 258932 members
Mstep: Class 14 contains 260490 members
Mstep: Class 15 contains 286496 members
Mstep: Class 16 contains 181500 members
Mstep: Class 17 contains 172616 members
Mstep: Class 18 contains 151547 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539024576.000000 Penalty: 44490.355469
Iteration 15F: 19 clusters Score -5.390246e+08 nChanged 263083
Entering Unmasked Mstep
Mstep: Class 0 contains 1505 members
Mstep: Class 1 contains 245418 members
Mstep: Class 2 contains 195599 members
Mstep: Class 3 contains 259563 members
Mstep: Class 4 contains 152888 members
Mstep: Class 5 contains 127049 members
Mstep: Class 6 contains 271252 members
Mstep: Class 7 contains 243795 members
Mstep: Class 8 contains 281819 members
Mstep: Class 9 contains 227565 members
Mstep: Class 10 contains 249885 members
Mstep: Class 11 contains 245458 members
Mstep: Class 12 contains 256190 members
Mstep: Class 13 contains 245925 members
Mstep: Class 14 contains 253312 members
Mstep: Class 15 contains 277231 members
Mstep: Class 16 contains 184589 members
Mstep: Class 17 contains 166713 members
Mstep: Class 18 contains 148682 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539154560.000000 Penalty: 44490.355469
Iteration 16F: 19 clusters Score -5.391546e+08 nChanged 245779
Entering Unmasked Mstep
Mstep: Class 0 contains 1483 members
Mstep: Class 1 contains 243643 members
Mstep: Class 2 contains 193154 members
Mstep: Class 3 contains 256719 members
Mstep: Class 4 contains 151301 members
Mstep: Class 5 contains 151390 members
Mstep: Class 6 contains 270360 members
Mstep: Class 7 contains 248726 members
Mstep: Class 8 contains 284863 members
Mstep: Class 9 contains 218862 members
Mstep: Class 10 contains 246638 members
Mstep: Class 11 contains 241799 members
Mstep: Class 12 contains 225002 members
Mstep: Class 13 contains 258098 members
Mstep: Class 14 contains 260988 members
Mstep: Class 15 contains 278532 members
Mstep: Class 16 contains 186573 members
Mstep: Class 17 contains 171032 members
Mstep: Class 18 contains 145275 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539158016.000000 Penalty: 44490.355469
Iteration 17F: 19 clusters Score -5.39158e+08 nChanged 224134
Entering Unmasked Mstep
Mstep: Class 0 contains 1458 members
Mstep: Class 1 contains 244337 members
Mstep: Class 2 contains 192995 members
Mstep: Class 3 contains 255722 members
Mstep: Class 4 contains 150565 members
Mstep: Class 5 contains 154474 members
Mstep: Class 6 contains 270084 members
Mstep: Class 7 contains 246612 members
Mstep: Class 8 contains 281701 members
Mstep: Class 9 contains 208154 members
Mstep: Class 10 contains 246873 members
Mstep: Class 11 contains 247680 members
Mstep: Class 12 contains 247278 members
Mstep: Class 13 contains 251230 members
Mstep: Class 14 contains 253762 members
Mstep: Class 15 contains 272395 members
Mstep: Class 16 contains 189661 members
Mstep: Class 17 contains 174000 members
Mstep: Class 18 contains 145457 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539236544.000000 Penalty: 44490.355469
Iteration 18F: 19 clusters Score -5.392365e+08 nChanged 194453
Entering Unmasked Mstep
Mstep: Class 0 contains 1439 members
Mstep: Class 1 contains 243154 members
Mstep: Class 2 contains 191957 members
Mstep: Class 3 contains 253715 members
Mstep: Class 4 contains 149776 members
Mstep: Class 5 contains 155478 members
Mstep: Class 6 contains 270620 members
Mstep: Class 7 contains 247433 members
Mstep: Class 8 contains 283056 members
Mstep: Class 9 contains 197124 members
Mstep: Class 10 contains 246472 members
Mstep: Class 11 contains 246337 members
Mstep: Class 12 contains 224309 members
Mstep: Class 13 contains 255902 members
Mstep: Class 14 contains 260626 members
Mstep: Class 15 contains 273577 members
Mstep: Class 16 contains 191815 members
Mstep: Class 17 contains 195105 members
Mstep: Class 18 contains 146543 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539263488.000000 Penalty: 44490.355469
Iteration 19Q: 19 clusters Score -5.392635e+08 nChanged 173439
Entering Unmasked Mstep
Mstep: Class 0 contains 1443 members
Mstep: Class 1 contains 241747 members
Mstep: Class 2 contains 191068 members
Mstep: Class 3 contains 253555 members
Mstep: Class 4 contains 148737 members
Mstep: Class 5 contains 156407 members
Mstep: Class 6 contains 269576 members
Mstep: Class 7 contains 246467 members
Mstep: Class 8 contains 280777 members
Mstep: Class 9 contains 188911 members
Mstep: Class 10 contains 244975 members
Mstep: Class 11 contains 249243 members
Mstep: Class 12 contains 234035 members
Mstep: Class 13 contains 252570 members
Mstep: Class 14 contains 255054 members
Mstep: Class 15 contains 270056 members
Mstep: Class 16 contains 193683 members
Mstep: Class 17 contains 208987 members
Mstep: Class 18 contains 147147 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539358400.000000 Penalty: 44490.355469
Iteration 20F: 19 clusters Score -5.393584e+08 nChanged 143510
Entering Unmasked Mstep
Mstep: Class 0 contains 1450 members
Mstep: Class 1 contains 240268 members
Mstep: Class 2 contains 189045 members
Mstep: Class 3 contains 252620 members
Mstep: Class 4 contains 147856 members
Mstep: Class 5 contains 157898 members
Mstep: Class 6 contains 268534 members
Mstep: Class 7 contains 246973 members
Mstep: Class 8 contains 280919 members
Mstep: Class 9 contains 184307 members
Mstep: Class 10 contains 242969 members
Mstep: Class 11 contains 248497 members
Mstep: Class 12 contains 223736 members
Mstep: Class 13 contains 251474 members
Mstep: Class 14 contains 258638 members
Mstep: Class 15 contains 268782 members
Mstep: Class 16 contains 195287 members
Mstep: Class 17 contains 227513 members
Mstep: Class 18 contains 147672 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539406912.000000 Penalty: 44490.355469
Iteration 21Q: 19 clusters Score -5.394069e+08 nChanged 151659
Entering Unmasked Mstep
Mstep: Class 0 contains 1467 members
Mstep: Class 1 contains 238366 members
Mstep: Class 2 contains 186993 members
Mstep: Class 3 contains 253408 members
Mstep: Class 4 contains 146793 members
Mstep: Class 5 contains 158532 members
Mstep: Class 6 contains 266254 members
Mstep: Class 7 contains 246460 members
Mstep: Class 8 contains 280069 members
Mstep: Class 9 contains 180581 members
Mstep: Class 10 contains 241024 members
Mstep: Class 11 contains 249005 members
Mstep: Class 12 contains 216996 members
Mstep: Class 13 contains 250823 members
Mstep: Class 14 contains 256383 members
Mstep: Class 15 contains 268268 members
Mstep: Class 16 contains 196605 members
Mstep: Class 17 contains 248545 members
Mstep: Class 18 contains 147866 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539438848.000000 Penalty: 44490.355469
Iteration 22Q: 19 clusters Score -5.394388e+08 nChanged 156129
Entering Unmasked Mstep
Mstep: Class 0 contains 1479 members
Mstep: Class 1 contains 238569 members
Mstep: Class 2 contains 185742 members
Mstep: Class 3 contains 254656 members
Mstep: Class 4 contains 146635 members
Mstep: Class 5 contains 161304 members
Mstep: Class 6 contains 263532 members
Mstep: Class 7 contains 252125 members
Mstep: Class 8 contains 282404 members
Mstep: Class 9 contains 177515 members
Mstep: Class 10 contains 240104 members
Mstep: Class 11 contains 250652 members
Mstep: Class 12 contains 215727 members
Mstep: Class 13 contains 251983 members
Mstep: Class 14 contains 258921 members
Mstep: Class 15 contains 268622 members
Mstep: Class 16 contains 198194 members
Mstep: Class 17 contains 237726 members
Mstep: Class 18 contains 148548 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539449600.000000 Penalty: 44490.355469
Iteration 23Q: 19 clusters Score -5.394496e+08 nChanged 122270
Entering Unmasked Mstep
Mstep: Class 0 contains 1478 members
Mstep: Class 1 contains 237679 members
Mstep: Class 2 contains 186408 members
Mstep: Class 3 contains 256290 members
Mstep: Class 4 contains 146106 members
Mstep: Class 5 contains 162199 members
Mstep: Class 6 contains 261437 members
Mstep: Class 7 contains 249364 members
Mstep: Class 8 contains 280915 members
Mstep: Class 9 contains 175581 members
Mstep: Class 10 contains 238545 members
Mstep: Class 11 contains 250275 members
Mstep: Class 12 contains 208145 members
Mstep: Class 13 contains 251344 members
Mstep: Class 14 contains 258412 members
Mstep: Class 15 contains 270634 members
Mstep: Class 16 contains 199847 members
Mstep: Class 17 contains 250833 members
Mstep: Class 18 contains 148946 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539481216.000000 Penalty: 44490.355469
Iteration 24Q: 19 clusters Score -5.394812e+08 nChanged 135353
Entering Unmasked Mstep
Mstep: Class 0 contains 1482 members
Mstep: Class 1 contains 237504 members
Mstep: Class 2 contains 185575 members
Mstep: Class 3 contains 257319 members
Mstep: Class 4 contains 146302 members
Mstep: Class 5 contains 164390 members
Mstep: Class 6 contains 258551 members
Mstep: Class 7 contains 253992 members
Mstep: Class 8 contains 281767 members
Mstep: Class 9 contains 173944 members
Mstep: Class 10 contains 237225 members
Mstep: Class 11 contains 252499 members
Mstep: Class 12 contains 207985 members
Mstep: Class 13 contains 252981 members
Mstep: Class 14 contains 259709 members
Mstep: Class 15 contains 273893 members
Mstep: Class 16 contains 200799 members
Mstep: Class 17 contains 239072 members
Mstep: Class 18 contains 149449 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539536320.000000 Penalty: 44490.355469
Iteration 25Q: 19 clusters Score -5.395363e+08 nChanged 139164
Entering Unmasked Mstep
Mstep: Class 0 contains 1480 members
Mstep: Class 1 contains 239348 members
Mstep: Class 2 contains 186445 members
Mstep: Class 3 contains 258581 members
Mstep: Class 4 contains 146211 members
Mstep: Class 5 contains 164972 members
Mstep: Class 6 contains 255569 members
Mstep: Class 7 contains 250010 members
Mstep: Class 8 contains 276760 members
Mstep: Class 9 contains 173203 members
Mstep: Class 10 contains 235378 members
Mstep: Class 11 contains 252212 members
Mstep: Class 12 contains 202383 members
Mstep: Class 13 contains 251030 members
Mstep: Class 14 contains 258818 members
Mstep: Class 15 contains 276436 members
Mstep: Class 16 contains 201870 members
Mstep: Class 17 contains 254137 members
Mstep: Class 18 contains 149595 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539668800.000000 Penalty: 44490.355469
Iteration 26Q: 19 clusters Score -5.396688e+08 nChanged 153953
Entering Unmasked Mstep
Mstep: Class 0 contains 1486 members
Mstep: Class 1 contains 253043 members
Mstep: Class 2 contains 184726 members
Mstep: Class 3 contains 259241 members
Mstep: Class 4 contains 146217 members
Mstep: Class 5 contains 166673 members
Mstep: Class 6 contains 251843 members
Mstep: Class 7 contains 255064 members
Mstep: Class 8 contains 275369 members
Mstep: Class 9 contains 171911 members
Mstep: Class 10 contains 232974 members
Mstep: Class 11 contains 255085 members
Mstep: Class 12 contains 205890 members
Mstep: Class 13 contains 251672 members
Mstep: Class 14 contains 258680 members
Mstep: Class 15 contains 273684 members
Mstep: Class 16 contains 202599 members
Mstep: Class 17 contains 238309 members
Mstep: Class 18 contains 149972 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539752768.000000 Penalty: 44490.355469
Iteration 27Q: 19 clusters Score -5.397528e+08 nChanged 151930
Entering Unmasked Mstep
Mstep: Class 0 contains 1482 members
Mstep: Class 1 contains 261744 members
Mstep: Class 2 contains 185737 members
Mstep: Class 3 contains 260098 members
Mstep: Class 4 contains 145247 members
Mstep: Class 5 contains 166097 members
Mstep: Class 6 contains 247779 members
Mstep: Class 7 contains 249106 members
Mstep: Class 8 contains 272930 members
Mstep: Class 9 contains 170374 members
Mstep: Class 10 contains 230251 members
Mstep: Class 11 contains 256315 members
Mstep: Class 12 contains 204090 members
Mstep: Class 13 contains 249194 members
Mstep: Class 14 contains 256274 members
Mstep: Class 15 contains 268694 members
Mstep: Class 16 contains 203466 members
Mstep: Class 17 contains 255737 members
Mstep: Class 18 contains 149823 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539800512.000000 Penalty: 44490.355469
Iteration 28Q: 19 clusters Score -5.398005e+08 nChanged 143660
Entering Unmasked Mstep
Mstep: Class 0 contains 1486 members
Mstep: Class 1 contains 265697 members
Mstep: Class 2 contains 184083 members
Mstep: Class 3 contains 260329 members
Mstep: Class 4 contains 144696 members
Mstep: Class 5 contains 165965 members
Mstep: Class 6 contains 243656 members
Mstep: Class 7 contains 255372 members
Mstep: Class 8 contains 279325 members
Mstep: Class 9 contains 168679 members
Mstep: Class 10 contains 226892 members
Mstep: Class 11 contains 261169 members
Mstep: Class 12 contains 211130 members
Mstep: Class 13 contains 250308 members
Mstep: Class 14 contains 254742 members
Mstep: Class 15 contains 266681 members
Mstep: Class 16 contains 203791 members
Mstep: Class 17 contains 240473 members
Mstep: Class 18 contains 149964 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539812736.000000 Penalty: 44490.355469
Iteration 29Q: 19 clusters Score -5.398127e+08 nChanged 127647
Entering Unmasked Mstep
Mstep: Class 0 contains 1485 members
Mstep: Class 1 contains 266415 members
Mstep: Class 2 contains 184381 members
Mstep: Class 3 contains 261192 members
Mstep: Class 4 contains 143837 members
Mstep: Class 5 contains 164734 members
Mstep: Class 6 contains 240971 members
Mstep: Class 7 contains 250116 members
Mstep: Class 8 contains 277678 members
Mstep: Class 9 contains 167165 members
Mstep: Class 10 contains 224641 members
Mstep: Class 11 contains 262919 members
Mstep: Class 12 contains 211118 members
Mstep: Class 13 contains 248158 members
Mstep: Class 14 contains 252549 members
Mstep: Class 15 contains 265381 members
Mstep: Class 16 contains 204497 members
Mstep: Class 17 contains 257479 members
Mstep: Class 18 contains 149722 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539856512.000000 Penalty: 44490.355469
Iteration 30Q: 19 clusters Score -5.398565e+08 nChanged 112229
Entering Unmasked Mstep
Mstep: Class 0 contains 1495 members
Mstep: Class 1 contains 269822 members
Mstep: Class 2 contains 182256 members
Mstep: Class 3 contains 261485 members
Mstep: Class 4 contains 143581 members
Mstep: Class 5 contains 164655 members
Mstep: Class 6 contains 239048 members
Mstep: Class 7 contains 257012 members
Mstep: Class 8 contains 281168 members
Mstep: Class 9 contains 165846 members
Mstep: Class 10 contains 221969 members
Mstep: Class 11 contains 266243 members
Mstep: Class 12 contains 215993 members
Mstep: Class 13 contains 248189 members
Mstep: Class 14 contains 251802 members
Mstep: Class 15 contains 264926 members
Mstep: Class 16 contains 204658 members
Mstep: Class 17 contains 244474 members
Mstep: Class 18 contains 149816 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539849344.000000 Penalty: 44490.355469
Iteration 31Q: 19 clusters Score -5.398493e+08 nChanged 98275
Entering Unmasked Mstep
Mstep: Class 0 contains 1491 members
Mstep: Class 1 contains 269608 members
Mstep: Class 2 contains 182132 members
Mstep: Class 3 contains 262432 members
Mstep: Class 4 contains 142991 members
Mstep: Class 5 contains 164232 members
Mstep: Class 6 contains 238121 members
Mstep: Class 7 contains 252160 members
Mstep: Class 8 contains 279833 members
Mstep: Class 9 contains 164887 members
Mstep: Class 10 contains 220262 members
Mstep: Class 11 contains 267131 members
Mstep: Class 12 contains 217249 members
Mstep: Class 13 contains 246878 members
Mstep: Class 14 contains 250308 members
Mstep: Class 15 contains 263782 members
Mstep: Class 16 contains 205204 members
Mstep: Class 17 contains 256139 members
Mstep: Class 18 contains 149598 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539883776.000000 Penalty: 44490.355469
Iteration 32Q: 19 clusters Score -5.398838e+08 nChanged 84140
Entering Unmasked Mstep
Mstep: Class 0 contains 1497 members
Mstep: Class 1 contains 271777 members
Mstep: Class 2 contains 180289 members
Mstep: Class 3 contains 262493 members
Mstep: Class 4 contains 142825 members
Mstep: Class 5 contains 163844 members
Mstep: Class 6 contains 237718 members
Mstep: Class 7 contains 257719 members
Mstep: Class 8 contains 281825 members
Mstep: Class 9 contains 164095 members
Mstep: Class 10 contains 218972 members
Mstep: Class 11 contains 268546 members
Mstep: Class 12 contains 219794 members
Mstep: Class 13 contains 247286 members
Mstep: Class 14 contains 249806 members
Mstep: Class 15 contains 263195 members
Mstep: Class 16 contains 205296 members
Mstep: Class 17 contains 247866 members
Mstep: Class 18 contains 149595 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539879488.000000 Penalty: 44490.355469
Iteration 33Q: 19 clusters Score -5.398795e+08 nChanged 73451
Entering Unmasked Mstep
Mstep: Class 0 contains 1495 members
Mstep: Class 1 contains 271569 members
Mstep: Class 2 contains 179596 members
Mstep: Class 3 contains 263157 members
Mstep: Class 4 contains 142429 members
Mstep: Class 5 contains 163829 members
Mstep: Class 6 contains 237753 members
Mstep: Class 7 contains 254069 members
Mstep: Class 8 contains 280699 members
Mstep: Class 9 contains 163594 members
Mstep: Class 10 contains 218055 members
Mstep: Class 11 contains 269318 members
Mstep: Class 12 contains 220282 members
Mstep: Class 13 contains 247071 members
Mstep: Class 14 contains 249381 members
Mstep: Class 15 contains 262009 members
Mstep: Class 16 contains 205767 members
Mstep: Class 17 contains 254920 members
Mstep: Class 18 contains 149445 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539900608.000000 Penalty: 44490.355469
Iteration 34Q: 19 clusters Score -5.399006e+08 nChanged 63792
Entering Unmasked Mstep
Mstep: Class 0 contains 1498 members
Mstep: Class 1 contains 273145 members
Mstep: Class 2 contains 178515 members
Mstep: Class 3 contains 263250 members
Mstep: Class 4 contains 142291 members
Mstep: Class 5 contains 163543 members
Mstep: Class 6 contains 237914 members
Mstep: Class 7 contains 257930 members
Mstep: Class 8 contains 281456 members
Mstep: Class 9 contains 163261 members
Mstep: Class 10 contains 217234 members
Mstep: Class 11 contains 270586 members
Mstep: Class 12 contains 221135 members
Mstep: Class 13 contains 247416 members
Mstep: Class 14 contains 248789 members
Mstep: Class 15 contains 261199 members
Mstep: Class 16 contains 205863 members
Mstep: Class 17 contains 249994 members
Mstep: Class 18 contains 149419 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539900608.000000 Penalty: 44490.355469
Iteration 35Q: 19 clusters Score -5.399006e+08 nChanged 57659
Entering Unmasked Mstep
Mstep: Class 0 contains 1497 members
Mstep: Class 1 contains 273014 members
Mstep: Class 2 contains 178068 members
Mstep: Class 3 contains 263808 members
Mstep: Class 4 contains 142014 members
Mstep: Class 5 contains 163431 members
Mstep: Class 6 contains 238562 members
Mstep: Class 7 contains 255719 members
Mstep: Class 8 contains 280413 members
Mstep: Class 9 contains 162918 members
Mstep: Class 10 contains 216586 members
Mstep: Class 11 contains 271363 members
Mstep: Class 12 contains 221038 members
Mstep: Class 13 contains 247847 members
Mstep: Class 14 contains 248700 members
Mstep: Class 15 contains 259755 members
Mstep: Class 16 contains 206183 members
Mstep: Class 17 contains 254148 members
Mstep: Class 18 contains 149374 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539916480.000000 Penalty: 44490.355469
Iteration 36Q: 19 clusters Score -5.399165e+08 nChanged 52889
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 273993 members
Mstep: Class 2 contains 177995 members
Mstep: Class 3 contains 264046 members
Mstep: Class 4 contains 141889 members
Mstep: Class 5 contains 163117 members
Mstep: Class 6 contains 239326 members
Mstep: Class 7 contains 258345 members
Mstep: Class 8 contains 280212 members
Mstep: Class 9 contains 162721 members
Mstep: Class 10 contains 215867 members
Mstep: Class 11 contains 272250 members
Mstep: Class 12 contains 221280 members
Mstep: Class 13 contains 248289 members
Mstep: Class 14 contains 248415 members
Mstep: Class 15 contains 258513 members
Mstep: Class 16 contains 206241 members
Mstep: Class 17 contains 251022 members
Mstep: Class 18 contains 149418 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539922048.000000 Penalty: 44490.355469
Iteration 37Q: 19 clusters Score -5.39922e+08 nChanged 50985
Entering Unmasked Mstep
Mstep: Class 0 contains 1498 members
Mstep: Class 1 contains 273758 members
Mstep: Class 2 contains 178509 members
Mstep: Class 3 contains 264489 members
Mstep: Class 4 contains 141624 members
Mstep: Class 5 contains 163078 members
Mstep: Class 6 contains 240164 members
Mstep: Class 7 contains 256996 members
Mstep: Class 8 contains 279120 members
Mstep: Class 9 contains 162709 members
Mstep: Class 10 contains 215275 members
Mstep: Class 11 contains 273126 members
Mstep: Class 12 contains 221157 members
Mstep: Class 13 contains 248223 members
Mstep: Class 14 contains 248878 members
Mstep: Class 15 contains 256649 members
Mstep: Class 16 contains 206453 members
Mstep: Class 17 contains 253332 members
Mstep: Class 18 contains 149400 members
Entering Unmasked Estep
ConsiderDeletion
Score: -539937536.000000 Penalty: 44490.355469
Iteration 38Q: 19 clusters Score -5.399375e+08 nChanged 49220
Entering ConstructFrom:
Score: -539937536.000000 Penalty: 44490.355469
Entering ConstructFrom:
Trying to split cluster 1 (274222 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 274222 members
Entering Unmasked Estep
Score: -39046072.000000 Penalty: 2034.775146
Iteration 0F: 2 clusters Score -3.904607e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136996 members
Mstep: Class 2 contains 137226 members
Entering Unmasked Estep
Score: -39068160.000000 Penalty: 4069.550293
Iteration 0F: 3 clusters Score -3.906816e+07 nChanged 133876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141054 members
Mstep: Class 2 contains 133168 members
Entering Unmasked Estep
Score: -39150228.000000 Penalty: 4069.550293
Iteration 1F: 3 clusters Score -3.915023e+07 nChanged 20474
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131316 members
Mstep: Class 2 contains 142906 members
Entering Unmasked Estep
Score: -39153256.000000 Penalty: 4069.550293
Iteration 2F: 3 clusters Score -3.915326e+07 nChanged 24554
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143672 members
Mstep: Class 2 contains 130550 members
Entering Unmasked Estep
Score: -39155052.000000 Penalty: 4069.550293
Iteration 3F: 3 clusters Score -3.915505e+07 nChanged 29291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127087 members
Mstep: Class 2 contains 147135 members
Entering Unmasked Estep
Score: -39161148.000000 Penalty: 4069.550293
Iteration 4F: 3 clusters Score -3.916115e+07 nChanged 35531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144494 members
Mstep: Class 2 contains 129728 members
Entering Unmasked Estep
Score: -39161376.000000 Penalty: 4069.550293
Iteration 5F: 3 clusters Score -3.916138e+07 nChanged 35896
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125820 members
Mstep: Class 2 contains 148402 members
Entering Unmasked Estep
Score: -39174808.000000 Penalty: 4069.550293
Iteration 6F: 3 clusters Score -3.917481e+07 nChanged 35654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141482 members
Mstep: Class 2 contains 132740 members
Entering Unmasked Estep
Score: -39177488.000000 Penalty: 4069.550293
Iteration 7F: 3 clusters Score -3.917749e+07 nChanged 30271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128065 members
Mstep: Class 2 contains 146157 members
Entering Unmasked Estep
Score: -39196784.000000 Penalty: 4069.550293
Iteration 8F: 3 clusters Score -3.919678e+07 nChanged 24381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136348 members
Mstep: Class 2 contains 137874 members
Entering Unmasked Estep
Score: -39202584.000000 Penalty: 4069.550293
Iteration 9F: 3 clusters Score -3.920258e+07 nChanged 16726
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132228 members
Mstep: Class 2 contains 141994 members
Entering Unmasked Estep
Score: -39209956.000000 Penalty: 4069.550293
Iteration 10F: 3 clusters Score -3.920996e+07 nChanged 9434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134134 members
Mstep: Class 2 contains 140088 members
Entering Unmasked Estep
Score: -39210724.000000 Penalty: 4069.550293
Iteration 11Q: 3 clusters Score -3.921072e+07 nChanged 5926
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133982 members
Mstep: Class 2 contains 140240 members
Entering Unmasked Estep
Score: -39211268.000000 Penalty: 4069.550293
Iteration 12Q: 3 clusters Score -3.921127e+07 nChanged 4746
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134300 members
Mstep: Class 2 contains 139922 members
Entering Unmasked Estep
Score: -39211972.000000 Penalty: 4069.550293
Iteration 13Q: 3 clusters Score -3.921197e+07 nChanged 4480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134384 members
Mstep: Class 2 contains 139838 members
Entering Unmasked Estep
Score: -39212452.000000 Penalty: 4069.550293
Iteration 14Q: 3 clusters Score -3.921245e+07 nChanged 4393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134577 members
Mstep: Class 2 contains 139645 members
Entering Unmasked Estep
Score: -39212988.000000 Penalty: 4069.550293
Iteration 15Q: 3 clusters Score -3.921299e+07 nChanged 4234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134617 members
Mstep: Class 2 contains 139605 members
Entering Unmasked Estep
Score: -39213580.000000 Penalty: 4069.550293
Iteration 16Q: 3 clusters Score -3.921358e+07 nChanged 4152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134811 members
Mstep: Class 2 contains 139411 members
Entering Unmasked Estep
Score: -39214040.000000 Penalty: 4069.550293
Iteration 17Q: 3 clusters Score -3.921404e+07 nChanged 3863
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134980 members
Mstep: Class 2 contains 139242 members
Entering Unmasked Estep
Score: -39214664.000000 Penalty: 4069.550293
Iteration 18Q: 3 clusters Score -3.921466e+07 nChanged 3625
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135177 members
Mstep: Class 2 contains 139045 members
Entering Unmasked Estep
Score: -39215096.000000 Penalty: 4069.550293
Iteration 19Q: 3 clusters Score -3.92151e+07 nChanged 3389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135236 members
Mstep: Class 2 contains 138986 members
Entering Unmasked Estep
Score: -39215440.000000 Penalty: 4069.550293
Iteration 20F: 3 clusters Score -3.921544e+07 nChanged 3060
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135392 members
Mstep: Class 2 contains 138830 members
Entering Unmasked Estep
Score: -39215516.000000 Penalty: 4069.550293
Iteration 21Q: 3 clusters Score -3.921552e+07 nChanged 2848
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135528 members
Mstep: Class 2 contains 138694 members
Entering Unmasked Estep
Score: -39215788.000000 Penalty: 4069.550293
Iteration 22Q: 3 clusters Score -3.921579e+07 nChanged 2534
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135630 members
Mstep: Class 2 contains 138592 members
Entering Unmasked Estep
Score: -39215792.000000 Penalty: 4069.550293
Iteration 23Q: 3 clusters Score -3.921579e+07 nChanged 2308
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135710 members
Mstep: Class 2 contains 138512 members
Entering Unmasked Estep
Score: -39216000.000000 Penalty: 4069.550293
Iteration 24Q: 3 clusters Score -3.9216e+07 nChanged 2072
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135756 members
Mstep: Class 2 contains 138466 members
Entering Unmasked Estep
Score: -39215972.000000 Penalty: 4069.550293
Iteration 25Q: 3 clusters Score -3.921597e+07 nChanged 1871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135909 members
Mstep: Class 2 contains 138313 members
Entering Unmasked Estep
Score: -39216036.000000 Penalty: 4069.550293
Iteration 26Q: 3 clusters Score -3.921604e+07 nChanged 1654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136091 members
Mstep: Class 2 contains 138131 members
Entering Unmasked Estep
Score: -39215920.000000 Penalty: 4069.550293
Iteration 27Q: 3 clusters Score -3.921592e+07 nChanged 1512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136177 members
Mstep: Class 2 contains 138045 members
Entering Unmasked Estep
Score: -39216032.000000 Penalty: 4069.550293
Iteration 28Q: 3 clusters Score -3.921603e+07 nChanged 1288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136343 members
Mstep: Class 2 contains 137879 members
Entering Unmasked Estep
Score: -39215840.000000 Penalty: 4069.550293
Iteration 29Q: 3 clusters Score -3.921584e+07 nChanged 1176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136437 members
Mstep: Class 2 contains 137785 members
Entering Unmasked Estep
Score: -39215808.000000 Penalty: 4069.550293
Iteration 30Q: 3 clusters Score -3.921581e+07 nChanged 1046
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136459 members
Mstep: Class 2 contains 137763 members
Entering Unmasked Estep
Score: -39215824.000000 Penalty: 4069.550293
Iteration 31Q: 3 clusters Score -3.921582e+07 nChanged 938
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136437 members
Mstep: Class 2 contains 137785 members
Entering Unmasked Estep
Score: -39215944.000000 Penalty: 4069.550293
Iteration 32Q: 3 clusters Score -3.921594e+07 nChanged 836
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136475 members
Mstep: Class 2 contains 137747 members
Entering Unmasked Estep
Score: -39215928.000000 Penalty: 4069.550293
Iteration 33Q: 3 clusters Score -3.921593e+07 nChanged 783
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136498 members
Mstep: Class 2 contains 137724 members
Entering Unmasked Estep
Score: -39215872.000000 Penalty: 4069.550293
Iteration 34Q: 3 clusters Score -3.921587e+07 nChanged 727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136519 members
Mstep: Class 2 contains 137703 members
Entering Unmasked Estep
Score: -39215868.000000 Penalty: 4069.550293
Iteration 35Q: 3 clusters Score -3.921587e+07 nChanged 640
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136581 members
Mstep: Class 2 contains 137641 members
Entering Unmasked Estep
Score: -39215880.000000 Penalty: 4069.550293
Iteration 36Q: 3 clusters Score -3.921588e+07 nChanged 535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136668 members
Mstep: Class 2 contains 137554 members
Entering Unmasked Estep
Score: -39215784.000000 Penalty: 4069.550293
Iteration 37Q: 3 clusters Score -3.921578e+07 nChanged 503
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136733 members
Mstep: Class 2 contains 137489 members
Entering Unmasked Estep
Score: -39215708.000000 Penalty: 4069.550293
Iteration 38Q: 3 clusters Score -3.921571e+07 nChanged 442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136785 members
Mstep: Class 2 contains 137437 members
Entering Unmasked Estep
Score: -39215708.000000 Penalty: 4069.550293
Iteration 39Q: 3 clusters Score -3.921571e+07 nChanged 381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136830 members
Mstep: Class 2 contains 137392 members
Entering Unmasked Estep
Score: -39215644.000000 Penalty: 4069.550293
Iteration 40F: 3 clusters Score -3.921564e+07 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136856 members
Mstep: Class 2 contains 137366 members
Entering Unmasked Estep
Score: -39215572.000000 Penalty: 4069.550293
Iteration 41Q: 3 clusters Score -3.921557e+07 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136883 members
Mstep: Class 2 contains 137339 members
Entering Unmasked Estep
Score: -39215616.000000 Penalty: 4069.550293
Iteration 42Q: 3 clusters Score -3.921562e+07 nChanged 284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136901 members
Mstep: Class 2 contains 137321 members
Entering Unmasked Estep
Score: -39215652.000000 Penalty: 4069.550293
Iteration 43Q: 3 clusters Score -3.921565e+07 nChanged 256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136901 members
Mstep: Class 2 contains 137321 members
Entering Unmasked Estep
Score: -39215688.000000 Penalty: 4069.550293
Iteration 44Q: 3 clusters Score -3.921569e+07 nChanged 226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136911 members
Mstep: Class 2 contains 137311 members
Entering Unmasked Estep
Score: -39215696.000000 Penalty: 4069.550293
Iteration 45Q: 3 clusters Score -3.92157e+07 nChanged 208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136937 members
Mstep: Class 2 contains 137285 members
Entering Unmasked Estep
Score: -39215652.000000 Penalty: 4069.550293
Iteration 46Q: 3 clusters Score -3.921565e+07 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136933 members
Mstep: Class 2 contains 137289 members
Entering Unmasked Estep
Score: -39215592.000000 Penalty: 4069.550293
Iteration 47Q: 3 clusters Score -3.921559e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136910 members
Mstep: Class 2 contains 137312 members
Entering Unmasked Estep
Score: -39215676.000000 Penalty: 4069.550293
Iteration 48Q: 3 clusters Score -3.921568e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136897 members
Mstep: Class 2 contains 137325 members
Entering Unmasked Estep
Score: -39215664.000000 Penalty: 4069.550293
Iteration 49Q: 3 clusters Score -3.921566e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136898 members
Mstep: Class 2 contains 137324 members
Entering Unmasked Estep
Score: -39215648.000000 Penalty: 4069.550293
Iteration 50Q: 3 clusters Score -3.921565e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136897 members
Mstep: Class 2 contains 137325 members
Entering Unmasked Estep
Score: -39215656.000000 Penalty: 4069.550293
Iteration 51Q: 3 clusters Score -3.921566e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136906 members
Mstep: Class 2 contains 137316 members
Entering Unmasked Estep
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Iteration 52Q: 3 clusters Score -3.921569e+07 nChanged 87
Entering Unmasked Mstep
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Mstep: Class 1 contains 136915 members
Mstep: Class 2 contains 137307 members
Entering Unmasked Estep
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Iteration 53Q: 3 clusters Score -3.921568e+07 nChanged 74
Entering Unmasked Mstep
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Mstep: Class 1 contains 136939 members
Mstep: Class 2 contains 137283 members
Entering Unmasked Estep
Score: -39215668.000000 Penalty: 4069.550293
Iteration 54Q: 3 clusters Score -3.921567e+07 nChanged 81
Entering Unmasked Mstep
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Mstep: Class 1 contains 136948 members
Mstep: Class 2 contains 137274 members
Entering Unmasked Estep
Score: -39215656.000000 Penalty: 4069.550293
Iteration 55Q: 3 clusters Score -3.921566e+07 nChanged 71
Entering Unmasked Mstep
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Mstep: Class 1 contains 136959 members
Mstep: Class 2 contains 137263 members
Entering Unmasked Estep
Score: -39215644.000000 Penalty: 4069.550293
Iteration 56Q: 3 clusters Score -3.921564e+07 nChanged 66
Entering Unmasked Mstep
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Mstep: Class 1 contains 136955 members
Mstep: Class 2 contains 137267 members
Entering Unmasked Estep
Score: -39215632.000000 Penalty: 4069.550293
Iteration 57Q: 3 clusters Score -3.921563e+07 nChanged 68
Entering Unmasked Mstep
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Mstep: Class 1 contains 136965 members
Mstep: Class 2 contains 137257 members
Entering Unmasked Estep
Score: -39215644.000000 Penalty: 4069.550293
Iteration 58Q: 3 clusters Score -3.921564e+07 nChanged 50
Entering Unmasked Mstep
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Mstep: Class 1 contains 136963 members
Mstep: Class 2 contains 137259 members
Entering Unmasked Estep
Score: -39215648.000000 Penalty: 4069.550293
Iteration 59Q: 3 clusters Score -3.921565e+07 nChanged 56
Entering Unmasked Mstep
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Mstep: Class 1 contains 136967 members
Mstep: Class 2 contains 137255 members
Entering Unmasked Estep
Score: -39215640.000000 Penalty: 4069.550293
Iteration 60F: 3 clusters Score -3.921564e+07 nChanged 51
Entering Unmasked Mstep
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Mstep: Class 1 contains 136966 members
Mstep: Class 2 contains 137256 members
Entering Unmasked Estep
Score: -39215648.000000 Penalty: 4069.550293
Iteration 61Q: 3 clusters Score -3.921565e+07 nChanged 45
Entering Unmasked Mstep
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Mstep: Class 1 contains 136963 members
Mstep: Class 2 contains 137259 members
Entering Unmasked Estep
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Iteration 62Q: 3 clusters Score -3.921566e+07 nChanged 41
Entering Unmasked Mstep
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Mstep: Class 1 contains 136948 members
Mstep: Class 2 contains 137274 members
Entering Unmasked Estep
Score: -39215652.000000 Penalty: 4069.550293
Iteration 63Q: 3 clusters Score -3.921565e+07 nChanged 33
Entering Unmasked Mstep
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Mstep: Class 1 contains 136955 members
Mstep: Class 2 contains 137267 members
Entering Unmasked Estep
Score: -39215644.000000 Penalty: 4069.550293
Iteration 64Q: 3 clusters Score -3.921564e+07 nChanged 23
Entering Unmasked Mstep
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Mstep: Class 1 contains 136958 members
Mstep: Class 2 contains 137264 members
Entering Unmasked Estep
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Iteration 65Q: 3 clusters Score -3.921564e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 1 contains 136956 members
Mstep: Class 2 contains 137266 members
Entering Unmasked Estep
Score: -39215676.000000 Penalty: 4069.550293
Iteration 66Q: 3 clusters Score -3.921568e+07 nChanged 38
Entering Unmasked Mstep
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Mstep: Class 1 contains 136962 members
Mstep: Class 2 contains 137260 members
Entering Unmasked Estep
Score: -39215636.000000 Penalty: 4069.550293
Iteration 67Q: 3 clusters Score -3.921564e+07 nChanged 30
Entering Unmasked Mstep
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Mstep: Class 1 contains 136966 members
Mstep: Class 2 contains 137256 members
Entering Unmasked Estep
Score: -39215632.000000 Penalty: 4069.550293
Iteration 68Q: 3 clusters Score -3.921563e+07 nChanged 27
Entering Unmasked Mstep
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Mstep: Class 1 contains 136971 members
Mstep: Class 2 contains 137251 members
Entering Unmasked Estep
Score: -39215592.000000 Penalty: 4069.550293
Iteration 69Q: 3 clusters Score -3.921559e+07 nChanged 24
Entering Unmasked Mstep
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Mstep: Class 1 contains 136967 members
Mstep: Class 2 contains 137255 members
Entering Unmasked Estep
Score: -39215620.000000 Penalty: 4069.550293
Iteration 70Q: 3 clusters Score -3.921562e+07 nChanged 14
Entering Unmasked Mstep
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Mstep: Class 1 contains 136969 members
Mstep: Class 2 contains 137253 members
Entering Unmasked Estep
Score: -39215644.000000 Penalty: 4069.550293
Iteration 71Q: 3 clusters Score -3.921564e+07 nChanged 13
Entering Unmasked Mstep
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Mstep: Class 1 contains 136970 members
Mstep: Class 2 contains 137252 members
Entering Unmasked Estep
Score: -39215628.000000 Penalty: 4069.550293
Iteration 72Q: 3 clusters Score -3.921563e+07 nChanged 11
Entering Unmasked Mstep
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Mstep: Class 1 contains 136969 members
Mstep: Class 2 contains 137253 members
Entering Unmasked Estep
Score: -39215620.000000 Penalty: 4069.550293
Iteration 73Q: 3 clusters Score -3.921562e+07 nChanged 11
Entering Unmasked Mstep
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Mstep: Class 1 contains 136968 members
Mstep: Class 2 contains 137254 members
Entering Unmasked Estep
Score: -39215608.000000 Penalty: 4069.550293
Iteration 74Q: 3 clusters Score -3.921561e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 136977 members
Mstep: Class 2 contains 137245 members
Entering Unmasked Estep
Score: -39215592.000000 Penalty: 4069.550293
Iteration 75Q: 3 clusters Score -3.921559e+07 nChanged 10
Entering Unmasked Mstep
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Mstep: Class 1 contains 136977 members
Mstep: Class 2 contains 137245 members
Entering Unmasked Estep
Score: -39215568.000000 Penalty: 4069.550293
Iteration 76Q: 3 clusters Score -3.921557e+07 nChanged 12
Entering Unmasked Mstep
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Mstep: Class 1 contains 136971 members
Mstep: Class 2 contains 137251 members
Entering Unmasked Estep
Score: -39215608.000000 Penalty: 4069.550293
Iteration 77Q: 3 clusters Score -3.921561e+07 nChanged 13
Entering Unmasked Mstep
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Mstep: Class 1 contains 136968 members
Mstep: Class 2 contains 137254 members
Entering Unmasked Estep
Score: -39215612.000000 Penalty: 4069.550293
Iteration 78Q: 3 clusters Score -3.921561e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136961 members
Mstep: Class 2 contains 137261 members
Entering Unmasked Estep
Score: -39215624.000000 Penalty: 4069.550293
Iteration 79Q: 3 clusters Score -3.921562e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136963 members
Mstep: Class 2 contains 137259 members
Entering Unmasked Estep
Score: -39215568.000000 Penalty: 4069.550293
Iteration 80F: 3 clusters Score -3.921557e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136965 members
Mstep: Class 2 contains 137257 members
Entering Unmasked Estep
Score: -39215568.000000 Penalty: 4069.550293
Iteration 81Q: 3 clusters Score -3.921557e+07 nChanged 8
Entering Unmasked Mstep
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Mstep: Class 1 contains 136961 members
Mstep: Class 2 contains 137261 members
Entering Unmasked Estep
Score: -39215560.000000 Penalty: 4069.550293
Iteration 82Q: 3 clusters Score -3.921556e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136957 members
Mstep: Class 2 contains 137265 members
Entering Unmasked Estep
Score: -39215580.000000 Penalty: 4069.550293
Iteration 83Q: 3 clusters Score -3.921558e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136959 members
Mstep: Class 2 contains 137263 members
Entering Unmasked Estep
Score: -39215596.000000 Penalty: 4069.550293
Iteration 84Q: 3 clusters Score -3.92156e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136958 members
Mstep: Class 2 contains 137264 members
Entering Unmasked Estep
Score: -39215580.000000 Penalty: 4069.550293
Iteration 85Q: 3 clusters Score -3.921558e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136956 members
Mstep: Class 2 contains 137266 members
Entering Unmasked Estep
Score: -39215588.000000 Penalty: 4069.550293
Iteration 86Q: 3 clusters Score -3.921559e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136957 members
Mstep: Class 2 contains 137265 members
Entering Unmasked Estep
Score: -39215576.000000 Penalty: 4069.550293
Iteration 87Q: 3 clusters Score -3.921558e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136960 members
Mstep: Class 2 contains 137262 members
Entering Unmasked Estep
Score: -39215584.000000 Penalty: 4069.550293
Iteration 88Q: 3 clusters Score -3.921558e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136958 members
Mstep: Class 2 contains 137264 members
Entering Unmasked Estep
Score: -39215600.000000 Penalty: 4069.550293
Iteration 89Q: 3 clusters Score -3.92156e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136955 members
Mstep: Class 2 contains 137267 members
Entering Unmasked Estep
Score: -39215612.000000 Penalty: 4069.550293
Iteration 90Q: 3 clusters Score -3.921561e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136955 members
Mstep: Class 2 contains 137267 members
Entering Unmasked Estep
Score: -39215616.000000 Penalty: 4069.550293
Iteration 91Q: 3 clusters Score -3.921562e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136957 members
Mstep: Class 2 contains 137265 members
Entering Unmasked Estep
Score: -39215600.000000 Penalty: 4069.550293
Iteration 92Q: 3 clusters Score -3.92156e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136957 members
Mstep: Class 2 contains 137265 members
Entering Unmasked Estep
Score: -39215632.000000 Penalty: 4069.550293
Iteration 93Q: 3 clusters Score -3.921563e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136956 members
Mstep: Class 2 contains 137266 members
Entering Unmasked Estep
Score: -39215608.000000 Penalty: 4069.550293
Iteration 94Q: 3 clusters Score -3.921561e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136949 members
Mstep: Class 2 contains 137273 members
Entering Unmasked Estep
Score: -39215620.000000 Penalty: 4069.550293
Iteration 95Q: 3 clusters Score -3.921562e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136946 members
Mstep: Class 2 contains 137276 members
Entering Unmasked Estep
Score: -39215620.000000 Penalty: 4069.550293
Iteration 96Q: 3 clusters Score -3.921562e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136946 members
Mstep: Class 2 contains 137276 members
Entering Unmasked Estep
Score: -39215616.000000 Penalty: 4069.550293
Iteration 97Q: 3 clusters Score -3.921562e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136947 members
Mstep: Class 2 contains 137275 members
Entering Unmasked Estep
Score: -39215628.000000 Penalty: 4069.550293
Iteration 98Q: 3 clusters Score -3.921563e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136947 members
Mstep: Class 2 contains 137275 members
Entering Unmasked Estep
Score: -39215628.000000 Penalty: 4069.550293
Iteration 99Q: 3 clusters Score -3.921563e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136944 members
Mstep: Class 2 contains 137278 members
Entering Unmasked Estep
Score: -39215660.000000 Penalty: 4069.550293
Iteration 100F: 3 clusters Score -3.921566e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136932 members
Mstep: Class 2 contains 137290 members
Entering Unmasked Estep
Score: -39215648.000000 Penalty: 4069.550293
Iteration 101Q: 3 clusters Score -3.921565e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136927 members
Mstep: Class 2 contains 137295 members
Entering Unmasked Estep
Score: -39215616.000000 Penalty: 4069.550293
Iteration 102Q: 3 clusters Score -3.921562e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136926 members
Mstep: Class 2 contains 137296 members
Entering Unmasked Estep
Score: -39215640.000000 Penalty: 4069.550293
Iteration 103Q: 3 clusters Score -3.921564e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136925 members
Mstep: Class 2 contains 137297 members
Entering Unmasked Estep
Score: -39215620.000000 Penalty: 4069.550293
Iteration 104Q: 3 clusters Score -3.921562e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136913 members
Mstep: Class 2 contains 137309 members
Entering Unmasked Estep
Score: -39215652.000000 Penalty: 4069.550293
Iteration 105Q: 3 clusters Score -3.921565e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136911 members
Mstep: Class 2 contains 137311 members
Entering Unmasked Estep
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Iteration 106Q: 3 clusters Score -3.921565e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136908 members
Mstep: Class 2 contains 137314 members
Entering Unmasked Estep
Score: -39215672.000000 Penalty: 4069.550293
Iteration 107Q: 3 clusters Score -3.921567e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136906 members
Mstep: Class 2 contains 137316 members
Entering Unmasked Estep
Score: -39215672.000000 Penalty: 4069.550293
Iteration 108Q: 3 clusters Score -3.921567e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136907 members
Mstep: Class 2 contains 137315 members
Entering Unmasked Estep
Score: -39215676.000000 Penalty: 4069.550293
Iteration 109Q: 3 clusters Score -3.921568e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136912 members
Mstep: Class 2 contains 137310 members
Entering Unmasked Estep
Score: -39215656.000000 Penalty: 4069.550293
Iteration 110Q: 3 clusters Score -3.921566e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136909 members
Mstep: Class 2 contains 137313 members
Entering Unmasked Estep
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Iteration 111Q: 3 clusters Score -3.921567e+07 nChanged 6
Entering Unmasked Mstep
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Mstep: Class 2 contains 137313 members
Entering Unmasked Estep
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Iteration 112Q: 3 clusters Score -3.921566e+07 nChanged 7
Entering Unmasked Mstep
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Mstep: Class 2 contains 137310 members
Entering Unmasked Estep
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Iteration 113Q: 3 clusters Score -3.921566e+07 nChanged 2
Entering Unmasked Mstep
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Mstep: Class 1 contains 136912 members
Mstep: Class 2 contains 137310 members
Entering Unmasked Estep
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Iteration 114Q: 3 clusters Score -3.921566e+07 nChanged 4
Entering Unmasked Mstep
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Mstep: Class 1 contains 136912 members
Mstep: Class 2 contains 137310 members
Entering Unmasked Estep
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Iteration 115Q: 3 clusters Score -3.921567e+07 nChanged 8
Entering Unmasked Mstep
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Mstep: Class 1 contains 136916 members
Mstep: Class 2 contains 137306 members
Entering Unmasked Estep
Score: -39215696.000000 Penalty: 4069.550293
Iteration 116Q: 3 clusters Score -3.92157e+07 nChanged 6
Entering Unmasked Mstep
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Mstep: Class 2 contains 137306 members
Entering Unmasked Estep
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Iteration 117Q: 3 clusters Score -3.921568e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136920 members
Mstep: Class 2 contains 137302 members
Entering Unmasked Estep
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Iteration 118Q: 3 clusters Score -3.921567e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136921 members
Mstep: Class 2 contains 137301 members
Entering Unmasked Estep
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Iteration 119Q: 3 clusters Score -3.921566e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136923 members
Mstep: Class 2 contains 137299 members
Entering Unmasked Estep
Score: -39215632.000000 Penalty: 4069.550293
Iteration 120F: 3 clusters Score -3.921563e+07 nChanged 15
Entering Unmasked Mstep
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Mstep: Class 1 contains 136930 members
Mstep: Class 2 contains 137292 members
Entering Unmasked Estep
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Iteration 121Q: 3 clusters Score -3.921561e+07 nChanged 16
Entering Unmasked Mstep
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Mstep: Class 1 contains 136934 members
Mstep: Class 2 contains 137288 members
Entering Unmasked Estep
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Iteration 122Q: 3 clusters Score -3.921558e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136937 members
Mstep: Class 2 contains 137285 members
Entering Unmasked Estep
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Iteration 123Q: 3 clusters Score -3.92156e+07 nChanged 18
Entering Unmasked Mstep
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Mstep: Class 1 contains 136939 members
Mstep: Class 2 contains 137283 members
Entering Unmasked Estep
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Iteration 124Q: 3 clusters Score -3.92156e+07 nChanged 25
Entering Unmasked Mstep
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Mstep: Class 1 contains 136944 members
Mstep: Class 2 contains 137278 members
Entering Unmasked Estep
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Iteration 125Q: 3 clusters Score -3.921558e+07 nChanged 23
Entering Unmasked Mstep
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Mstep: Class 1 contains 136955 members
Mstep: Class 2 contains 137267 members
Entering Unmasked Estep
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Iteration 126Q: 3 clusters Score -3.921558e+07 nChanged 35
Entering Unmasked Mstep
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Mstep: Class 2 contains 137268 members
Entering Unmasked Estep
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Iteration 127Q: 3 clusters Score -3.921557e+07 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 2 contains 137264 members
Entering Unmasked Estep
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Iteration 128Q: 3 clusters Score -3.921556e+07 nChanged 31
Entering Unmasked Mstep
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Mstep: Class 2 contains 137259 members
Entering Unmasked Estep
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Iteration 129Q: 3 clusters Score -3.921554e+07 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 2 contains 137255 members
Entering Unmasked Estep
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Iteration 130Q: 3 clusters Score -3.92155e+07 nChanged 30
Entering Unmasked Mstep
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Mstep: Class 2 contains 137251 members
Entering Unmasked Estep
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Iteration 131Q: 3 clusters Score -3.921546e+07 nChanged 22
Entering Unmasked Mstep
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Mstep: Class 2 contains 137255 members
Entering Unmasked Estep
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Iteration 132Q: 3 clusters Score -3.92155e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 2 contains 137257 members
Entering Unmasked Estep
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Iteration 133Q: 3 clusters Score -3.921554e+07 nChanged 37
Entering Unmasked Mstep
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Mstep: Class 2 contains 137246 members
Entering Unmasked Estep
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Iteration 134Q: 3 clusters Score -3.92155e+07 nChanged 25
Entering Unmasked Mstep
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Mstep: Class 2 contains 137245 members
Entering Unmasked Estep
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Iteration 135Q: 3 clusters Score -3.921552e+07 nChanged 25
Entering Unmasked Mstep
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Mstep: Class 1 contains 136988 members
Mstep: Class 2 contains 137234 members
Entering Unmasked Estep
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Iteration 136Q: 3 clusters Score -3.921549e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 2 contains 137230 members
Entering Unmasked Estep
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Iteration 137Q: 3 clusters Score -3.92155e+07 nChanged 40
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Mstep: Class 2 contains 137232 members
Entering Unmasked Estep
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Iteration 138Q: 3 clusters Score -3.921551e+07 nChanged 47
Entering Unmasked Mstep
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Mstep: Class 2 contains 137237 members
Entering Unmasked Estep
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Iteration 139Q: 3 clusters Score -3.921552e+07 nChanged 37
Entering Unmasked Mstep
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Mstep: Class 2 contains 137242 members
Entering Unmasked Estep
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Iteration 140F: 3 clusters Score -3.921554e+07 nChanged 38
Entering Unmasked Mstep
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Mstep: Class 2 contains 137236 members
Entering Unmasked Estep
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Iteration 141Q: 3 clusters Score -3.921554e+07 nChanged 48
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Mstep: Class 1 contains 136980 members
Mstep: Class 2 contains 137242 members
Entering Unmasked Estep
Score: -39215544.000000 Penalty: 4069.550293
Iteration 142Q: 3 clusters Score -3.921554e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136978 members
Mstep: Class 2 contains 137244 members
Entering Unmasked Estep
Score: -39215536.000000 Penalty: 4069.550293
Iteration 143Q: 3 clusters Score -3.921554e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136980 members
Mstep: Class 2 contains 137242 members
Entering Unmasked Estep
Score: -39215532.000000 Penalty: 4069.550293
Iteration 144Q: 3 clusters Score -3.921553e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136981 members
Mstep: Class 2 contains 137241 members
Entering Unmasked Estep
Score: -39215516.000000 Penalty: 4069.550293
Iteration 145Q: 3 clusters Score -3.921552e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136987 members
Mstep: Class 2 contains 137235 members
Entering Unmasked Estep
Score: -39215540.000000 Penalty: 4069.550293
Iteration 146Q: 3 clusters Score -3.921554e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136993 members
Mstep: Class 2 contains 137229 members
Entering Unmasked Estep
Score: -39215476.000000 Penalty: 4069.550293
Iteration 147Q: 3 clusters Score -3.921548e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137002 members
Mstep: Class 2 contains 137220 members
Entering Unmasked Estep
Score: -39215512.000000 Penalty: 4069.550293
Iteration 148Q: 3 clusters Score -3.921551e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137016 members
Mstep: Class 2 contains 137206 members
Entering Unmasked Estep
Score: -39215476.000000 Penalty: 4069.550293
Iteration 149Q: 3 clusters Score -3.921548e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137034 members
Mstep: Class 2 contains 137188 members
Entering Unmasked Estep
Score: -39215460.000000 Penalty: 4069.550293
Iteration 150Q: 3 clusters Score -3.921546e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137056 members
Mstep: Class 2 contains 137166 members
Entering Unmasked Estep
Score: -39215456.000000 Penalty: 4069.550293
Iteration 151Q: 3 clusters Score -3.921546e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137068 members
Mstep: Class 2 contains 137154 members
Entering Unmasked Estep
Score: -39215460.000000 Penalty: 4069.550293
Iteration 152Q: 3 clusters Score -3.921546e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137075 members
Mstep: Class 2 contains 137147 members
Entering Unmasked Estep
Score: -39215436.000000 Penalty: 4069.550293
Iteration 153Q: 3 clusters Score -3.921544e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137079 members
Mstep: Class 2 contains 137143 members
Entering Unmasked Estep
Score: -39215428.000000 Penalty: 4069.550293
Iteration 154Q: 3 clusters Score -3.921543e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137083 members
Mstep: Class 2 contains 137139 members
Entering Unmasked Estep
Score: -39215420.000000 Penalty: 4069.550293
Iteration 155Q: 3 clusters Score -3.921542e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137082 members
Mstep: Class 2 contains 137140 members
Entering Unmasked Estep
Score: -39215420.000000 Penalty: 4069.550293
Iteration 156Q: 3 clusters Score -3.921542e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137087 members
Mstep: Class 2 contains 137135 members
Entering Unmasked Estep
Score: -39215420.000000 Penalty: 4069.550293
Iteration 157Q: 3 clusters Score -3.921542e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137093 members
Mstep: Class 2 contains 137129 members
Entering Unmasked Estep
Score: -39215436.000000 Penalty: 4069.550293
Iteration 158Q: 3 clusters Score -3.921544e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137095 members
Mstep: Class 2 contains 137127 members
Entering Unmasked Estep
Score: -39215440.000000 Penalty: 4069.550293
Iteration 159Q: 3 clusters Score -3.921544e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137096 members
Mstep: Class 2 contains 137126 members
Entering Unmasked Estep
Score: -39215452.000000 Penalty: 4069.550293
Iteration 160F: 3 clusters Score -3.921545e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137102 members
Mstep: Class 2 contains 137120 members
Entering Unmasked Estep
Score: -39215452.000000 Penalty: 4069.550293
Iteration 161Q: 3 clusters Score -3.921545e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137100 members
Mstep: Class 2 contains 137122 members
Entering Unmasked Estep
Score: -39215464.000000 Penalty: 4069.550293
Iteration 162Q: 3 clusters Score -3.921546e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137100 members
Mstep: Class 2 contains 137122 members
Entering Unmasked Estep
Score: -39215464.000000 Penalty: 4069.550293
Iteration 163Q: 3 clusters Score -3.921546e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137105 members
Mstep: Class 2 contains 137117 members
Entering Unmasked Estep
Score: -39215444.000000 Penalty: 4069.550293
Iteration 164Q: 3 clusters Score -3.921544e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137106 members
Mstep: Class 2 contains 137116 members
Entering Unmasked Estep
Score: -39215436.000000 Penalty: 4069.550293
Iteration 165Q: 3 clusters Score -3.921544e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137105 members
Mstep: Class 2 contains 137117 members
Entering Unmasked Estep
Score: -39215436.000000 Penalty: 4069.550293
Iteration 166Q: 3 clusters Score -3.921544e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137102 members
Mstep: Class 2 contains 137120 members
Entering Unmasked Estep
Score: -39215408.000000 Penalty: 4069.550293
Iteration 167Q: 3 clusters Score -3.921541e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137101 members
Mstep: Class 2 contains 137121 members
Entering Unmasked Estep
Score: -39215416.000000 Penalty: 4069.550293
Iteration 168Q: 3 clusters Score -3.921542e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137106 members
Mstep: Class 2 contains 137116 members
Entering Unmasked Estep
Score: -39215424.000000 Penalty: 4069.550293
Iteration 169Q: 3 clusters Score -3.921542e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137104 members
Mstep: Class 2 contains 137118 members
Entering Unmasked Estep
Score: -39215428.000000 Penalty: 4069.550293
Iteration 170Q: 3 clusters Score -3.921543e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137107 members
Mstep: Class 2 contains 137115 members
Entering Unmasked Estep
Score: -39215432.000000 Penalty: 4069.550293
Iteration 171Q: 3 clusters Score -3.921543e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137105 members
Mstep: Class 2 contains 137117 members
Entering Unmasked Estep
Score: -39215412.000000 Penalty: 4069.550293
Iteration 172Q: 3 clusters Score -3.921541e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137103 members
Mstep: Class 2 contains 137119 members
Entering Unmasked Estep
Score: -39215404.000000 Penalty: 4069.550293
Iteration 173Q: 3 clusters Score -3.92154e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137107 members
Mstep: Class 2 contains 137115 members
Entering Unmasked Estep
Score: -39215436.000000 Penalty: 4069.550293
Iteration 174Q: 3 clusters Score -3.921544e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137108 members
Mstep: Class 2 contains 137114 members
Entering Unmasked Estep
Score: -39215440.000000 Penalty: 4069.550293
Iteration 175Q: 3 clusters Score -3.921544e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 137113 members
Entering Unmasked Estep
Score: -39215452.000000 Penalty: 4069.550293
Iteration 176Q: 3 clusters Score -3.921545e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 137113 members
Entering Unmasked Estep
Score: -39215452.000000 Penalty: 4069.550293
Iteration 177F: 3 clusters Score -3.921545e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 179937 members
Mstep: Class 3 contains 264840 members
Mstep: Class 4 contains 141436 members
Mstep: Class 5 contains 162843 members
Mstep: Class 6 contains 240988 members
Mstep: Class 7 contains 258466 members
Mstep: Class 8 contains 278555 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Entering Unmasked Estep
Score: -540228736.000000 Penalty: 46962.042969
Splitting cluster 1 changes total score from -539937536.000000 to -540228736.000000
So it's getting split into cluster 19.
Entering ConstructFrom:
Trying to split cluster 2 (179937 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 179937 members
Entering Unmasked Estep
Score: -25799752.000000 Penalty: 1966.308838
Iteration 0F: 2 clusters Score -2.579975e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89990 members
Mstep: Class 2 contains 89947 members
Entering Unmasked Estep
Score: -25783448.000000 Penalty: 3932.617676
Iteration 0F: 3 clusters Score -2.578345e+07 nChanged 87101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101901 members
Mstep: Class 2 contains 78036 members
Entering Unmasked Estep
Score: -25840210.000000 Penalty: 3932.617676
Iteration 1F: 3 clusters Score -2.584021e+07 nChanged 14019
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103394 members
Mstep: Class 2 contains 76543 members
Entering Unmasked Estep
Score: -25846580.000000 Penalty: 3932.617676
Iteration 2F: 3 clusters Score -2.584658e+07 nChanged 12246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103230 members
Mstep: Class 2 contains 76707 members
Entering Unmasked Estep
Score: -25854250.000000 Penalty: 3932.617676
Iteration 3F: 3 clusters Score -2.585425e+07 nChanged 13477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102031 members
Mstep: Class 2 contains 77906 members
Entering Unmasked Estep
Score: -25863658.000000 Penalty: 3932.617676
Iteration 4F: 3 clusters Score -2.586366e+07 nChanged 14081
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99910 members
Mstep: Class 2 contains 80027 members
Entering Unmasked Estep
Score: -25871982.000000 Penalty: 3932.617676
Iteration 5F: 3 clusters Score -2.587198e+07 nChanged 12485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96993 members
Mstep: Class 2 contains 82944 members
Entering Unmasked Estep
Score: -25877804.000000 Penalty: 3932.617676
Iteration 6F: 3 clusters Score -2.58778e+07 nChanged 9758
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94089 members
Mstep: Class 2 contains 85848 members
Entering Unmasked Estep
Score: -25881306.000000 Penalty: 3932.617676
Iteration 7F: 3 clusters Score -2.588131e+07 nChanged 8182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90979 members
Mstep: Class 2 contains 88958 members
Entering Unmasked Estep
Score: -25883462.000000 Penalty: 3932.617676
Iteration 8Q: 3 clusters Score -2.588346e+07 nChanged 7478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87789 members
Mstep: Class 2 contains 92148 members
Entering Unmasked Estep
Score: -25886060.000000 Penalty: 3932.617676
Iteration 9Q: 3 clusters Score -2.588606e+07 nChanged 7502
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84635 members
Mstep: Class 2 contains 95302 members
Entering Unmasked Estep
Score: -25890568.000000 Penalty: 3932.617676
Iteration 10Q: 3 clusters Score -2.589057e+07 nChanged 7822
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81747 members
Mstep: Class 2 contains 98190 members
Entering Unmasked Estep
Score: -25897622.000000 Penalty: 3932.617676
Iteration 11Q: 3 clusters Score -2.589762e+07 nChanged 8270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80133 members
Mstep: Class 2 contains 99804 members
Entering Unmasked Estep
Score: -25908214.000000 Penalty: 3932.617676
Iteration 12Q: 3 clusters Score -2.590821e+07 nChanged 7804
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81893 members
Mstep: Class 2 contains 98044 members
Entering Unmasked Estep
Score: -25913294.000000 Penalty: 3932.617676
Iteration 13Q: 3 clusters Score -2.591329e+07 nChanged 6876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86699 members
Mstep: Class 2 contains 93238 members
Entering Unmasked Estep
Score: -25914494.000000 Penalty: 3932.617676
Iteration 14Q: 3 clusters Score -2.591449e+07 nChanged 6256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92487 members
Mstep: Class 2 contains 87450 members
Entering Unmasked Estep
Score: -25916494.000000 Penalty: 3932.617676
Iteration 15Q: 3 clusters Score -2.591649e+07 nChanged 6418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 98793 members
Mstep: Class 2 contains 81144 members
Entering Unmasked Estep
Score: -25921638.000000 Penalty: 3932.617676
Iteration 16Q: 3 clusters Score -2.592164e+07 nChanged 6347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105106 members
Mstep: Class 2 contains 74831 members
Entering Unmasked Estep
Score: -25935506.000000 Penalty: 3932.617676
Iteration 17Q: 3 clusters Score -2.593551e+07 nChanged 4356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109446 members
Mstep: Class 2 contains 70491 members
Entering Unmasked Estep
Score: -25948510.000000 Penalty: 3932.617676
Iteration 18Q: 3 clusters Score -2.594851e+07 nChanged 1351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110795 members
Mstep: Class 2 contains 69142 members
Entering Unmasked Estep
Score: -25950876.000000 Penalty: 3932.617676
Iteration 19Q: 3 clusters Score -2.595088e+07 nChanged 302
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111097 members
Mstep: Class 2 contains 68840 members
Entering Unmasked Estep
Score: -25951170.000000 Penalty: 3932.617676
Iteration 20F: 3 clusters Score -2.595117e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111171 members
Mstep: Class 2 contains 68766 members
Entering Unmasked Estep
Score: -25951276.000000 Penalty: 3932.617676
Iteration 21Q: 3 clusters Score -2.595128e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111192 members
Mstep: Class 2 contains 68745 members
Entering Unmasked Estep
Score: -25951310.000000 Penalty: 3932.617676
Iteration 22Q: 3 clusters Score -2.595131e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111199 members
Mstep: Class 2 contains 68738 members
Entering Unmasked Estep
Score: -25951346.000000 Penalty: 3932.617676
Iteration 23Q: 3 clusters Score -2.595135e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111200 members
Mstep: Class 2 contains 68737 members
Entering Unmasked Estep
Score: -25951360.000000 Penalty: 3932.617676
Iteration 24Q: 3 clusters Score -2.595136e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111200 members
Mstep: Class 2 contains 68737 members
Entering Unmasked Estep
Score: -25951360.000000 Penalty: 3932.617676
Iteration 25F: 3 clusters Score -2.595136e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 264840 members
Mstep: Class 4 contains 141436 members
Mstep: Class 5 contains 162843 members
Mstep: Class 6 contains 240988 members
Mstep: Class 7 contains 258466 members
Mstep: Class 8 contains 278555 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Entering Unmasked Estep
Score: -540555520.000000 Penalty: 49433.726562
Splitting cluster 2 changes total score from -539937536.000000 to -540555520.000000
So it's getting split into cluster 20.
Entering ConstructFrom:
Trying to split cluster 3 (264840 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 264840 members
Entering Unmasked Estep
Score: -37790240.000000 Penalty: 2029.118164
Iteration 0F: 2 clusters Score -3.779024e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132392 members
Mstep: Class 2 contains 132448 members
Entering Unmasked Estep
Score: -37830800.000000 Penalty: 4058.236328
Iteration 0F: 3 clusters Score -3.78308e+07 nChanged 128694
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140974 members
Mstep: Class 2 contains 123866 members
Entering Unmasked Estep
Score: -37907744.000000 Penalty: 4058.236328
Iteration 1F: 3 clusters Score -3.790774e+07 nChanged 31529
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129083 members
Mstep: Class 2 contains 135757 members
Entering Unmasked Estep
Score: -37912668.000000 Penalty: 4058.236328
Iteration 2F: 3 clusters Score -3.791267e+07 nChanged 29528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134415 members
Mstep: Class 2 contains 130425 members
Entering Unmasked Estep
Score: -37915896.000000 Penalty: 4058.236328
Iteration 3F: 3 clusters Score -3.79159e+07 nChanged 16849
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131670 members
Mstep: Class 2 contains 133170 members
Entering Unmasked Estep
Score: -37923536.000000 Penalty: 4058.236328
Iteration 4F: 3 clusters Score -3.792354e+07 nChanged 16900
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133506 members
Mstep: Class 2 contains 131334 members
Entering Unmasked Estep
Score: -37931840.000000 Penalty: 4058.236328
Iteration 5F: 3 clusters Score -3.793184e+07 nChanged 16902
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133402 members
Mstep: Class 2 contains 131438 members
Entering Unmasked Estep
Score: -37942640.000000 Penalty: 4058.236328
Iteration 6F: 3 clusters Score -3.794264e+07 nChanged 16691
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134073 members
Mstep: Class 2 contains 130767 members
Entering Unmasked Estep
Score: -37952728.000000 Penalty: 4058.236328
Iteration 7F: 3 clusters Score -3.795273e+07 nChanged 14170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134307 members
Mstep: Class 2 contains 130533 members
Entering Unmasked Estep
Score: -37959076.000000 Penalty: 4058.236328
Iteration 8F: 3 clusters Score -3.795908e+07 nChanged 9942
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134649 members
Mstep: Class 2 contains 130191 members
Entering Unmasked Estep
Score: -37961368.000000 Penalty: 4058.236328
Iteration 9Q: 3 clusters Score -3.796137e+07 nChanged 6001
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135184 members
Mstep: Class 2 contains 129656 members
Entering Unmasked Estep
Score: -37961120.000000 Penalty: 4058.236328
Iteration 10Q: 3 clusters Score -3.796112e+07 nChanged 4008
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135706 members
Mstep: Class 2 contains 129134 members
Entering Unmasked Estep
Score: -37960876.000000 Penalty: 4058.236328
Iteration 11Q: 3 clusters Score -3.796088e+07 nChanged 3480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136128 members
Mstep: Class 2 contains 128712 members
Entering Unmasked Estep
Score: -37960600.000000 Penalty: 4058.236328
Iteration 12Q: 3 clusters Score -3.79606e+07 nChanged 3352
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136578 members
Mstep: Class 2 contains 128262 members
Entering Unmasked Estep
Score: -37960412.000000 Penalty: 4058.236328
Iteration 13Q: 3 clusters Score -3.796041e+07 nChanged 3326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137050 members
Mstep: Class 2 contains 127790 members
Entering Unmasked Estep
Score: -37960008.000000 Penalty: 4058.236328
Iteration 14Q: 3 clusters Score -3.796001e+07 nChanged 3109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137429 members
Mstep: Class 2 contains 127411 members
Entering Unmasked Estep
Score: -37959584.000000 Penalty: 4058.236328
Iteration 15Q: 3 clusters Score -3.795958e+07 nChanged 3014
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137751 members
Mstep: Class 2 contains 127089 members
Entering Unmasked Estep
Score: -37959372.000000 Penalty: 4058.236328
Iteration 16Q: 3 clusters Score -3.795937e+07 nChanged 2864
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138171 members
Mstep: Class 2 contains 126669 members
Entering Unmasked Estep
Score: -37959340.000000 Penalty: 4058.236328
Iteration 17Q: 3 clusters Score -3.795934e+07 nChanged 2861
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138442 members
Mstep: Class 2 contains 126398 members
Entering Unmasked Estep
Score: -37959352.000000 Penalty: 4058.236328
Iteration 18Q: 3 clusters Score -3.795935e+07 nChanged 2784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138754 members
Mstep: Class 2 contains 126086 members
Entering Unmasked Estep
Score: -37958984.000000 Penalty: 4058.236328
Iteration 19Q: 3 clusters Score -3.795898e+07 nChanged 2605
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139073 members
Mstep: Class 2 contains 125767 members
Entering Unmasked Estep
Score: -37958712.000000 Penalty: 4058.236328
Iteration 20F: 3 clusters Score -3.795871e+07 nChanged 2524
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139345 members
Mstep: Class 2 contains 125495 members
Entering Unmasked Estep
Score: -37958420.000000 Penalty: 4058.236328
Iteration 21Q: 3 clusters Score -3.795842e+07 nChanged 2412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139549 members
Mstep: Class 2 contains 125291 members
Entering Unmasked Estep
Score: -37958128.000000 Penalty: 4058.236328
Iteration 22Q: 3 clusters Score -3.795813e+07 nChanged 2318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139787 members
Mstep: Class 2 contains 125053 members
Entering Unmasked Estep
Score: -37958100.000000 Penalty: 4058.236328
Iteration 23Q: 3 clusters Score -3.79581e+07 nChanged 2185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140054 members
Mstep: Class 2 contains 124786 members
Entering Unmasked Estep
Score: -37958104.000000 Penalty: 4058.236328
Iteration 24Q: 3 clusters Score -3.79581e+07 nChanged 2038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140266 members
Mstep: Class 2 contains 124574 members
Entering Unmasked Estep
Score: -37957900.000000 Penalty: 4058.236328
Iteration 25Q: 3 clusters Score -3.79579e+07 nChanged 1965
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140583 members
Mstep: Class 2 contains 124257 members
Entering Unmasked Estep
Score: -37957712.000000 Penalty: 4058.236328
Iteration 26Q: 3 clusters Score -3.795771e+07 nChanged 1841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140808 members
Mstep: Class 2 contains 124032 members
Entering Unmasked Estep
Score: -37957532.000000 Penalty: 4058.236328
Iteration 27Q: 3 clusters Score -3.795753e+07 nChanged 1717
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140947 members
Mstep: Class 2 contains 123893 members
Entering Unmasked Estep
Score: -37957416.000000 Penalty: 4058.236328
Iteration 28Q: 3 clusters Score -3.795742e+07 nChanged 1613
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141048 members
Mstep: Class 2 contains 123792 members
Entering Unmasked Estep
Score: -37957416.000000 Penalty: 4058.236328
Iteration 29Q: 3 clusters Score -3.795742e+07 nChanged 1453
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141189 members
Mstep: Class 2 contains 123651 members
Entering Unmasked Estep
Score: -37957308.000000 Penalty: 4058.236328
Iteration 30Q: 3 clusters Score -3.795731e+07 nChanged 1340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141295 members
Mstep: Class 2 contains 123545 members
Entering Unmasked Estep
Score: -37957196.000000 Penalty: 4058.236328
Iteration 31Q: 3 clusters Score -3.79572e+07 nChanged 1247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141428 members
Mstep: Class 2 contains 123412 members
Entering Unmasked Estep
Score: -37956908.000000 Penalty: 4058.236328
Iteration 32Q: 3 clusters Score -3.795691e+07 nChanged 1175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141513 members
Mstep: Class 2 contains 123327 members
Entering Unmasked Estep
Score: -37956796.000000 Penalty: 4058.236328
Iteration 33Q: 3 clusters Score -3.79568e+07 nChanged 1088
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141581 members
Mstep: Class 2 contains 123259 members
Entering Unmasked Estep
Score: -37956900.000000 Penalty: 4058.236328
Iteration 34Q: 3 clusters Score -3.79569e+07 nChanged 984
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141693 members
Mstep: Class 2 contains 123147 members
Entering Unmasked Estep
Score: -37956644.000000 Penalty: 4058.236328
Iteration 35Q: 3 clusters Score -3.795664e+07 nChanged 968
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141753 members
Mstep: Class 2 contains 123087 members
Entering Unmasked Estep
Score: -37956592.000000 Penalty: 4058.236328
Iteration 36Q: 3 clusters Score -3.795659e+07 nChanged 951
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141790 members
Mstep: Class 2 contains 123050 members
Entering Unmasked Estep
Score: -37956676.000000 Penalty: 4058.236328
Iteration 37Q: 3 clusters Score -3.795668e+07 nChanged 822
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141878 members
Mstep: Class 2 contains 122962 members
Entering Unmasked Estep
Score: -37956672.000000 Penalty: 4058.236328
Iteration 38Q: 3 clusters Score -3.795667e+07 nChanged 784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141960 members
Mstep: Class 2 contains 122880 members
Entering Unmasked Estep
Score: -37956600.000000 Penalty: 4058.236328
Iteration 39Q: 3 clusters Score -3.79566e+07 nChanged 751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142015 members
Mstep: Class 2 contains 122825 members
Entering Unmasked Estep
Score: -37956476.000000 Penalty: 4058.236328
Iteration 40F: 3 clusters Score -3.795648e+07 nChanged 723
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141994 members
Mstep: Class 2 contains 122846 members
Entering Unmasked Estep
Score: -37956448.000000 Penalty: 4058.236328
Iteration 41Q: 3 clusters Score -3.795645e+07 nChanged 654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142004 members
Mstep: Class 2 contains 122836 members
Entering Unmasked Estep
Score: -37956496.000000 Penalty: 4058.236328
Iteration 42Q: 3 clusters Score -3.79565e+07 nChanged 607
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142019 members
Mstep: Class 2 contains 122821 members
Entering Unmasked Estep
Score: -37956616.000000 Penalty: 4058.236328
Iteration 43Q: 3 clusters Score -3.795662e+07 nChanged 576
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142053 members
Mstep: Class 2 contains 122787 members
Entering Unmasked Estep
Score: -37956648.000000 Penalty: 4058.236328
Iteration 44Q: 3 clusters Score -3.795665e+07 nChanged 549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142088 members
Mstep: Class 2 contains 122752 members
Entering Unmasked Estep
Score: -37956652.000000 Penalty: 4058.236328
Iteration 45Q: 3 clusters Score -3.795665e+07 nChanged 499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142183 members
Mstep: Class 2 contains 122657 members
Entering Unmasked Estep
Score: -37956300.000000 Penalty: 4058.236328
Iteration 46Q: 3 clusters Score -3.79563e+07 nChanged 499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142248 members
Mstep: Class 2 contains 122592 members
Entering Unmasked Estep
Score: -37956248.000000 Penalty: 4058.236328
Iteration 47Q: 3 clusters Score -3.795625e+07 nChanged 482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142338 members
Mstep: Class 2 contains 122502 members
Entering Unmasked Estep
Score: -37956004.000000 Penalty: 4058.236328
Iteration 48Q: 3 clusters Score -3.7956e+07 nChanged 482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142436 members
Mstep: Class 2 contains 122404 members
Entering Unmasked Estep
Score: -37955760.000000 Penalty: 4058.236328
Iteration 49Q: 3 clusters Score -3.795576e+07 nChanged 467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142551 members
Mstep: Class 2 contains 122289 members
Entering Unmasked Estep
Score: -37955456.000000 Penalty: 4058.236328
Iteration 50Q: 3 clusters Score -3.795546e+07 nChanged 402
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142589 members
Mstep: Class 2 contains 122251 members
Entering Unmasked Estep
Score: -37955312.000000 Penalty: 4058.236328
Iteration 51Q: 3 clusters Score -3.795531e+07 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142642 members
Mstep: Class 2 contains 122198 members
Entering Unmasked Estep
Score: -37955200.000000 Penalty: 4058.236328
Iteration 52Q: 3 clusters Score -3.79552e+07 nChanged 399
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142675 members
Mstep: Class 2 contains 122165 members
Entering Unmasked Estep
Score: -37955204.000000 Penalty: 4058.236328
Iteration 53Q: 3 clusters Score -3.79552e+07 nChanged 397
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142674 members
Mstep: Class 2 contains 122166 members
Entering Unmasked Estep
Score: -37955152.000000 Penalty: 4058.236328
Iteration 54Q: 3 clusters Score -3.795515e+07 nChanged 374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142652 members
Mstep: Class 2 contains 122188 members
Entering Unmasked Estep
Score: -37955248.000000 Penalty: 4058.236328
Iteration 55Q: 3 clusters Score -3.795525e+07 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142685 members
Mstep: Class 2 contains 122155 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 56Q: 3 clusters Score -3.795521e+07 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142704 members
Mstep: Class 2 contains 122136 members
Entering Unmasked Estep
Score: -37955200.000000 Penalty: 4058.236328
Iteration 57Q: 3 clusters Score -3.79552e+07 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142707 members
Mstep: Class 2 contains 122133 members
Entering Unmasked Estep
Score: -37955216.000000 Penalty: 4058.236328
Iteration 58Q: 3 clusters Score -3.795522e+07 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142702 members
Mstep: Class 2 contains 122138 members
Entering Unmasked Estep
Score: -37955324.000000 Penalty: 4058.236328
Iteration 59Q: 3 clusters Score -3.795532e+07 nChanged 282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142710 members
Mstep: Class 2 contains 122130 members
Entering Unmasked Estep
Score: -37955356.000000 Penalty: 4058.236328
Iteration 60F: 3 clusters Score -3.795536e+07 nChanged 293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142719 members
Mstep: Class 2 contains 122121 members
Entering Unmasked Estep
Score: -37955308.000000 Penalty: 4058.236328
Iteration 61Q: 3 clusters Score -3.795531e+07 nChanged 278
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142743 members
Mstep: Class 2 contains 122097 members
Entering Unmasked Estep
Score: -37955320.000000 Penalty: 4058.236328
Iteration 62Q: 3 clusters Score -3.795532e+07 nChanged 228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142751 members
Mstep: Class 2 contains 122089 members
Entering Unmasked Estep
Score: -37955356.000000 Penalty: 4058.236328
Iteration 63Q: 3 clusters Score -3.795536e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142773 members
Mstep: Class 2 contains 122067 members
Entering Unmasked Estep
Score: -37955340.000000 Penalty: 4058.236328
Iteration 64Q: 3 clusters Score -3.795534e+07 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142806 members
Mstep: Class 2 contains 122034 members
Entering Unmasked Estep
Score: -37955288.000000 Penalty: 4058.236328
Iteration 65Q: 3 clusters Score -3.795529e+07 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142851 members
Mstep: Class 2 contains 121989 members
Entering Unmasked Estep
Score: -37955196.000000 Penalty: 4058.236328
Iteration 66Q: 3 clusters Score -3.79552e+07 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142874 members
Mstep: Class 2 contains 121966 members
Entering Unmasked Estep
Score: -37955172.000000 Penalty: 4058.236328
Iteration 67Q: 3 clusters Score -3.795517e+07 nChanged 171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142897 members
Mstep: Class 2 contains 121943 members
Entering Unmasked Estep
Score: -37955092.000000 Penalty: 4058.236328
Iteration 68Q: 3 clusters Score -3.795509e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142908 members
Mstep: Class 2 contains 121932 members
Entering Unmasked Estep
Score: -37955076.000000 Penalty: 4058.236328
Iteration 69Q: 3 clusters Score -3.795508e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142934 members
Mstep: Class 2 contains 121906 members
Entering Unmasked Estep
Score: -37955124.000000 Penalty: 4058.236328
Iteration 70Q: 3 clusters Score -3.795512e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142953 members
Mstep: Class 2 contains 121887 members
Entering Unmasked Estep
Score: -37955068.000000 Penalty: 4058.236328
Iteration 71Q: 3 clusters Score -3.795507e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142957 members
Mstep: Class 2 contains 121883 members
Entering Unmasked Estep
Score: -37955080.000000 Penalty: 4058.236328
Iteration 72Q: 3 clusters Score -3.795508e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142951 members
Mstep: Class 2 contains 121889 members
Entering Unmasked Estep
Score: -37955092.000000 Penalty: 4058.236328
Iteration 73Q: 3 clusters Score -3.795509e+07 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142948 members
Mstep: Class 2 contains 121892 members
Entering Unmasked Estep
Score: -37955144.000000 Penalty: 4058.236328
Iteration 74Q: 3 clusters Score -3.795514e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142950 members
Mstep: Class 2 contains 121890 members
Entering Unmasked Estep
Score: -37955112.000000 Penalty: 4058.236328
Iteration 75Q: 3 clusters Score -3.795511e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142949 members
Mstep: Class 2 contains 121891 members
Entering Unmasked Estep
Score: -37955136.000000 Penalty: 4058.236328
Iteration 76Q: 3 clusters Score -3.795514e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142950 members
Mstep: Class 2 contains 121890 members
Entering Unmasked Estep
Score: -37955168.000000 Penalty: 4058.236328
Iteration 77Q: 3 clusters Score -3.795517e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142954 members
Mstep: Class 2 contains 121886 members
Entering Unmasked Estep
Score: -37955224.000000 Penalty: 4058.236328
Iteration 78Q: 3 clusters Score -3.795522e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142948 members
Mstep: Class 2 contains 121892 members
Entering Unmasked Estep
Score: -37955244.000000 Penalty: 4058.236328
Iteration 79Q: 3 clusters Score -3.795524e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142941 members
Mstep: Class 2 contains 121899 members
Entering Unmasked Estep
Score: -37955276.000000 Penalty: 4058.236328
Iteration 80F: 3 clusters Score -3.795528e+07 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142939 members
Mstep: Class 2 contains 121901 members
Entering Unmasked Estep
Score: -37955288.000000 Penalty: 4058.236328
Iteration 81Q: 3 clusters Score -3.795529e+07 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142931 members
Mstep: Class 2 contains 121909 members
Entering Unmasked Estep
Score: -37955308.000000 Penalty: 4058.236328
Iteration 82Q: 3 clusters Score -3.795531e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142908 members
Mstep: Class 2 contains 121932 members
Entering Unmasked Estep
Score: -37955340.000000 Penalty: 4058.236328
Iteration 83Q: 3 clusters Score -3.795534e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142902 members
Mstep: Class 2 contains 121938 members
Entering Unmasked Estep
Score: -37955380.000000 Penalty: 4058.236328
Iteration 84Q: 3 clusters Score -3.795538e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142890 members
Mstep: Class 2 contains 121950 members
Entering Unmasked Estep
Score: -37955396.000000 Penalty: 4058.236328
Iteration 85Q: 3 clusters Score -3.79554e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142873 members
Mstep: Class 2 contains 121967 members
Entering Unmasked Estep
Score: -37955424.000000 Penalty: 4058.236328
Iteration 86Q: 3 clusters Score -3.795542e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142871 members
Mstep: Class 2 contains 121969 members
Entering Unmasked Estep
Score: -37955412.000000 Penalty: 4058.236328
Iteration 87Q: 3 clusters Score -3.795541e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142879 members
Mstep: Class 2 contains 121961 members
Entering Unmasked Estep
Score: -37955432.000000 Penalty: 4058.236328
Iteration 88Q: 3 clusters Score -3.795543e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142875 members
Mstep: Class 2 contains 121965 members
Entering Unmasked Estep
Score: -37955436.000000 Penalty: 4058.236328
Iteration 89Q: 3 clusters Score -3.795544e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142873 members
Mstep: Class 2 contains 121967 members
Entering Unmasked Estep
Score: -37955432.000000 Penalty: 4058.236328
Iteration 90Q: 3 clusters Score -3.795543e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142879 members
Mstep: Class 2 contains 121961 members
Entering Unmasked Estep
Score: -37955404.000000 Penalty: 4058.236328
Iteration 91Q: 3 clusters Score -3.79554e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142895 members
Mstep: Class 2 contains 121945 members
Entering Unmasked Estep
Score: -37955380.000000 Penalty: 4058.236328
Iteration 92Q: 3 clusters Score -3.795538e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142906 members
Mstep: Class 2 contains 121934 members
Entering Unmasked Estep
Score: -37955344.000000 Penalty: 4058.236328
Iteration 93Q: 3 clusters Score -3.795534e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142924 members
Mstep: Class 2 contains 121916 members
Entering Unmasked Estep
Score: -37955272.000000 Penalty: 4058.236328
Iteration 94Q: 3 clusters Score -3.795527e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142933 members
Mstep: Class 2 contains 121907 members
Entering Unmasked Estep
Score: -37955236.000000 Penalty: 4058.236328
Iteration 95Q: 3 clusters Score -3.795524e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142944 members
Mstep: Class 2 contains 121896 members
Entering Unmasked Estep
Score: -37955248.000000 Penalty: 4058.236328
Iteration 96Q: 3 clusters Score -3.795525e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142960 members
Mstep: Class 2 contains 121880 members
Entering Unmasked Estep
Score: -37955184.000000 Penalty: 4058.236328
Iteration 97Q: 3 clusters Score -3.795518e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142962 members
Mstep: Class 2 contains 121878 members
Entering Unmasked Estep
Score: -37955212.000000 Penalty: 4058.236328
Iteration 98Q: 3 clusters Score -3.795521e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142961 members
Mstep: Class 2 contains 121879 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 99Q: 3 clusters Score -3.795521e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142961 members
Mstep: Class 2 contains 121879 members
Entering Unmasked Estep
Score: -37955172.000000 Penalty: 4058.236328
Iteration 100F: 3 clusters Score -3.795517e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142956 members
Mstep: Class 2 contains 121884 members
Entering Unmasked Estep
Score: -37955184.000000 Penalty: 4058.236328
Iteration 101Q: 3 clusters Score -3.795518e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142950 members
Mstep: Class 2 contains 121890 members
Entering Unmasked Estep
Score: -37955172.000000 Penalty: 4058.236328
Iteration 102Q: 3 clusters Score -3.795517e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142949 members
Mstep: Class 2 contains 121891 members
Entering Unmasked Estep
Score: -37955196.000000 Penalty: 4058.236328
Iteration 103Q: 3 clusters Score -3.79552e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142954 members
Mstep: Class 2 contains 121886 members
Entering Unmasked Estep
Score: -37955172.000000 Penalty: 4058.236328
Iteration 104Q: 3 clusters Score -3.795517e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142954 members
Mstep: Class 2 contains 121886 members
Entering Unmasked Estep
Score: -37955164.000000 Penalty: 4058.236328
Iteration 105Q: 3 clusters Score -3.795516e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142957 members
Mstep: Class 2 contains 121883 members
Entering Unmasked Estep
Score: -37955176.000000 Penalty: 4058.236328
Iteration 106Q: 3 clusters Score -3.795518e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142960 members
Mstep: Class 2 contains 121880 members
Entering Unmasked Estep
Score: -37955156.000000 Penalty: 4058.236328
Iteration 107Q: 3 clusters Score -3.795516e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142959 members
Mstep: Class 2 contains 121881 members
Entering Unmasked Estep
Score: -37955160.000000 Penalty: 4058.236328
Iteration 108Q: 3 clusters Score -3.795516e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142955 members
Mstep: Class 2 contains 121885 members
Entering Unmasked Estep
Score: -37955152.000000 Penalty: 4058.236328
Iteration 109Q: 3 clusters Score -3.795515e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142951 members
Mstep: Class 2 contains 121889 members
Entering Unmasked Estep
Score: -37955172.000000 Penalty: 4058.236328
Iteration 110Q: 3 clusters Score -3.795517e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142951 members
Mstep: Class 2 contains 121889 members
Entering Unmasked Estep
Score: -37955152.000000 Penalty: 4058.236328
Iteration 111Q: 3 clusters Score -3.795515e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142949 members
Mstep: Class 2 contains 121891 members
Entering Unmasked Estep
Score: -37955172.000000 Penalty: 4058.236328
Iteration 112Q: 3 clusters Score -3.795517e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142951 members
Mstep: Class 2 contains 121889 members
Entering Unmasked Estep
Score: -37955184.000000 Penalty: 4058.236328
Iteration 113Q: 3 clusters Score -3.795518e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142950 members
Mstep: Class 2 contains 121890 members
Entering Unmasked Estep
Score: -37955184.000000 Penalty: 4058.236328
Iteration 114Q: 3 clusters Score -3.795518e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142950 members
Mstep: Class 2 contains 121890 members
Entering Unmasked Estep
Score: -37955196.000000 Penalty: 4058.236328
Iteration 115Q: 3 clusters Score -3.79552e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142948 members
Mstep: Class 2 contains 121892 members
Entering Unmasked Estep
Score: -37955228.000000 Penalty: 4058.236328
Iteration 116Q: 3 clusters Score -3.795523e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142948 members
Mstep: Class 2 contains 121892 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 117Q: 3 clusters Score -3.795521e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142949 members
Mstep: Class 2 contains 121891 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 118Q: 3 clusters Score -3.795521e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142949 members
Mstep: Class 2 contains 121891 members
Entering Unmasked Estep
Score: -37955192.000000 Penalty: 4058.236328
Iteration 119Q: 3 clusters Score -3.795519e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142947 members
Mstep: Class 2 contains 121893 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 120F: 3 clusters Score -3.795521e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142946 members
Mstep: Class 2 contains 121894 members
Entering Unmasked Estep
Score: -37955196.000000 Penalty: 4058.236328
Iteration 121Q: 3 clusters Score -3.79552e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142948 members
Mstep: Class 2 contains 121892 members
Entering Unmasked Estep
Score: -37955180.000000 Penalty: 4058.236328
Iteration 122Q: 3 clusters Score -3.795518e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142942 members
Mstep: Class 2 contains 121898 members
Entering Unmasked Estep
Score: -37955228.000000 Penalty: 4058.236328
Iteration 123Q: 3 clusters Score -3.795523e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142938 members
Mstep: Class 2 contains 121902 members
Entering Unmasked Estep
Score: -37955256.000000 Penalty: 4058.236328
Iteration 124Q: 3 clusters Score -3.795526e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142935 members
Mstep: Class 2 contains 121905 members
Entering Unmasked Estep
Score: -37955268.000000 Penalty: 4058.236328
Iteration 125Q: 3 clusters Score -3.795527e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142935 members
Mstep: Class 2 contains 121905 members
Entering Unmasked Estep
Score: -37955260.000000 Penalty: 4058.236328
Iteration 126Q: 3 clusters Score -3.795526e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142939 members
Mstep: Class 2 contains 121901 members
Entering Unmasked Estep
Score: -37955248.000000 Penalty: 4058.236328
Iteration 127Q: 3 clusters Score -3.795525e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142943 members
Mstep: Class 2 contains 121897 members
Entering Unmasked Estep
Score: -37955260.000000 Penalty: 4058.236328
Iteration 128Q: 3 clusters Score -3.795526e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142944 members
Mstep: Class 2 contains 121896 members
Entering Unmasked Estep
Score: -37955252.000000 Penalty: 4058.236328
Iteration 129Q: 3 clusters Score -3.795525e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142947 members
Mstep: Class 2 contains 121893 members
Entering Unmasked Estep
Score: -37955236.000000 Penalty: 4058.236328
Iteration 130Q: 3 clusters Score -3.795524e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142953 members
Mstep: Class 2 contains 121887 members
Entering Unmasked Estep
Score: -37955224.000000 Penalty: 4058.236328
Iteration 131Q: 3 clusters Score -3.795522e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142964 members
Mstep: Class 2 contains 121876 members
Entering Unmasked Estep
Score: -37955184.000000 Penalty: 4058.236328
Iteration 132Q: 3 clusters Score -3.795518e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142969 members
Mstep: Class 2 contains 121871 members
Entering Unmasked Estep
Score: -37955192.000000 Penalty: 4058.236328
Iteration 133Q: 3 clusters Score -3.795519e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142966 members
Mstep: Class 2 contains 121874 members
Entering Unmasked Estep
Score: -37955192.000000 Penalty: 4058.236328
Iteration 134Q: 3 clusters Score -3.795519e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142969 members
Mstep: Class 2 contains 121871 members
Entering Unmasked Estep
Score: -37955192.000000 Penalty: 4058.236328
Iteration 135Q: 3 clusters Score -3.795519e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142968 members
Mstep: Class 2 contains 121872 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 136Q: 3 clusters Score -3.795521e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142970 members
Mstep: Class 2 contains 121870 members
Entering Unmasked Estep
Score: -37955204.000000 Penalty: 4058.236328
Iteration 137Q: 3 clusters Score -3.79552e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142965 members
Mstep: Class 2 contains 121875 members
Entering Unmasked Estep
Score: -37955212.000000 Penalty: 4058.236328
Iteration 138Q: 3 clusters Score -3.795521e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142964 members
Mstep: Class 2 contains 121876 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 139Q: 3 clusters Score -3.795521e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142965 members
Mstep: Class 2 contains 121875 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 140F: 3 clusters Score -3.795521e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142965 members
Mstep: Class 2 contains 121875 members
Entering Unmasked Estep
Score: -37955208.000000 Penalty: 4058.236328
Iteration 141Q: 3 clusters Score -3.795521e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142959 members
Mstep: Class 2 contains 121881 members
Entering Unmasked Estep
Score: -37955236.000000 Penalty: 4058.236328
Iteration 142Q: 3 clusters Score -3.795524e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142958 members
Mstep: Class 2 contains 121882 members
Entering Unmasked Estep
Score: -37955244.000000 Penalty: 4058.236328
Iteration 143Q: 3 clusters Score -3.795524e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142959 members
Mstep: Class 2 contains 121881 members
Entering Unmasked Estep
Score: -37955236.000000 Penalty: 4058.236328
Iteration 144Q: 3 clusters Score -3.795524e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142958 members
Mstep: Class 2 contains 121882 members
Entering Unmasked Estep
Score: -37955264.000000 Penalty: 4058.236328
Iteration 145Q: 3 clusters Score -3.795526e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142953 members
Mstep: Class 2 contains 121887 members
Entering Unmasked Estep
Score: -37955252.000000 Penalty: 4058.236328
Iteration 146Q: 3 clusters Score -3.795525e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142952 members
Mstep: Class 2 contains 121888 members
Entering Unmasked Estep
Score: -37955252.000000 Penalty: 4058.236328
Iteration 147Q: 3 clusters Score -3.795525e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142955 members
Mstep: Class 2 contains 121885 members
Entering Unmasked Estep
Score: -37955260.000000 Penalty: 4058.236328
Iteration 148Q: 3 clusters Score -3.795526e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142958 members
Mstep: Class 2 contains 121882 members
Entering Unmasked Estep
Score: -37955272.000000 Penalty: 4058.236328
Iteration 149Q: 3 clusters Score -3.795527e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142960 members
Mstep: Class 2 contains 121880 members
Entering Unmasked Estep
Score: -37955264.000000 Penalty: 4058.236328
Iteration 150Q: 3 clusters Score -3.795526e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142961 members
Mstep: Class 2 contains 121879 members
Entering Unmasked Estep
Score: -37955244.000000 Penalty: 4058.236328
Iteration 151Q: 3 clusters Score -3.795524e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142963 members
Mstep: Class 2 contains 121877 members
Entering Unmasked Estep
Score: -37955248.000000 Penalty: 4058.236328
Iteration 152Q: 3 clusters Score -3.795525e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142963 members
Mstep: Class 2 contains 121877 members
Entering Unmasked Estep
Score: -37955248.000000 Penalty: 4058.236328
Iteration 153F: 3 clusters Score -3.795525e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 141436 members
Mstep: Class 5 contains 162843 members
Mstep: Class 6 contains 240988 members
Mstep: Class 7 contains 258466 members
Mstep: Class 8 contains 278555 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Entering Unmasked Estep
Score: -540849152.000000 Penalty: 51905.414062
Splitting cluster 3 changes total score from -539937536.000000 to -540849152.000000
So it's getting split into cluster 21.
Entering ConstructFrom:
Trying to split cluster 4 (141436 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141436 members
Entering Unmasked Estep
Score: -19140898.000000 Penalty: 1927.185425
Iteration 0F: 2 clusters Score -1.91409e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70828 members
Mstep: Class 2 contains 70608 members
Entering Unmasked Estep
Score: -19116476.000000 Penalty: 3854.370850
Iteration 0F: 3 clusters Score -1.911648e+07 nChanged 68096
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78780 members
Mstep: Class 2 contains 62656 members
Entering Unmasked Estep
Score: -19164168.000000 Penalty: 3854.370850
Iteration 1F: 3 clusters Score -1.916417e+07 nChanged 16570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83622 members
Mstep: Class 2 contains 57814 members
Entering Unmasked Estep
Score: -19180566.000000 Penalty: 3854.370850
Iteration 2F: 3 clusters Score -1.918057e+07 nChanged 16447
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87059 members
Mstep: Class 2 contains 54377 members
Entering Unmasked Estep
Score: -19199766.000000 Penalty: 3854.370850
Iteration 3F: 3 clusters Score -1.919977e+07 nChanged 14407
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88486 members
Mstep: Class 2 contains 52950 members
Entering Unmasked Estep
Score: -19224528.000000 Penalty: 3854.370850
Iteration 4F: 3 clusters Score -1.922453e+07 nChanged 11781
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86035 members
Mstep: Class 2 contains 55401 members
Entering Unmasked Estep
Score: -19249586.000000 Penalty: 3854.370850
Iteration 5F: 3 clusters Score -1.924959e+07 nChanged 10282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81949 members
Mstep: Class 2 contains 59487 members
Entering Unmasked Estep
Score: -19275980.000000 Penalty: 3854.370850
Iteration 6F: 3 clusters Score -1.927598e+07 nChanged 8889
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78032 members
Mstep: Class 2 contains 63404 members
Entering Unmasked Estep
Score: -19298418.000000 Penalty: 3854.370850
Iteration 7F: 3 clusters Score -1.929842e+07 nChanged 7091
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74635 members
Mstep: Class 2 contains 66801 members
Entering Unmasked Estep
Score: -19312388.000000 Penalty: 3854.370850
Iteration 8F: 3 clusters Score -1.931239e+07 nChanged 5319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71720 members
Mstep: Class 2 contains 69716 members
Entering Unmasked Estep
Score: -19320064.000000 Penalty: 3854.370850
Iteration 9Q: 3 clusters Score -1.932006e+07 nChanged 3610
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69836 members
Mstep: Class 2 contains 71600 members
Entering Unmasked Estep
Score: -19323282.000000 Penalty: 3854.370850
Iteration 10Q: 3 clusters Score -1.932328e+07 nChanged 2325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68667 members
Mstep: Class 2 contains 72769 members
Entering Unmasked Estep
Score: -19324468.000000 Penalty: 3854.370850
Iteration 11Q: 3 clusters Score -1.932447e+07 nChanged 1504
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67945 members
Mstep: Class 2 contains 73491 members
Entering Unmasked Estep
Score: -19324916.000000 Penalty: 3854.370850
Iteration 12Q: 3 clusters Score -1.932492e+07 nChanged 937
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67486 members
Mstep: Class 2 contains 73950 members
Entering Unmasked Estep
Score: -19325042.000000 Penalty: 3854.370850
Iteration 13Q: 3 clusters Score -1.932504e+07 nChanged 567
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67171 members
Mstep: Class 2 contains 74265 members
Entering Unmasked Estep
Score: -19325124.000000 Penalty: 3854.370850
Iteration 14Q: 3 clusters Score -1.932512e+07 nChanged 375
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66934 members
Mstep: Class 2 contains 74502 members
Entering Unmasked Estep
Score: -19325092.000000 Penalty: 3854.370850
Iteration 15Q: 3 clusters Score -1.932509e+07 nChanged 220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66770 members
Mstep: Class 2 contains 74666 members
Entering Unmasked Estep
Score: -19325100.000000 Penalty: 3854.370850
Iteration 16Q: 3 clusters Score -1.93251e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66664 members
Mstep: Class 2 contains 74772 members
Entering Unmasked Estep
Score: -19325106.000000 Penalty: 3854.370850
Iteration 17Q: 3 clusters Score -1.932511e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66608 members
Mstep: Class 2 contains 74828 members
Entering Unmasked Estep
Score: -19325098.000000 Penalty: 3854.370850
Iteration 18Q: 3 clusters Score -1.93251e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66572 members
Mstep: Class 2 contains 74864 members
Entering Unmasked Estep
Score: -19325096.000000 Penalty: 3854.370850
Iteration 19Q: 3 clusters Score -1.93251e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66546 members
Mstep: Class 2 contains 74890 members
Entering Unmasked Estep
Score: -19325108.000000 Penalty: 3854.370850
Iteration 20F: 3 clusters Score -1.932511e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66519 members
Mstep: Class 2 contains 74917 members
Entering Unmasked Estep
Score: -19325108.000000 Penalty: 3854.370850
Iteration 21Q: 3 clusters Score -1.932511e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66501 members
Mstep: Class 2 contains 74935 members
Entering Unmasked Estep
Score: -19325094.000000 Penalty: 3854.370850
Iteration 22Q: 3 clusters Score -1.932509e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66487 members
Mstep: Class 2 contains 74949 members
Entering Unmasked Estep
Score: -19325098.000000 Penalty: 3854.370850
Iteration 23Q: 3 clusters Score -1.93251e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66475 members
Mstep: Class 2 contains 74961 members
Entering Unmasked Estep
Score: -19325102.000000 Penalty: 3854.370850
Iteration 24Q: 3 clusters Score -1.93251e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66467 members
Mstep: Class 2 contains 74969 members
Entering Unmasked Estep
Score: -19325102.000000 Penalty: 3854.370850
Iteration 25Q: 3 clusters Score -1.93251e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66463 members
Mstep: Class 2 contains 74973 members
Entering Unmasked Estep
Score: -19325112.000000 Penalty: 3854.370850
Iteration 26Q: 3 clusters Score -1.932511e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66461 members
Mstep: Class 2 contains 74975 members
Entering Unmasked Estep
Score: -19325120.000000 Penalty: 3854.370850
Iteration 27Q: 3 clusters Score -1.932512e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66459 members
Mstep: Class 2 contains 74977 members
Entering Unmasked Estep
Score: -19325106.000000 Penalty: 3854.370850
Iteration 28Q: 3 clusters Score -1.932511e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66457 members
Mstep: Class 2 contains 74979 members
Entering Unmasked Estep
Score: -19325108.000000 Penalty: 3854.370850
Iteration 29Q: 3 clusters Score -1.932511e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66457 members
Mstep: Class 2 contains 74979 members
Entering Unmasked Estep
Score: -19325108.000000 Penalty: 3854.370850
Iteration 30F: 3 clusters Score -1.932511e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 162843 members
Mstep: Class 6 contains 240988 members
Mstep: Class 7 contains 258466 members
Mstep: Class 8 contains 278555 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Entering Unmasked Estep
Score: -540947008.000000 Penalty: 54377.101562
Splitting cluster 4 changes total score from -539937536.000000 to -540947008.000000
So it's getting split into cluster 22.
Entering ConstructFrom:
Trying to split cluster 5 (162843 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162843 members
Entering Unmasked Estep
Score: -21983532.000000 Penalty: 1950.088013
Iteration 0F: 2 clusters Score -2.198353e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81482 members
Mstep: Class 2 contains 81361 members
Entering Unmasked Estep
Score: -21980394.000000 Penalty: 3900.176025
Iteration 0F: 3 clusters Score -2.198039e+07 nChanged 79199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81199 members
Mstep: Class 2 contains 81644 members
Entering Unmasked Estep
Score: -22041268.000000 Penalty: 3900.176025
Iteration 1F: 3 clusters Score -2.204127e+07 nChanged 16854
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75717 members
Mstep: Class 2 contains 87126 members
Entering Unmasked Estep
Score: -22059972.000000 Penalty: 3900.176025
Iteration 2F: 3 clusters Score -2.205997e+07 nChanged 19606
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69447 members
Mstep: Class 2 contains 93396 members
Entering Unmasked Estep
Score: -22078102.000000 Penalty: 3900.176025
Iteration 3F: 3 clusters Score -2.20781e+07 nChanged 16611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68022 members
Mstep: Class 2 contains 94821 members
Entering Unmasked Estep
Score: -22092898.000000 Penalty: 3900.176025
Iteration 4F: 3 clusters Score -2.20929e+07 nChanged 12633
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69759 members
Mstep: Class 2 contains 93084 members
Entering Unmasked Estep
Score: -22102206.000000 Penalty: 3900.176025
Iteration 5F: 3 clusters Score -2.210221e+07 nChanged 9049
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72918 members
Mstep: Class 2 contains 89925 members
Entering Unmasked Estep
Score: -22107762.000000 Penalty: 3900.176025
Iteration 6F: 3 clusters Score -2.210776e+07 nChanged 6780
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76408 members
Mstep: Class 2 contains 86435 members
Entering Unmasked Estep
Score: -22111672.000000 Penalty: 3900.176025
Iteration 7Q: 3 clusters Score -2.211167e+07 nChanged 5012
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79670 members
Mstep: Class 2 contains 83173 members
Entering Unmasked Estep
Score: -22113846.000000 Penalty: 3900.176025
Iteration 8Q: 3 clusters Score -2.211385e+07 nChanged 3935
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82479 members
Mstep: Class 2 contains 80364 members
Entering Unmasked Estep
Score: -22115392.000000 Penalty: 3900.176025
Iteration 9Q: 3 clusters Score -2.211539e+07 nChanged 3129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84762 members
Mstep: Class 2 contains 78081 members
Entering Unmasked Estep
Score: -22116538.000000 Penalty: 3900.176025
Iteration 10Q: 3 clusters Score -2.211654e+07 nChanged 2571
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86595 members
Mstep: Class 2 contains 76248 members
Entering Unmasked Estep
Score: -22117478.000000 Penalty: 3900.176025
Iteration 11Q: 3 clusters Score -2.211748e+07 nChanged 2207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88042 members
Mstep: Class 2 contains 74801 members
Entering Unmasked Estep
Score: -22118078.000000 Penalty: 3900.176025
Iteration 12Q: 3 clusters Score -2.211808e+07 nChanged 1776
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89100 members
Mstep: Class 2 contains 73743 members
Entering Unmasked Estep
Score: -22118462.000000 Penalty: 3900.176025
Iteration 13Q: 3 clusters Score -2.211846e+07 nChanged 1490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89872 members
Mstep: Class 2 contains 72971 members
Entering Unmasked Estep
Score: -22118880.000000 Penalty: 3900.176025
Iteration 14Q: 3 clusters Score -2.211888e+07 nChanged 1285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90487 members
Mstep: Class 2 contains 72356 members
Entering Unmasked Estep
Score: -22119124.000000 Penalty: 3900.176025
Iteration 15Q: 3 clusters Score -2.211912e+07 nChanged 1121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90912 members
Mstep: Class 2 contains 71931 members
Entering Unmasked Estep
Score: -22119380.000000 Penalty: 3900.176025
Iteration 16Q: 3 clusters Score -2.211938e+07 nChanged 1054
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91248 members
Mstep: Class 2 contains 71595 members
Entering Unmasked Estep
Score: -22119696.000000 Penalty: 3900.176025
Iteration 17Q: 3 clusters Score -2.21197e+07 nChanged 872
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91464 members
Mstep: Class 2 contains 71379 members
Entering Unmasked Estep
Score: -22119806.000000 Penalty: 3900.176025
Iteration 18Q: 3 clusters Score -2.211981e+07 nChanged 723
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91643 members
Mstep: Class 2 contains 71200 members
Entering Unmasked Estep
Score: -22119988.000000 Penalty: 3900.176025
Iteration 19Q: 3 clusters Score -2.211999e+07 nChanged 568
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91817 members
Mstep: Class 2 contains 71026 members
Entering Unmasked Estep
Score: -22120040.000000 Penalty: 3900.176025
Iteration 20F: 3 clusters Score -2.212004e+07 nChanged 563
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92014 members
Mstep: Class 2 contains 70829 members
Entering Unmasked Estep
Score: -22120192.000000 Penalty: 3900.176025
Iteration 21Q: 3 clusters Score -2.212019e+07 nChanged 462
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92182 members
Mstep: Class 2 contains 70661 members
Entering Unmasked Estep
Score: -22120290.000000 Penalty: 3900.176025
Iteration 22Q: 3 clusters Score -2.212029e+07 nChanged 419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92313 members
Mstep: Class 2 contains 70530 members
Entering Unmasked Estep
Score: -22120342.000000 Penalty: 3900.176025
Iteration 23Q: 3 clusters Score -2.212034e+07 nChanged 371
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92424 members
Mstep: Class 2 contains 70419 members
Entering Unmasked Estep
Score: -22120486.000000 Penalty: 3900.176025
Iteration 24Q: 3 clusters Score -2.212049e+07 nChanged 338
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92558 members
Mstep: Class 2 contains 70285 members
Entering Unmasked Estep
Score: -22120566.000000 Penalty: 3900.176025
Iteration 25Q: 3 clusters Score -2.212057e+07 nChanged 327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92689 members
Mstep: Class 2 contains 70154 members
Entering Unmasked Estep
Score: -22120660.000000 Penalty: 3900.176025
Iteration 26Q: 3 clusters Score -2.212066e+07 nChanged 268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92779 members
Mstep: Class 2 contains 70064 members
Entering Unmasked Estep
Score: -22120716.000000 Penalty: 3900.176025
Iteration 27Q: 3 clusters Score -2.212072e+07 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92871 members
Mstep: Class 2 contains 69972 members
Entering Unmasked Estep
Score: -22120758.000000 Penalty: 3900.176025
Iteration 28Q: 3 clusters Score -2.212076e+07 nChanged 208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92959 members
Mstep: Class 2 contains 69884 members
Entering Unmasked Estep
Score: -22120730.000000 Penalty: 3900.176025
Iteration 29Q: 3 clusters Score -2.212073e+07 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93011 members
Mstep: Class 2 contains 69832 members
Entering Unmasked Estep
Score: -22120764.000000 Penalty: 3900.176025
Iteration 30Q: 3 clusters Score -2.212076e+07 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93059 members
Mstep: Class 2 contains 69784 members
Entering Unmasked Estep
Score: -22120764.000000 Penalty: 3900.176025
Iteration 31Q: 3 clusters Score -2.212076e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93097 members
Mstep: Class 2 contains 69746 members
Entering Unmasked Estep
Score: -22120762.000000 Penalty: 3900.176025
Iteration 32Q: 3 clusters Score -2.212076e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93128 members
Mstep: Class 2 contains 69715 members
Entering Unmasked Estep
Score: -22120766.000000 Penalty: 3900.176025
Iteration 33Q: 3 clusters Score -2.212077e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93152 members
Mstep: Class 2 contains 69691 members
Entering Unmasked Estep
Score: -22120732.000000 Penalty: 3900.176025
Iteration 34Q: 3 clusters Score -2.212073e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93168 members
Mstep: Class 2 contains 69675 members
Entering Unmasked Estep
Score: -22120752.000000 Penalty: 3900.176025
Iteration 35Q: 3 clusters Score -2.212075e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93194 members
Mstep: Class 2 contains 69649 members
Entering Unmasked Estep
Score: -22120742.000000 Penalty: 3900.176025
Iteration 36Q: 3 clusters Score -2.212074e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93206 members
Mstep: Class 2 contains 69637 members
Entering Unmasked Estep
Score: -22120752.000000 Penalty: 3900.176025
Iteration 37Q: 3 clusters Score -2.212075e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93219 members
Mstep: Class 2 contains 69624 members
Entering Unmasked Estep
Score: -22120762.000000 Penalty: 3900.176025
Iteration 38Q: 3 clusters Score -2.212076e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93227 members
Mstep: Class 2 contains 69616 members
Entering Unmasked Estep
Score: -22120734.000000 Penalty: 3900.176025
Iteration 39Q: 3 clusters Score -2.212073e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93235 members
Mstep: Class 2 contains 69608 members
Entering Unmasked Estep
Score: -22120772.000000 Penalty: 3900.176025
Iteration 40F: 3 clusters Score -2.212077e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93223 members
Mstep: Class 2 contains 69620 members
Entering Unmasked Estep
Score: -22120770.000000 Penalty: 3900.176025
Iteration 41Q: 3 clusters Score -2.212077e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93202 members
Mstep: Class 2 contains 69641 members
Entering Unmasked Estep
Score: -22120744.000000 Penalty: 3900.176025
Iteration 42Q: 3 clusters Score -2.212074e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93182 members
Mstep: Class 2 contains 69661 members
Entering Unmasked Estep
Score: -22120740.000000 Penalty: 3900.176025
Iteration 43Q: 3 clusters Score -2.212074e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93162 members
Mstep: Class 2 contains 69681 members
Entering Unmasked Estep
Score: -22120762.000000 Penalty: 3900.176025
Iteration 44Q: 3 clusters Score -2.212076e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93134 members
Mstep: Class 2 contains 69709 members
Entering Unmasked Estep
Score: -22120756.000000 Penalty: 3900.176025
Iteration 45Q: 3 clusters Score -2.212076e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93110 members
Mstep: Class 2 contains 69733 members
Entering Unmasked Estep
Score: -22120742.000000 Penalty: 3900.176025
Iteration 46Q: 3 clusters Score -2.212074e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93092 members
Mstep: Class 2 contains 69751 members
Entering Unmasked Estep
Score: -22120740.000000 Penalty: 3900.176025
Iteration 47Q: 3 clusters Score -2.212074e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93073 members
Mstep: Class 2 contains 69770 members
Entering Unmasked Estep
Score: -22120756.000000 Penalty: 3900.176025
Iteration 48Q: 3 clusters Score -2.212076e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93067 members
Mstep: Class 2 contains 69776 members
Entering Unmasked Estep
Score: -22120762.000000 Penalty: 3900.176025
Iteration 49Q: 3 clusters Score -2.212076e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93056 members
Mstep: Class 2 contains 69787 members
Entering Unmasked Estep
Score: -22120766.000000 Penalty: 3900.176025
Iteration 50Q: 3 clusters Score -2.212077e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93061 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -22120764.000000 Penalty: 3900.176025
Iteration 51Q: 3 clusters Score -2.212076e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93061 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -22120754.000000 Penalty: 3900.176025
Iteration 52Q: 3 clusters Score -2.212075e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93061 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -22120744.000000 Penalty: 3900.176025
Iteration 53Q: 3 clusters Score -2.212074e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93064 members
Mstep: Class 2 contains 69779 members
Entering Unmasked Estep
Score: -22120732.000000 Penalty: 3900.176025
Iteration 54Q: 3 clusters Score -2.212073e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93066 members
Mstep: Class 2 contains 69777 members
Entering Unmasked Estep
Score: -22120724.000000 Penalty: 3900.176025
Iteration 55Q: 3 clusters Score -2.212072e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93056 members
Mstep: Class 2 contains 69787 members
Entering Unmasked Estep
Score: -22120748.000000 Penalty: 3900.176025
Iteration 56Q: 3 clusters Score -2.212075e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93057 members
Mstep: Class 2 contains 69786 members
Entering Unmasked Estep
Score: -22120736.000000 Penalty: 3900.176025
Iteration 57Q: 3 clusters Score -2.212074e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93059 members
Mstep: Class 2 contains 69784 members
Entering Unmasked Estep
Score: -22120740.000000 Penalty: 3900.176025
Iteration 58Q: 3 clusters Score -2.212074e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93060 members
Mstep: Class 2 contains 69783 members
Entering Unmasked Estep
Score: -22120740.000000 Penalty: 3900.176025
Iteration 59Q: 3 clusters Score -2.212074e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93062 members
Mstep: Class 2 contains 69781 members
Entering Unmasked Estep
Score: -22120734.000000 Penalty: 3900.176025
Iteration 60F: 3 clusters Score -2.212073e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93062 members
Mstep: Class 2 contains 69781 members
Entering Unmasked Estep
Score: -22120744.000000 Penalty: 3900.176025
Iteration 61Q: 3 clusters Score -2.212074e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93063 members
Mstep: Class 2 contains 69780 members
Entering Unmasked Estep
Score: -22120742.000000 Penalty: 3900.176025
Iteration 62Q: 3 clusters Score -2.212074e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93065 members
Mstep: Class 2 contains 69778 members
Entering Unmasked Estep
Score: -22120716.000000 Penalty: 3900.176025
Iteration 63Q: 3 clusters Score -2.212072e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93062 members
Mstep: Class 2 contains 69781 members
Entering Unmasked Estep
Score: -22120728.000000 Penalty: 3900.176025
Iteration 64Q: 3 clusters Score -2.212073e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93061 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -22120744.000000 Penalty: 3900.176025
Iteration 65Q: 3 clusters Score -2.212074e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93061 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -22120730.000000 Penalty: 3900.176025
Iteration 66Q: 3 clusters Score -2.212073e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93057 members
Mstep: Class 2 contains 69786 members
Entering Unmasked Estep
Score: -22120724.000000 Penalty: 3900.176025
Iteration 67Q: 3 clusters Score -2.212072e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93056 members
Mstep: Class 2 contains 69787 members
Entering Unmasked Estep
Score: -22120716.000000 Penalty: 3900.176025
Iteration 68Q: 3 clusters Score -2.212072e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93056 members
Mstep: Class 2 contains 69787 members
Entering Unmasked Estep
Score: -22120726.000000 Penalty: 3900.176025
Iteration 69Q: 3 clusters Score -2.212073e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93056 members
Mstep: Class 2 contains 69787 members
Entering Unmasked Estep
Score: -22120734.000000 Penalty: 3900.176025
Iteration 70Q: 3 clusters Score -2.212073e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93057 members
Mstep: Class 2 contains 69786 members
Entering Unmasked Estep
Score: -22120728.000000 Penalty: 3900.176025
Iteration 71Q: 3 clusters Score -2.212073e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93057 members
Mstep: Class 2 contains 69786 members
Entering Unmasked Estep
Score: -22120728.000000 Penalty: 3900.176025
Iteration 72F: 3 clusters Score -2.212073e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 240988 members
Mstep: Class 7 contains 258466 members
Mstep: Class 8 contains 278555 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Entering Unmasked Estep
Score: -541031680.000000 Penalty: 56848.785156
Splitting cluster 5 changes total score from -539937536.000000 to -541031680.000000
So it's getting split into cluster 23.
Entering ConstructFrom:
Trying to split cluster 6 (240988 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 240988 members
Entering Unmasked Estep
Score: -33929624.000000 Penalty: 2013.781738
Iteration 0F: 2 clusters Score -3.392962e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120866 members
Mstep: Class 2 contains 120122 members
Entering Unmasked Estep
Score: -33954764.000000 Penalty: 4027.563477
Iteration 0F: 3 clusters Score -3.395476e+07 nChanged 117434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121834 members
Mstep: Class 2 contains 119154 members
Entering Unmasked Estep
Score: -34025936.000000 Penalty: 4027.563477
Iteration 1F: 3 clusters Score -3.402594e+07 nChanged 18261
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121627 members
Mstep: Class 2 contains 119361 members
Entering Unmasked Estep
Score: -34030024.000000 Penalty: 4027.563477
Iteration 2F: 3 clusters Score -3.403002e+07 nChanged 12548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121053 members
Mstep: Class 2 contains 119935 members
Entering Unmasked Estep
Score: -34035072.000000 Penalty: 4027.563477
Iteration 3F: 3 clusters Score -3.403507e+07 nChanged 13839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120486 members
Mstep: Class 2 contains 120502 members
Entering Unmasked Estep
Score: -34041476.000000 Penalty: 4027.563477
Iteration 4F: 3 clusters Score -3.404148e+07 nChanged 14736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119866 members
Mstep: Class 2 contains 121122 members
Entering Unmasked Estep
Score: -34049124.000000 Penalty: 4027.563477
Iteration 5F: 3 clusters Score -3.404912e+07 nChanged 14670
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119280 members
Mstep: Class 2 contains 121708 members
Entering Unmasked Estep
Score: -34056528.000000 Penalty: 4027.563477
Iteration 6F: 3 clusters Score -3.405653e+07 nChanged 13829
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118483 members
Mstep: Class 2 contains 122505 members
Entering Unmasked Estep
Score: -34063832.000000 Penalty: 4027.563477
Iteration 7F: 3 clusters Score -3.406383e+07 nChanged 12382
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117027 members
Mstep: Class 2 contains 123961 members
Entering Unmasked Estep
Score: -34070696.000000 Penalty: 4027.563477
Iteration 8F: 3 clusters Score -3.40707e+07 nChanged 10715
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114774 members
Mstep: Class 2 contains 126214 members
Entering Unmasked Estep
Score: -34076180.000000 Penalty: 4027.563477
Iteration 9Q: 3 clusters Score -3.407618e+07 nChanged 9450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111586 members
Mstep: Class 2 contains 129402 members
Entering Unmasked Estep
Score: -34079628.000000 Penalty: 4027.563477
Iteration 10Q: 3 clusters Score -3.407963e+07 nChanged 8003
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108057 members
Mstep: Class 2 contains 132931 members
Entering Unmasked Estep
Score: -34081588.000000 Penalty: 4027.563477
Iteration 11Q: 3 clusters Score -3.408159e+07 nChanged 6741
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105222 members
Mstep: Class 2 contains 135766 members
Entering Unmasked Estep
Score: -34081456.000000 Penalty: 4027.563477
Iteration 12Q: 3 clusters Score -3.408146e+07 nChanged 5752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103208 members
Mstep: Class 2 contains 137780 members
Entering Unmasked Estep
Score: -34081060.000000 Penalty: 4027.563477
Iteration 13Q: 3 clusters Score -3.408106e+07 nChanged 4981
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101817 members
Mstep: Class 2 contains 139171 members
Entering Unmasked Estep
Score: -34080708.000000 Penalty: 4027.563477
Iteration 14Q: 3 clusters Score -3.408071e+07 nChanged 4516
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100935 members
Mstep: Class 2 contains 140053 members
Entering Unmasked Estep
Score: -34080808.000000 Penalty: 4027.563477
Iteration 15Q: 3 clusters Score -3.408081e+07 nChanged 4349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100340 members
Mstep: Class 2 contains 140648 members
Entering Unmasked Estep
Score: -34080956.000000 Penalty: 4027.563477
Iteration 16Q: 3 clusters Score -3.408096e+07 nChanged 4278
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99890 members
Mstep: Class 2 contains 141098 members
Entering Unmasked Estep
Score: -34081556.000000 Penalty: 4027.563477
Iteration 17Q: 3 clusters Score -3.408156e+07 nChanged 4463
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99691 members
Mstep: Class 2 contains 141297 members
Entering Unmasked Estep
Score: -34083132.000000 Penalty: 4027.563477
Iteration 18Q: 3 clusters Score -3.408313e+07 nChanged 4810
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99611 members
Mstep: Class 2 contains 141377 members
Entering Unmasked Estep
Score: -34084868.000000 Penalty: 4027.563477
Iteration 19Q: 3 clusters Score -3.408487e+07 nChanged 4899
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99762 members
Mstep: Class 2 contains 141226 members
Entering Unmasked Estep
Score: -34087000.000000 Penalty: 4027.563477
Iteration 20F: 3 clusters Score -3.4087e+07 nChanged 4797
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100115 members
Mstep: Class 2 contains 140873 members
Entering Unmasked Estep
Score: -34089260.000000 Penalty: 4027.563477
Iteration 21Q: 3 clusters Score -3.408926e+07 nChanged 4737
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100596 members
Mstep: Class 2 contains 140392 members
Entering Unmasked Estep
Score: -34091516.000000 Penalty: 4027.563477
Iteration 22Q: 3 clusters Score -3.409152e+07 nChanged 4200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101322 members
Mstep: Class 2 contains 139666 members
Entering Unmasked Estep
Score: -34093400.000000 Penalty: 4027.563477
Iteration 23Q: 3 clusters Score -3.40934e+07 nChanged 3665
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102219 members
Mstep: Class 2 contains 138769 members
Entering Unmasked Estep
Score: -34095084.000000 Penalty: 4027.563477
Iteration 24Q: 3 clusters Score -3.409508e+07 nChanged 3188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103119 members
Mstep: Class 2 contains 137869 members
Entering Unmasked Estep
Score: -34096528.000000 Penalty: 4027.563477
Iteration 25Q: 3 clusters Score -3.409653e+07 nChanged 2564
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104051 members
Mstep: Class 2 contains 136937 members
Entering Unmasked Estep
Score: -34097836.000000 Penalty: 4027.563477
Iteration 26Q: 3 clusters Score -3.409784e+07 nChanged 2115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104928 members
Mstep: Class 2 contains 136060 members
Entering Unmasked Estep
Score: -34098720.000000 Penalty: 4027.563477
Iteration 27Q: 3 clusters Score -3.409872e+07 nChanged 1669
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105745 members
Mstep: Class 2 contains 135243 members
Entering Unmasked Estep
Score: -34099512.000000 Penalty: 4027.563477
Iteration 28Q: 3 clusters Score -3.409951e+07 nChanged 1393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106452 members
Mstep: Class 2 contains 134536 members
Entering Unmasked Estep
Score: -34099976.000000 Penalty: 4027.563477
Iteration 29Q: 3 clusters Score -3.409998e+07 nChanged 1123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107029 members
Mstep: Class 2 contains 133959 members
Entering Unmasked Estep
Score: -34100288.000000 Penalty: 4027.563477
Iteration 30Q: 3 clusters Score -3.410029e+07 nChanged 926
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107527 members
Mstep: Class 2 contains 133461 members
Entering Unmasked Estep
Score: -34100616.000000 Penalty: 4027.563477
Iteration 31Q: 3 clusters Score -3.410062e+07 nChanged 766
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107975 members
Mstep: Class 2 contains 133013 members
Entering Unmasked Estep
Score: -34101020.000000 Penalty: 4027.563477
Iteration 32Q: 3 clusters Score -3.410102e+07 nChanged 623
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108348 members
Mstep: Class 2 contains 132640 members
Entering Unmasked Estep
Score: -34101348.000000 Penalty: 4027.563477
Iteration 33Q: 3 clusters Score -3.410135e+07 nChanged 506
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108670 members
Mstep: Class 2 contains 132318 members
Entering Unmasked Estep
Score: -34101476.000000 Penalty: 4027.563477
Iteration 34Q: 3 clusters Score -3.410148e+07 nChanged 425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108943 members
Mstep: Class 2 contains 132045 members
Entering Unmasked Estep
Score: -34101628.000000 Penalty: 4027.563477
Iteration 35Q: 3 clusters Score -3.410163e+07 nChanged 345
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109164 members
Mstep: Class 2 contains 131824 members
Entering Unmasked Estep
Score: -34101776.000000 Penalty: 4027.563477
Iteration 36Q: 3 clusters Score -3.410178e+07 nChanged 296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109366 members
Mstep: Class 2 contains 131622 members
Entering Unmasked Estep
Score: -34101884.000000 Penalty: 4027.563477
Iteration 37Q: 3 clusters Score -3.410188e+07 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109545 members
Mstep: Class 2 contains 131443 members
Entering Unmasked Estep
Score: -34102104.000000 Penalty: 4027.563477
Iteration 38Q: 3 clusters Score -3.41021e+07 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109699 members
Mstep: Class 2 contains 131289 members
Entering Unmasked Estep
Score: -34102244.000000 Penalty: 4027.563477
Iteration 39Q: 3 clusters Score -3.410224e+07 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109826 members
Mstep: Class 2 contains 131162 members
Entering Unmasked Estep
Score: -34102332.000000 Penalty: 4027.563477
Iteration 40F: 3 clusters Score -3.410233e+07 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109945 members
Mstep: Class 2 contains 131043 members
Entering Unmasked Estep
Score: -34102424.000000 Penalty: 4027.563477
Iteration 41Q: 3 clusters Score -3.410242e+07 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110038 members
Mstep: Class 2 contains 130950 members
Entering Unmasked Estep
Score: -34102468.000000 Penalty: 4027.563477
Iteration 42Q: 3 clusters Score -3.410247e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110112 members
Mstep: Class 2 contains 130876 members
Entering Unmasked Estep
Score: -34102452.000000 Penalty: 4027.563477
Iteration 43Q: 3 clusters Score -3.410245e+07 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110173 members
Mstep: Class 2 contains 130815 members
Entering Unmasked Estep
Score: -34102500.000000 Penalty: 4027.563477
Iteration 44Q: 3 clusters Score -3.41025e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110235 members
Mstep: Class 2 contains 130753 members
Entering Unmasked Estep
Score: -34102540.000000 Penalty: 4027.563477
Iteration 45Q: 3 clusters Score -3.410254e+07 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110291 members
Mstep: Class 2 contains 130697 members
Entering Unmasked Estep
Score: -34102548.000000 Penalty: 4027.563477
Iteration 46Q: 3 clusters Score -3.410255e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110358 members
Mstep: Class 2 contains 130630 members
Entering Unmasked Estep
Score: -34102600.000000 Penalty: 4027.563477
Iteration 47Q: 3 clusters Score -3.41026e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110431 members
Mstep: Class 2 contains 130557 members
Entering Unmasked Estep
Score: -34102636.000000 Penalty: 4027.563477
Iteration 48Q: 3 clusters Score -3.410264e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110508 members
Mstep: Class 2 contains 130480 members
Entering Unmasked Estep
Score: -34102692.000000 Penalty: 4027.563477
Iteration 49Q: 3 clusters Score -3.410269e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110572 members
Mstep: Class 2 contains 130416 members
Entering Unmasked Estep
Score: -34102716.000000 Penalty: 4027.563477
Iteration 50Q: 3 clusters Score -3.410272e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110626 members
Mstep: Class 2 contains 130362 members
Entering Unmasked Estep
Score: -34102720.000000 Penalty: 4027.563477
Iteration 51Q: 3 clusters Score -3.410272e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110666 members
Mstep: Class 2 contains 130322 members
Entering Unmasked Estep
Score: -34102696.000000 Penalty: 4027.563477
Iteration 52Q: 3 clusters Score -3.41027e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110695 members
Mstep: Class 2 contains 130293 members
Entering Unmasked Estep
Score: -34102708.000000 Penalty: 4027.563477
Iteration 53Q: 3 clusters Score -3.410271e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110718 members
Mstep: Class 2 contains 130270 members
Entering Unmasked Estep
Score: -34102716.000000 Penalty: 4027.563477
Iteration 54Q: 3 clusters Score -3.410272e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110741 members
Mstep: Class 2 contains 130247 members
Entering Unmasked Estep
Score: -34102744.000000 Penalty: 4027.563477
Iteration 55Q: 3 clusters Score -3.410274e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110750 members
Mstep: Class 2 contains 130238 members
Entering Unmasked Estep
Score: -34102724.000000 Penalty: 4027.563477
Iteration 56Q: 3 clusters Score -3.410272e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110752 members
Mstep: Class 2 contains 130236 members
Entering Unmasked Estep
Score: -34102732.000000 Penalty: 4027.563477
Iteration 57Q: 3 clusters Score -3.410273e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110754 members
Mstep: Class 2 contains 130234 members
Entering Unmasked Estep
Score: -34102716.000000 Penalty: 4027.563477
Iteration 58Q: 3 clusters Score -3.410272e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110759 members
Mstep: Class 2 contains 130229 members
Entering Unmasked Estep
Score: -34102728.000000 Penalty: 4027.563477
Iteration 59Q: 3 clusters Score -3.410273e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110765 members
Mstep: Class 2 contains 130223 members
Entering Unmasked Estep
Score: -34102732.000000 Penalty: 4027.563477
Iteration 60F: 3 clusters Score -3.410273e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110773 members
Mstep: Class 2 contains 130215 members
Entering Unmasked Estep
Score: -34102728.000000 Penalty: 4027.563477
Iteration 61Q: 3 clusters Score -3.410273e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110781 members
Mstep: Class 2 contains 130207 members
Entering Unmasked Estep
Score: -34102712.000000 Penalty: 4027.563477
Iteration 62Q: 3 clusters Score -3.410271e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110789 members
Mstep: Class 2 contains 130199 members
Entering Unmasked Estep
Score: -34102728.000000 Penalty: 4027.563477
Iteration 63Q: 3 clusters Score -3.410273e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110794 members
Mstep: Class 2 contains 130194 members
Entering Unmasked Estep
Score: -34102724.000000 Penalty: 4027.563477
Iteration 64Q: 3 clusters Score -3.410272e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110798 members
Mstep: Class 2 contains 130190 members
Entering Unmasked Estep
Score: -34102712.000000 Penalty: 4027.563477
Iteration 65Q: 3 clusters Score -3.410271e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110801 members
Mstep: Class 2 contains 130187 members
Entering Unmasked Estep
Score: -34102692.000000 Penalty: 4027.563477
Iteration 66Q: 3 clusters Score -3.410269e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110802 members
Mstep: Class 2 contains 130186 members
Entering Unmasked Estep
Score: -34102696.000000 Penalty: 4027.563477
Iteration 67Q: 3 clusters Score -3.41027e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110804 members
Mstep: Class 2 contains 130184 members
Entering Unmasked Estep
Score: -34102704.000000 Penalty: 4027.563477
Iteration 68Q: 3 clusters Score -3.41027e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110807 members
Mstep: Class 2 contains 130181 members
Entering Unmasked Estep
Score: -34102704.000000 Penalty: 4027.563477
Iteration 69Q: 3 clusters Score -3.41027e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110807 members
Mstep: Class 2 contains 130181 members
Entering Unmasked Estep
Score: -34102700.000000 Penalty: 4027.563477
Iteration 70Q: 3 clusters Score -3.41027e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110808 members
Mstep: Class 2 contains 130180 members
Entering Unmasked Estep
Score: -34102700.000000 Penalty: 4027.563477
Iteration 71Q: 3 clusters Score -3.41027e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110809 members
Mstep: Class 2 contains 130179 members
Entering Unmasked Estep
Score: -34102700.000000 Penalty: 4027.563477
Iteration 72Q: 3 clusters Score -3.41027e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110811 members
Mstep: Class 2 contains 130177 members
Entering Unmasked Estep
Score: -34102680.000000 Penalty: 4027.563477
Iteration 73Q: 3 clusters Score -3.410268e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110811 members
Mstep: Class 2 contains 130177 members
Entering Unmasked Estep
Score: -34102680.000000 Penalty: 4027.563477
Iteration 74F: 3 clusters Score -3.410268e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 258466 members
Mstep: Class 8 contains 278555 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Entering Unmasked Estep
Score: -541233344.000000 Penalty: 59320.472656
Splitting cluster 6 changes total score from -539937536.000000 to -541233344.000000
So it's getting split into cluster 24.
Entering ConstructFrom:
Trying to split cluster 7 (258466 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 258466 members
Entering Unmasked Estep
Score: -36397976.000000 Penalty: 2025.159424
Iteration 0F: 2 clusters Score -3.639798e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129765 members
Mstep: Class 2 contains 128701 members
Entering Unmasked Estep
Score: -36423808.000000 Penalty: 4050.318848
Iteration 0F: 3 clusters Score -3.642381e+07 nChanged 126347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105518 members
Mstep: Class 2 contains 152948 members
Entering Unmasked Estep
Score: -36486748.000000 Penalty: 4050.318848
Iteration 1F: 3 clusters Score -3.648675e+07 nChanged 64811
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138761 members
Mstep: Class 2 contains 119705 members
Entering Unmasked Estep
Score: -36501604.000000 Penalty: 4050.318848
Iteration 2F: 3 clusters Score -3.65016e+07 nChanged 46616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123451 members
Mstep: Class 2 contains 135015 members
Entering Unmasked Estep
Score: -36502416.000000 Penalty: 4050.318848
Iteration 3F: 3 clusters Score -3.650242e+07 nChanged 29063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134182 members
Mstep: Class 2 contains 124284 members
Entering Unmasked Estep
Score: -36508552.000000 Penalty: 4050.318848
Iteration 4F: 3 clusters Score -3.650855e+07 nChanged 23360
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126404 members
Mstep: Class 2 contains 132062 members
Entering Unmasked Estep
Score: -36514932.000000 Penalty: 4050.318848
Iteration 5F: 3 clusters Score -3.651493e+07 nChanged 20751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131633 members
Mstep: Class 2 contains 126833 members
Entering Unmasked Estep
Score: -36526900.000000 Penalty: 4050.318848
Iteration 6F: 3 clusters Score -3.65269e+07 nChanged 19352
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129471 members
Mstep: Class 2 contains 128995 members
Entering Unmasked Estep
Score: -36539852.000000 Penalty: 4050.318848
Iteration 7F: 3 clusters Score -3.653985e+07 nChanged 16764
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129817 members
Mstep: Class 2 contains 128649 members
Entering Unmasked Estep
Score: -36549344.000000 Penalty: 4050.318848
Iteration 8F: 3 clusters Score -3.654934e+07 nChanged 12097
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129686 members
Mstep: Class 2 contains 128780 members
Entering Unmasked Estep
Score: -36553124.000000 Penalty: 4050.318848
Iteration 9Q: 3 clusters Score -3.655312e+07 nChanged 6937
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129327 members
Mstep: Class 2 contains 129139 members
Entering Unmasked Estep
Score: -36553956.000000 Penalty: 4050.318848
Iteration 10Q: 3 clusters Score -3.655396e+07 nChanged 4010
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128963 members
Mstep: Class 2 contains 129503 members
Entering Unmasked Estep
Score: -36553964.000000 Penalty: 4050.318848
Iteration 11Q: 3 clusters Score -3.655396e+07 nChanged 2989
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128686 members
Mstep: Class 2 contains 129780 members
Entering Unmasked Estep
Score: -36554536.000000 Penalty: 4050.318848
Iteration 12Q: 3 clusters Score -3.655454e+07 nChanged 2633
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128471 members
Mstep: Class 2 contains 129995 members
Entering Unmasked Estep
Score: -36554860.000000 Penalty: 4050.318848
Iteration 13Q: 3 clusters Score -3.655486e+07 nChanged 2485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128268 members
Mstep: Class 2 contains 130198 members
Entering Unmasked Estep
Score: -36555348.000000 Penalty: 4050.318848
Iteration 14Q: 3 clusters Score -3.655535e+07 nChanged 2346
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128052 members
Mstep: Class 2 contains 130414 members
Entering Unmasked Estep
Score: -36555608.000000 Penalty: 4050.318848
Iteration 15Q: 3 clusters Score -3.655561e+07 nChanged 2255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127885 members
Mstep: Class 2 contains 130581 members
Entering Unmasked Estep
Score: -36555656.000000 Penalty: 4050.318848
Iteration 16Q: 3 clusters Score -3.655566e+07 nChanged 2184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127669 members
Mstep: Class 2 contains 130797 members
Entering Unmasked Estep
Score: -36555448.000000 Penalty: 4050.318848
Iteration 17Q: 3 clusters Score -3.655545e+07 nChanged 2142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127521 members
Mstep: Class 2 contains 130945 members
Entering Unmasked Estep
Score: -36555616.000000 Penalty: 4050.318848
Iteration 18Q: 3 clusters Score -3.655562e+07 nChanged 2114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127419 members
Mstep: Class 2 contains 131047 members
Entering Unmasked Estep
Score: -36555604.000000 Penalty: 4050.318848
Iteration 19Q: 3 clusters Score -3.65556e+07 nChanged 2029
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127352 members
Mstep: Class 2 contains 131114 members
Entering Unmasked Estep
Score: -36555728.000000 Penalty: 4050.318848
Iteration 20F: 3 clusters Score -3.655573e+07 nChanged 2028
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127144 members
Mstep: Class 2 contains 131322 members
Entering Unmasked Estep
Score: -36555948.000000 Penalty: 4050.318848
Iteration 21Q: 3 clusters Score -3.655595e+07 nChanged 1908
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126906 members
Mstep: Class 2 contains 131560 members
Entering Unmasked Estep
Score: -36555968.000000 Penalty: 4050.318848
Iteration 22Q: 3 clusters Score -3.655597e+07 nChanged 1751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126681 members
Mstep: Class 2 contains 131785 members
Entering Unmasked Estep
Score: -36555692.000000 Penalty: 4050.318848
Iteration 23Q: 3 clusters Score -3.655569e+07 nChanged 1771
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126536 members
Mstep: Class 2 contains 131930 members
Entering Unmasked Estep
Score: -36555360.000000 Penalty: 4050.318848
Iteration 24Q: 3 clusters Score -3.655536e+07 nChanged 1684
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126394 members
Mstep: Class 2 contains 132072 members
Entering Unmasked Estep
Score: -36555240.000000 Penalty: 4050.318848
Iteration 25Q: 3 clusters Score -3.655524e+07 nChanged 1653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126297 members
Mstep: Class 2 contains 132169 members
Entering Unmasked Estep
Score: -36555224.000000 Penalty: 4050.318848
Iteration 26Q: 3 clusters Score -3.655522e+07 nChanged 1564
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126231 members
Mstep: Class 2 contains 132235 members
Entering Unmasked Estep
Score: -36555248.000000 Penalty: 4050.318848
Iteration 27Q: 3 clusters Score -3.655525e+07 nChanged 1456
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126195 members
Mstep: Class 2 contains 132271 members
Entering Unmasked Estep
Score: -36555128.000000 Penalty: 4050.318848
Iteration 28Q: 3 clusters Score -3.655513e+07 nChanged 1440
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126151 members
Mstep: Class 2 contains 132315 members
Entering Unmasked Estep
Score: -36555388.000000 Penalty: 4050.318848
Iteration 29Q: 3 clusters Score -3.655539e+07 nChanged 1520
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126057 members
Mstep: Class 2 contains 132409 members
Entering Unmasked Estep
Score: -36555256.000000 Penalty: 4050.318848
Iteration 30Q: 3 clusters Score -3.655526e+07 nChanged 1470
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126043 members
Mstep: Class 2 contains 132423 members
Entering Unmasked Estep
Score: -36555328.000000 Penalty: 4050.318848
Iteration 31Q: 3 clusters Score -3.655533e+07 nChanged 1441
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126062 members
Mstep: Class 2 contains 132404 members
Entering Unmasked Estep
Score: -36555376.000000 Penalty: 4050.318848
Iteration 32Q: 3 clusters Score -3.655538e+07 nChanged 1409
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126053 members
Mstep: Class 2 contains 132413 members
Entering Unmasked Estep
Score: -36555340.000000 Penalty: 4050.318848
Iteration 33Q: 3 clusters Score -3.655534e+07 nChanged 1259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125954 members
Mstep: Class 2 contains 132512 members
Entering Unmasked Estep
Score: -36555096.000000 Penalty: 4050.318848
Iteration 34Q: 3 clusters Score -3.65551e+07 nChanged 1279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125827 members
Mstep: Class 2 contains 132639 members
Entering Unmasked Estep
Score: -36555012.000000 Penalty: 4050.318848
Iteration 35Q: 3 clusters Score -3.655501e+07 nChanged 1324
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125699 members
Mstep: Class 2 contains 132767 members
Entering Unmasked Estep
Score: -36554792.000000 Penalty: 4050.318848
Iteration 36Q: 3 clusters Score -3.655479e+07 nChanged 1338
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125547 members
Mstep: Class 2 contains 132919 members
Entering Unmasked Estep
Score: -36554572.000000 Penalty: 4050.318848
Iteration 37Q: 3 clusters Score -3.655457e+07 nChanged 1379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125404 members
Mstep: Class 2 contains 133062 members
Entering Unmasked Estep
Score: -36554392.000000 Penalty: 4050.318848
Iteration 38Q: 3 clusters Score -3.655439e+07 nChanged 1308
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125314 members
Mstep: Class 2 contains 133152 members
Entering Unmasked Estep
Score: -36554196.000000 Penalty: 4050.318848
Iteration 39Q: 3 clusters Score -3.65542e+07 nChanged 1311
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125245 members
Mstep: Class 2 contains 133221 members
Entering Unmasked Estep
Score: -36554200.000000 Penalty: 4050.318848
Iteration 40F: 3 clusters Score -3.65542e+07 nChanged 1318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125225 members
Mstep: Class 2 contains 133241 members
Entering Unmasked Estep
Score: -36554036.000000 Penalty: 4050.318848
Iteration 41Q: 3 clusters Score -3.655404e+07 nChanged 1305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125176 members
Mstep: Class 2 contains 133290 members
Entering Unmasked Estep
Score: -36553872.000000 Penalty: 4050.318848
Iteration 42Q: 3 clusters Score -3.655387e+07 nChanged 1301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125085 members
Mstep: Class 2 contains 133381 members
Entering Unmasked Estep
Score: -36553768.000000 Penalty: 4050.318848
Iteration 43Q: 3 clusters Score -3.655377e+07 nChanged 1260
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124953 members
Mstep: Class 2 contains 133513 members
Entering Unmasked Estep
Score: -36553412.000000 Penalty: 4050.318848
Iteration 44Q: 3 clusters Score -3.655341e+07 nChanged 1216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124839 members
Mstep: Class 2 contains 133627 members
Entering Unmasked Estep
Score: -36553320.000000 Penalty: 4050.318848
Iteration 45Q: 3 clusters Score -3.655332e+07 nChanged 1183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124718 members
Mstep: Class 2 contains 133748 members
Entering Unmasked Estep
Score: -36553068.000000 Penalty: 4050.318848
Iteration 46Q: 3 clusters Score -3.655307e+07 nChanged 1173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124669 members
Mstep: Class 2 contains 133797 members
Entering Unmasked Estep
Score: -36552952.000000 Penalty: 4050.318848
Iteration 47Q: 3 clusters Score -3.655295e+07 nChanged 1155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124638 members
Mstep: Class 2 contains 133828 members
Entering Unmasked Estep
Score: -36552872.000000 Penalty: 4050.318848
Iteration 48Q: 3 clusters Score -3.655287e+07 nChanged 1115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124521 members
Mstep: Class 2 contains 133945 members
Entering Unmasked Estep
Score: -36552580.000000 Penalty: 4050.318848
Iteration 49Q: 3 clusters Score -3.655258e+07 nChanged 1076
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124407 members
Mstep: Class 2 contains 134059 members
Entering Unmasked Estep
Score: -36552232.000000 Penalty: 4050.318848
Iteration 50Q: 3 clusters Score -3.655223e+07 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124307 members
Mstep: Class 2 contains 134159 members
Entering Unmasked Estep
Score: -36551956.000000 Penalty: 4050.318848
Iteration 51Q: 3 clusters Score -3.655196e+07 nChanged 1026
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124263 members
Mstep: Class 2 contains 134203 members
Entering Unmasked Estep
Score: -36551672.000000 Penalty: 4050.318848
Iteration 52Q: 3 clusters Score -3.655167e+07 nChanged 976
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124223 members
Mstep: Class 2 contains 134243 members
Entering Unmasked Estep
Score: -36551480.000000 Penalty: 4050.318848
Iteration 53Q: 3 clusters Score -3.655148e+07 nChanged 942
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124285 members
Mstep: Class 2 contains 134181 members
Entering Unmasked Estep
Score: -36551576.000000 Penalty: 4050.318848
Iteration 54Q: 3 clusters Score -3.655158e+07 nChanged 921
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124346 members
Mstep: Class 2 contains 134120 members
Entering Unmasked Estep
Score: -36551492.000000 Penalty: 4050.318848
Iteration 55Q: 3 clusters Score -3.655149e+07 nChanged 885
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124357 members
Mstep: Class 2 contains 134109 members
Entering Unmasked Estep
Score: -36551452.000000 Penalty: 4050.318848
Iteration 56Q: 3 clusters Score -3.655145e+07 nChanged 832
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124347 members
Mstep: Class 2 contains 134119 members
Entering Unmasked Estep
Score: -36551392.000000 Penalty: 4050.318848
Iteration 57Q: 3 clusters Score -3.655139e+07 nChanged 811
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124362 members
Mstep: Class 2 contains 134104 members
Entering Unmasked Estep
Score: -36551368.000000 Penalty: 4050.318848
Iteration 58Q: 3 clusters Score -3.655137e+07 nChanged 761
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124443 members
Mstep: Class 2 contains 134023 members
Entering Unmasked Estep
Score: -36551468.000000 Penalty: 4050.318848
Iteration 59Q: 3 clusters Score -3.655147e+07 nChanged 659
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124474 members
Mstep: Class 2 contains 133992 members
Entering Unmasked Estep
Score: -36551588.000000 Penalty: 4050.318848
Iteration 60F: 3 clusters Score -3.655159e+07 nChanged 630
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124508 members
Mstep: Class 2 contains 133958 members
Entering Unmasked Estep
Score: -36551644.000000 Penalty: 4050.318848
Iteration 61Q: 3 clusters Score -3.655164e+07 nChanged 677
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124537 members
Mstep: Class 2 contains 133929 members
Entering Unmasked Estep
Score: -36551524.000000 Penalty: 4050.318848
Iteration 62Q: 3 clusters Score -3.655152e+07 nChanged 706
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124573 members
Mstep: Class 2 contains 133893 members
Entering Unmasked Estep
Score: -36551636.000000 Penalty: 4050.318848
Iteration 63Q: 3 clusters Score -3.655164e+07 nChanged 727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124592 members
Mstep: Class 2 contains 133874 members
Entering Unmasked Estep
Score: -36551600.000000 Penalty: 4050.318848
Iteration 64Q: 3 clusters Score -3.65516e+07 nChanged 689
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124609 members
Mstep: Class 2 contains 133857 members
Entering Unmasked Estep
Score: -36551520.000000 Penalty: 4050.318848
Iteration 65Q: 3 clusters Score -3.655152e+07 nChanged 718
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124619 members
Mstep: Class 2 contains 133847 members
Entering Unmasked Estep
Score: -36551516.000000 Penalty: 4050.318848
Iteration 66Q: 3 clusters Score -3.655152e+07 nChanged 715
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124628 members
Mstep: Class 2 contains 133838 members
Entering Unmasked Estep
Score: -36551404.000000 Penalty: 4050.318848
Iteration 67Q: 3 clusters Score -3.65514e+07 nChanged 613
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124661 members
Mstep: Class 2 contains 133805 members
Entering Unmasked Estep
Score: -36551436.000000 Penalty: 4050.318848
Iteration 68Q: 3 clusters Score -3.655144e+07 nChanged 584
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124671 members
Mstep: Class 2 contains 133795 members
Entering Unmasked Estep
Score: -36551368.000000 Penalty: 4050.318848
Iteration 69Q: 3 clusters Score -3.655137e+07 nChanged 584
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124643 members
Mstep: Class 2 contains 133823 members
Entering Unmasked Estep
Score: -36551292.000000 Penalty: 4050.318848
Iteration 70Q: 3 clusters Score -3.655129e+07 nChanged 591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124700 members
Mstep: Class 2 contains 133766 members
Entering Unmasked Estep
Score: -36551328.000000 Penalty: 4050.318848
Iteration 71Q: 3 clusters Score -3.655133e+07 nChanged 576
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124780 members
Mstep: Class 2 contains 133686 members
Entering Unmasked Estep
Score: -36551540.000000 Penalty: 4050.318848
Iteration 72Q: 3 clusters Score -3.655154e+07 nChanged 573
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124843 members
Mstep: Class 2 contains 133623 members
Entering Unmasked Estep
Score: -36551692.000000 Penalty: 4050.318848
Iteration 73Q: 3 clusters Score -3.655169e+07 nChanged 571
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124882 members
Mstep: Class 2 contains 133584 members
Entering Unmasked Estep
Score: -36551720.000000 Penalty: 4050.318848
Iteration 74Q: 3 clusters Score -3.655172e+07 nChanged 569
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124911 members
Mstep: Class 2 contains 133555 members
Entering Unmasked Estep
Score: -36551816.000000 Penalty: 4050.318848
Iteration 75Q: 3 clusters Score -3.655182e+07 nChanged 559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124898 members
Mstep: Class 2 contains 133568 members
Entering Unmasked Estep
Score: -36551708.000000 Penalty: 4050.318848
Iteration 76Q: 3 clusters Score -3.655171e+07 nChanged 566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124876 members
Mstep: Class 2 contains 133590 members
Entering Unmasked Estep
Score: -36551556.000000 Penalty: 4050.318848
Iteration 77Q: 3 clusters Score -3.655156e+07 nChanged 502
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124848 members
Mstep: Class 2 contains 133618 members
Entering Unmasked Estep
Score: -36551400.000000 Penalty: 4050.318848
Iteration 78Q: 3 clusters Score -3.65514e+07 nChanged 480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124820 members
Mstep: Class 2 contains 133646 members
Entering Unmasked Estep
Score: -36551368.000000 Penalty: 4050.318848
Iteration 79Q: 3 clusters Score -3.655137e+07 nChanged 478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124800 members
Mstep: Class 2 contains 133666 members
Entering Unmasked Estep
Score: -36551204.000000 Penalty: 4050.318848
Iteration 80F: 3 clusters Score -3.65512e+07 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124801 members
Mstep: Class 2 contains 133665 members
Entering Unmasked Estep
Score: -36551136.000000 Penalty: 4050.318848
Iteration 81Q: 3 clusters Score -3.655114e+07 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124786 members
Mstep: Class 2 contains 133680 members
Entering Unmasked Estep
Score: -36551024.000000 Penalty: 4050.318848
Iteration 82Q: 3 clusters Score -3.655102e+07 nChanged 463
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124729 members
Mstep: Class 2 contains 133737 members
Entering Unmasked Estep
Score: -36550772.000000 Penalty: 4050.318848
Iteration 83Q: 3 clusters Score -3.655077e+07 nChanged 418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124673 members
Mstep: Class 2 contains 133793 members
Entering Unmasked Estep
Score: -36550604.000000 Penalty: 4050.318848
Iteration 84Q: 3 clusters Score -3.65506e+07 nChanged 411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124676 members
Mstep: Class 2 contains 133790 members
Entering Unmasked Estep
Score: -36550528.000000 Penalty: 4050.318848
Iteration 85Q: 3 clusters Score -3.655053e+07 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124699 members
Mstep: Class 2 contains 133767 members
Entering Unmasked Estep
Score: -36550520.000000 Penalty: 4050.318848
Iteration 86Q: 3 clusters Score -3.655052e+07 nChanged 380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124717 members
Mstep: Class 2 contains 133749 members
Entering Unmasked Estep
Score: -36550540.000000 Penalty: 4050.318848
Iteration 87Q: 3 clusters Score -3.655054e+07 nChanged 360
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124751 members
Mstep: Class 2 contains 133715 members
Entering Unmasked Estep
Score: -36550596.000000 Penalty: 4050.318848
Iteration 88Q: 3 clusters Score -3.65506e+07 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124765 members
Mstep: Class 2 contains 133701 members
Entering Unmasked Estep
Score: -36550628.000000 Penalty: 4050.318848
Iteration 89Q: 3 clusters Score -3.655063e+07 nChanged 340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124791 members
Mstep: Class 2 contains 133675 members
Entering Unmasked Estep
Score: -36550640.000000 Penalty: 4050.318848
Iteration 90Q: 3 clusters Score -3.655064e+07 nChanged 306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124805 members
Mstep: Class 2 contains 133661 members
Entering Unmasked Estep
Score: -36550668.000000 Penalty: 4050.318848
Iteration 91Q: 3 clusters Score -3.655067e+07 nChanged 268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124835 members
Mstep: Class 2 contains 133631 members
Entering Unmasked Estep
Score: -36550676.000000 Penalty: 4050.318848
Iteration 92Q: 3 clusters Score -3.655068e+07 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124879 members
Mstep: Class 2 contains 133587 members
Entering Unmasked Estep
Score: -36550672.000000 Penalty: 4050.318848
Iteration 93Q: 3 clusters Score -3.655067e+07 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124932 members
Mstep: Class 2 contains 133534 members
Entering Unmasked Estep
Score: -36550776.000000 Penalty: 4050.318848
Iteration 94Q: 3 clusters Score -3.655078e+07 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125000 members
Mstep: Class 2 contains 133466 members
Entering Unmasked Estep
Score: -36550884.000000 Penalty: 4050.318848
Iteration 95Q: 3 clusters Score -3.655088e+07 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125044 members
Mstep: Class 2 contains 133422 members
Entering Unmasked Estep
Score: -36550980.000000 Penalty: 4050.318848
Iteration 96Q: 3 clusters Score -3.655098e+07 nChanged 203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125063 members
Mstep: Class 2 contains 133403 members
Entering Unmasked Estep
Score: -36550980.000000 Penalty: 4050.318848
Iteration 97Q: 3 clusters Score -3.655098e+07 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125073 members
Mstep: Class 2 contains 133393 members
Entering Unmasked Estep
Score: -36550976.000000 Penalty: 4050.318848
Iteration 98Q: 3 clusters Score -3.655098e+07 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125073 members
Mstep: Class 2 contains 133393 members
Entering Unmasked Estep
Score: -36550964.000000 Penalty: 4050.318848
Iteration 99Q: 3 clusters Score -3.655096e+07 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125085 members
Mstep: Class 2 contains 133381 members
Entering Unmasked Estep
Score: -36550960.000000 Penalty: 4050.318848
Iteration 100F: 3 clusters Score -3.655096e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125086 members
Mstep: Class 2 contains 133380 members
Entering Unmasked Estep
Score: -36550956.000000 Penalty: 4050.318848
Iteration 101Q: 3 clusters Score -3.655096e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125110 members
Mstep: Class 2 contains 133356 members
Entering Unmasked Estep
Score: -36550952.000000 Penalty: 4050.318848
Iteration 102Q: 3 clusters Score -3.655095e+07 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125107 members
Mstep: Class 2 contains 133359 members
Entering Unmasked Estep
Score: -36550952.000000 Penalty: 4050.318848
Iteration 103Q: 3 clusters Score -3.655095e+07 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125133 members
Mstep: Class 2 contains 133333 members
Entering Unmasked Estep
Score: -36550972.000000 Penalty: 4050.318848
Iteration 104Q: 3 clusters Score -3.655097e+07 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125156 members
Mstep: Class 2 contains 133310 members
Entering Unmasked Estep
Score: -36550972.000000 Penalty: 4050.318848
Iteration 105Q: 3 clusters Score -3.655097e+07 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125176 members
Mstep: Class 2 contains 133290 members
Entering Unmasked Estep
Score: -36551024.000000 Penalty: 4050.318848
Iteration 106Q: 3 clusters Score -3.655102e+07 nChanged 182
Entering Unmasked Mstep
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Mstep: Class 1 contains 125180 members
Mstep: Class 2 contains 133286 members
Entering Unmasked Estep
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Iteration 107Q: 3 clusters Score -3.655103e+07 nChanged 169
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Mstep: Class 2 contains 133279 members
Entering Unmasked Estep
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Iteration 108Q: 3 clusters Score -3.6551e+07 nChanged 149
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Mstep: Class 1 contains 125194 members
Mstep: Class 2 contains 133272 members
Entering Unmasked Estep
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Iteration 109Q: 3 clusters Score -3.655107e+07 nChanged 125
Entering Unmasked Mstep
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Mstep: Class 1 contains 125173 members
Mstep: Class 2 contains 133293 members
Entering Unmasked Estep
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Iteration 110Q: 3 clusters Score -3.655101e+07 nChanged 116
Entering Unmasked Mstep
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Mstep: Class 1 contains 125151 members
Mstep: Class 2 contains 133315 members
Entering Unmasked Estep
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Iteration 111Q: 3 clusters Score -3.655099e+07 nChanged 115
Entering Unmasked Mstep
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Mstep: Class 1 contains 125136 members
Mstep: Class 2 contains 133330 members
Entering Unmasked Estep
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Iteration 112Q: 3 clusters Score -3.655096e+07 nChanged 110
Entering Unmasked Mstep
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Mstep: Class 1 contains 125120 members
Mstep: Class 2 contains 133346 members
Entering Unmasked Estep
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Iteration 113Q: 3 clusters Score -3.655095e+07 nChanged 126
Entering Unmasked Mstep
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Mstep: Class 2 contains 133350 members
Entering Unmasked Estep
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Iteration 114Q: 3 clusters Score -3.655097e+07 nChanged 125
Entering Unmasked Mstep
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Mstep: Class 2 contains 133347 members
Entering Unmasked Estep
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Iteration 115Q: 3 clusters Score -3.655092e+07 nChanged 145
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Mstep: Class 2 contains 133342 members
Entering Unmasked Estep
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Iteration 116Q: 3 clusters Score -3.655096e+07 nChanged 145
Entering Unmasked Mstep
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Mstep: Class 1 contains 125127 members
Mstep: Class 2 contains 133339 members
Entering Unmasked Estep
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Iteration 117Q: 3 clusters Score -3.655092e+07 nChanged 154
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Mstep: Class 2 contains 133335 members
Entering Unmasked Estep
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Iteration 118Q: 3 clusters Score -3.655089e+07 nChanged 138
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Mstep: Class 2 contains 133313 members
Entering Unmasked Estep
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Iteration 119Q: 3 clusters Score -3.655094e+07 nChanged 111
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Mstep: Class 1 contains 125174 members
Mstep: Class 2 contains 133292 members
Entering Unmasked Estep
Score: -36550972.000000 Penalty: 4050.318848
Iteration 120F: 3 clusters Score -3.655097e+07 nChanged 100
Entering Unmasked Mstep
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Mstep: Class 1 contains 125168 members
Mstep: Class 2 contains 133298 members
Entering Unmasked Estep
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Iteration 121Q: 3 clusters Score -3.655098e+07 nChanged 118
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Mstep: Class 1 contains 125170 members
Mstep: Class 2 contains 133296 members
Entering Unmasked Estep
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Iteration 122Q: 3 clusters Score -3.655103e+07 nChanged 112
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Mstep: Class 1 contains 125176 members
Mstep: Class 2 contains 133290 members
Entering Unmasked Estep
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Iteration 123Q: 3 clusters Score -3.6551e+07 nChanged 120
Entering Unmasked Mstep
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Mstep: Class 1 contains 125184 members
Mstep: Class 2 contains 133282 members
Entering Unmasked Estep
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Iteration 124Q: 3 clusters Score -3.655105e+07 nChanged 134
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Mstep: Class 1 contains 125192 members
Mstep: Class 2 contains 133274 members
Entering Unmasked Estep
Score: -36551028.000000 Penalty: 4050.318848
Iteration 125Q: 3 clusters Score -3.655103e+07 nChanged 161
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Mstep: Class 1 contains 125199 members
Mstep: Class 2 contains 133267 members
Entering Unmasked Estep
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Iteration 126Q: 3 clusters Score -3.655102e+07 nChanged 143
Entering Unmasked Mstep
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Mstep: Class 2 contains 133270 members
Entering Unmasked Estep
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Iteration 127Q: 3 clusters Score -3.655099e+07 nChanged 138
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Mstep: Class 2 contains 133274 members
Entering Unmasked Estep
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Iteration 128Q: 3 clusters Score -3.655096e+07 nChanged 164
Entering Unmasked Mstep
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Mstep: Class 1 contains 125204 members
Mstep: Class 2 contains 133262 members
Entering Unmasked Estep
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Iteration 129Q: 3 clusters Score -3.6551e+07 nChanged 156
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Mstep: Class 2 contains 133252 members
Entering Unmasked Estep
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Iteration 130Q: 3 clusters Score -3.655098e+07 nChanged 168
Entering Unmasked Mstep
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Mstep: Class 1 contains 125226 members
Mstep: Class 2 contains 133240 members
Entering Unmasked Estep
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Iteration 131Q: 3 clusters Score -3.655105e+07 nChanged 187
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Mstep: Class 2 contains 133223 members
Entering Unmasked Estep
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Iteration 132Q: 3 clusters Score -3.655102e+07 nChanged 187
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Mstep: Class 2 contains 133194 members
Entering Unmasked Estep
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Iteration 133Q: 3 clusters Score -3.655109e+07 nChanged 180
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Mstep: Class 1 contains 125284 members
Mstep: Class 2 contains 133182 members
Entering Unmasked Estep
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Iteration 134Q: 3 clusters Score -3.655112e+07 nChanged 155
Entering Unmasked Mstep
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Mstep: Class 1 contains 125303 members
Mstep: Class 2 contains 133163 members
Entering Unmasked Estep
Score: -36551204.000000 Penalty: 4050.318848
Iteration 135Q: 3 clusters Score -3.65512e+07 nChanged 150
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Mstep: Class 1 contains 125323 members
Mstep: Class 2 contains 133143 members
Entering Unmasked Estep
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Iteration 136Q: 3 clusters Score -3.655128e+07 nChanged 155
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Mstep: Class 1 contains 125318 members
Mstep: Class 2 contains 133148 members
Entering Unmasked Estep
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Iteration 137Q: 3 clusters Score -3.655126e+07 nChanged 150
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Mstep: Class 1 contains 125324 members
Mstep: Class 2 contains 133142 members
Entering Unmasked Estep
Score: -36551304.000000 Penalty: 4050.318848
Iteration 138Q: 3 clusters Score -3.65513e+07 nChanged 187
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Mstep: Class 1 contains 125293 members
Mstep: Class 2 contains 133173 members
Entering Unmasked Estep
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Iteration 139Q: 3 clusters Score -3.655127e+07 nChanged 166
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Mstep: Class 2 contains 133173 members
Entering Unmasked Estep
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Iteration 140F: 3 clusters Score -3.655127e+07 nChanged 169
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Mstep: Class 2 contains 133174 members
Entering Unmasked Estep
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Iteration 141Q: 3 clusters Score -3.655125e+07 nChanged 178
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Mstep: Class 1 contains 125276 members
Mstep: Class 2 contains 133190 members
Entering Unmasked Estep
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Iteration 142Q: 3 clusters Score -3.655117e+07 nChanged 177
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Mstep: Class 1 contains 125277 members
Mstep: Class 2 contains 133189 members
Entering Unmasked Estep
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Iteration 143Q: 3 clusters Score -3.655117e+07 nChanged 178
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Mstep: Class 1 contains 125289 members
Mstep: Class 2 contains 133177 members
Entering Unmasked Estep
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Iteration 144Q: 3 clusters Score -3.655122e+07 nChanged 186
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Mstep: Class 2 contains 133163 members
Entering Unmasked Estep
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Iteration 145Q: 3 clusters Score -3.65513e+07 nChanged 178
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Mstep: Class 1 contains 125309 members
Mstep: Class 2 contains 133157 members
Entering Unmasked Estep
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Iteration 146Q: 3 clusters Score -3.655128e+07 nChanged 170
Entering Unmasked Mstep
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Mstep: Class 2 contains 133161 members
Entering Unmasked Estep
Score: -36551240.000000 Penalty: 4050.318848
Iteration 147Q: 3 clusters Score -3.655124e+07 nChanged 161
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Mstep: Class 1 contains 125320 members
Mstep: Class 2 contains 133146 members
Entering Unmasked Estep
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Iteration 148Q: 3 clusters Score -3.655123e+07 nChanged 168
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Mstep: Class 2 contains 133144 members
Entering Unmasked Estep
Score: -36551208.000000 Penalty: 4050.318848
Iteration 149Q: 3 clusters Score -3.655121e+07 nChanged 135
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Mstep: Class 1 contains 125341 members
Mstep: Class 2 contains 133125 members
Entering Unmasked Estep
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Iteration 150Q: 3 clusters Score -3.655128e+07 nChanged 113
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Mstep: Class 2 contains 133132 members
Entering Unmasked Estep
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Iteration 151Q: 3 clusters Score -3.655125e+07 nChanged 109
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Mstep: Class 2 contains 133125 members
Entering Unmasked Estep
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Iteration 152Q: 3 clusters Score -3.655128e+07 nChanged 104
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Mstep: Class 2 contains 133137 members
Entering Unmasked Estep
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Iteration 153Q: 3 clusters Score -3.655126e+07 nChanged 105
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Mstep: Class 2 contains 133130 members
Entering Unmasked Estep
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Iteration 154Q: 3 clusters Score -3.655136e+07 nChanged 100
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Mstep: Class 2 contains 133140 members
Entering Unmasked Estep
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Iteration 155Q: 3 clusters Score -3.655133e+07 nChanged 100
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Mstep: Class 2 contains 133138 members
Entering Unmasked Estep
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Iteration 156Q: 3 clusters Score -3.655135e+07 nChanged 103
Entering Unmasked Mstep
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Mstep: Class 2 contains 133123 members
Entering Unmasked Estep
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Iteration 157Q: 3 clusters Score -3.655138e+07 nChanged 113
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Mstep: Class 2 contains 133110 members
Entering Unmasked Estep
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Iteration 158Q: 3 clusters Score -3.655137e+07 nChanged 104
Entering Unmasked Mstep
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Mstep: Class 2 contains 133100 members
Entering Unmasked Estep
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Iteration 159Q: 3 clusters Score -3.655138e+07 nChanged 97
Entering Unmasked Mstep
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Mstep: Class 1 contains 125373 members
Mstep: Class 2 contains 133093 members
Entering Unmasked Estep
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Iteration 160F: 3 clusters Score -3.655142e+07 nChanged 99
Entering Unmasked Mstep
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Mstep: Class 2 contains 133104 members
Entering Unmasked Estep
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Iteration 161Q: 3 clusters Score -3.655138e+07 nChanged 94
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Mstep: Class 2 contains 133118 members
Entering Unmasked Estep
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Iteration 162Q: 3 clusters Score -3.655136e+07 nChanged 109
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Mstep: Class 2 contains 133125 members
Entering Unmasked Estep
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Iteration 163Q: 3 clusters Score -3.655131e+07 nChanged 109
Entering Unmasked Mstep
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Mstep: Class 2 contains 133136 members
Entering Unmasked Estep
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Iteration 164Q: 3 clusters Score -3.655119e+07 nChanged 115
Entering Unmasked Mstep
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Mstep: Class 2 contains 133163 members
Entering Unmasked Estep
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Iteration 165Q: 3 clusters Score -3.655115e+07 nChanged 110
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Mstep: Class 2 contains 133173 members
Entering Unmasked Estep
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Iteration 166Q: 3 clusters Score -3.65511e+07 nChanged 116
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Mstep: Class 2 contains 133193 members
Entering Unmasked Estep
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Iteration 167Q: 3 clusters Score -3.655103e+07 nChanged 131
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Mstep: Class 2 contains 133194 members
Entering Unmasked Estep
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Iteration 168Q: 3 clusters Score -3.655098e+07 nChanged 140
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Mstep: Class 2 contains 133180 members
Entering Unmasked Estep
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Iteration 169Q: 3 clusters Score -3.655098e+07 nChanged 121
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Mstep: Class 2 contains 133159 members
Entering Unmasked Estep
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Iteration 170Q: 3 clusters Score -3.655104e+07 nChanged 119
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Mstep: Class 2 contains 133150 members
Entering Unmasked Estep
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Iteration 171Q: 3 clusters Score -3.655108e+07 nChanged 117
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Mstep: Class 2 contains 133159 members
Entering Unmasked Estep
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Iteration 172Q: 3 clusters Score -3.655108e+07 nChanged 103
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Mstep: Class 2 contains 133154 members
Entering Unmasked Estep
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Iteration 173Q: 3 clusters Score -3.655108e+07 nChanged 111
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Mstep: Class 2 contains 133125 members
Entering Unmasked Estep
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Iteration 174Q: 3 clusters Score -3.655114e+07 nChanged 102
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Mstep: Class 2 contains 133109 members
Entering Unmasked Estep
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Iteration 175Q: 3 clusters Score -3.655118e+07 nChanged 96
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Mstep: Class 2 contains 133093 members
Entering Unmasked Estep
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Iteration 176Q: 3 clusters Score -3.655119e+07 nChanged 110
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Mstep: Class 2 contains 133087 members
Entering Unmasked Estep
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Iteration 177Q: 3 clusters Score -3.655121e+07 nChanged 97
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Mstep: Class 2 contains 133080 members
Entering Unmasked Estep
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Iteration 178Q: 3 clusters Score -3.655124e+07 nChanged 103
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Mstep: Class 2 contains 133073 members
Entering Unmasked Estep
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Iteration 179Q: 3 clusters Score -3.655125e+07 nChanged 114
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Mstep: Class 2 contains 133067 members
Entering Unmasked Estep
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Iteration 180F: 3 clusters Score -3.655126e+07 nChanged 101
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Mstep: Class 2 contains 133040 members
Entering Unmasked Estep
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Iteration 181Q: 3 clusters Score -3.655129e+07 nChanged 95
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Mstep: Class 2 contains 133015 members
Entering Unmasked Estep
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Iteration 182Q: 3 clusters Score -3.655136e+07 nChanged 105
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Mstep: Class 2 contains 133008 members
Entering Unmasked Estep
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Iteration 183Q: 3 clusters Score -3.655143e+07 nChanged 95
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Mstep: Class 2 contains 133013 members
Entering Unmasked Estep
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Iteration 184Q: 3 clusters Score -3.655148e+07 nChanged 107
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Mstep: Class 2 contains 133002 members
Entering Unmasked Estep
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Iteration 185Q: 3 clusters Score -3.655146e+07 nChanged 103
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Mstep: Class 2 contains 132987 members
Entering Unmasked Estep
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Iteration 186Q: 3 clusters Score -3.655147e+07 nChanged 102
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Mstep: Class 2 contains 132985 members
Entering Unmasked Estep
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Iteration 187Q: 3 clusters Score -3.655143e+07 nChanged 98
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Mstep: Class 2 contains 132995 members
Entering Unmasked Estep
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Iteration 188Q: 3 clusters Score -3.655145e+07 nChanged 95
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Mstep: Class 2 contains 133006 members
Entering Unmasked Estep
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Iteration 189Q: 3 clusters Score -3.655136e+07 nChanged 85
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Mstep: Class 2 contains 133023 members
Entering Unmasked Estep
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Iteration 190Q: 3 clusters Score -3.65513e+07 nChanged 94
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Mstep: Class 2 contains 133033 members
Entering Unmasked Estep
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Iteration 191Q: 3 clusters Score -3.65513e+07 nChanged 75
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Mstep: Class 2 contains 133032 members
Entering Unmasked Estep
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Iteration 192Q: 3 clusters Score -3.655135e+07 nChanged 68
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Mstep: Class 2 contains 133032 members
Entering Unmasked Estep
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Iteration 193Q: 3 clusters Score -3.655136e+07 nChanged 68
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Mstep: Class 2 contains 133020 members
Entering Unmasked Estep
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Iteration 194Q: 3 clusters Score -3.655136e+07 nChanged 62
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Mstep: Class 2 contains 133018 members
Entering Unmasked Estep
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Iteration 195Q: 3 clusters Score -3.655138e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125470 members
Mstep: Class 2 contains 132996 members
Entering Unmasked Estep
Score: -36551424.000000 Penalty: 4050.318848
Iteration 196Q: 3 clusters Score -3.655142e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125483 members
Mstep: Class 2 contains 132983 members
Entering Unmasked Estep
Score: -36551412.000000 Penalty: 4050.318848
Iteration 197Q: 3 clusters Score -3.655141e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125489 members
Mstep: Class 2 contains 132977 members
Entering Unmasked Estep
Score: -36551388.000000 Penalty: 4050.318848
Iteration 198Q: 3 clusters Score -3.655139e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125486 members
Mstep: Class 2 contains 132980 members
Entering Unmasked Estep
Score: -36551412.000000 Penalty: 4050.318848
Iteration 199Q: 3 clusters Score -3.655141e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125485 members
Mstep: Class 2 contains 132981 members
Entering Unmasked Estep
Score: -36551404.000000 Penalty: 4050.318848
Iteration 200F: 3 clusters Score -3.65514e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125483 members
Mstep: Class 2 contains 132983 members
Entering Unmasked Estep
Score: -36551416.000000 Penalty: 4050.318848
Iteration 201Q: 3 clusters Score -3.655142e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125482 members
Mstep: Class 2 contains 132984 members
Entering Unmasked Estep
Score: -36551428.000000 Penalty: 4050.318848
Iteration 202Q: 3 clusters Score -3.655143e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125489 members
Mstep: Class 2 contains 132977 members
Entering Unmasked Estep
Score: -36551456.000000 Penalty: 4050.318848
Iteration 203Q: 3 clusters Score -3.655146e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125495 members
Mstep: Class 2 contains 132971 members
Entering Unmasked Estep
Score: -36551444.000000 Penalty: 4050.318848
Iteration 204Q: 3 clusters Score -3.655144e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125500 members
Mstep: Class 2 contains 132966 members
Entering Unmasked Estep
Score: -36551448.000000 Penalty: 4050.318848
Iteration 205Q: 3 clusters Score -3.655145e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125511 members
Mstep: Class 2 contains 132955 members
Entering Unmasked Estep
Score: -36551436.000000 Penalty: 4050.318848
Iteration 206Q: 3 clusters Score -3.655144e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125539 members
Mstep: Class 2 contains 132927 members
Entering Unmasked Estep
Score: -36551552.000000 Penalty: 4050.318848
Iteration 207Q: 3 clusters Score -3.655155e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125555 members
Mstep: Class 2 contains 132911 members
Entering Unmasked Estep
Score: -36551540.000000 Penalty: 4050.318848
Iteration 208Q: 3 clusters Score -3.655154e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125568 members
Mstep: Class 2 contains 132898 members
Entering Unmasked Estep
Score: -36551536.000000 Penalty: 4050.318848
Iteration 209Q: 3 clusters Score -3.655154e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125581 members
Mstep: Class 2 contains 132885 members
Entering Unmasked Estep
Score: -36551584.000000 Penalty: 4050.318848
Iteration 210Q: 3 clusters Score -3.655158e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125597 members
Mstep: Class 2 contains 132869 members
Entering Unmasked Estep
Score: -36551624.000000 Penalty: 4050.318848
Iteration 211Q: 3 clusters Score -3.655162e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125599 members
Mstep: Class 2 contains 132867 members
Entering Unmasked Estep
Score: -36551628.000000 Penalty: 4050.318848
Iteration 212Q: 3 clusters Score -3.655163e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125604 members
Mstep: Class 2 contains 132862 members
Entering Unmasked Estep
Score: -36551632.000000 Penalty: 4050.318848
Iteration 213Q: 3 clusters Score -3.655163e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125606 members
Mstep: Class 2 contains 132860 members
Entering Unmasked Estep
Score: -36551636.000000 Penalty: 4050.318848
Iteration 214Q: 3 clusters Score -3.655164e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125616 members
Mstep: Class 2 contains 132850 members
Entering Unmasked Estep
Score: -36551656.000000 Penalty: 4050.318848
Iteration 215Q: 3 clusters Score -3.655166e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125624 members
Mstep: Class 2 contains 132842 members
Entering Unmasked Estep
Score: -36551676.000000 Penalty: 4050.318848
Iteration 216Q: 3 clusters Score -3.655168e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125622 members
Mstep: Class 2 contains 132844 members
Entering Unmasked Estep
Score: -36551708.000000 Penalty: 4050.318848
Iteration 217Q: 3 clusters Score -3.655171e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125630 members
Mstep: Class 2 contains 132836 members
Entering Unmasked Estep
Score: -36551732.000000 Penalty: 4050.318848
Iteration 218Q: 3 clusters Score -3.655173e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125653 members
Mstep: Class 2 contains 132813 members
Entering Unmasked Estep
Score: -36551728.000000 Penalty: 4050.318848
Iteration 219Q: 3 clusters Score -3.655173e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125667 members
Mstep: Class 2 contains 132799 members
Entering Unmasked Estep
Score: -36551760.000000 Penalty: 4050.318848
Iteration 220F: 3 clusters Score -3.655176e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125672 members
Mstep: Class 2 contains 132794 members
Entering Unmasked Estep
Score: -36551760.000000 Penalty: 4050.318848
Iteration 221Q: 3 clusters Score -3.655176e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125677 members
Mstep: Class 2 contains 132789 members
Entering Unmasked Estep
Score: -36551796.000000 Penalty: 4050.318848
Iteration 222Q: 3 clusters Score -3.65518e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125675 members
Mstep: Class 2 contains 132791 members
Entering Unmasked Estep
Score: -36551780.000000 Penalty: 4050.318848
Iteration 223Q: 3 clusters Score -3.655178e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125676 members
Mstep: Class 2 contains 132790 members
Entering Unmasked Estep
Score: -36551768.000000 Penalty: 4050.318848
Iteration 224Q: 3 clusters Score -3.655177e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125671 members
Mstep: Class 2 contains 132795 members
Entering Unmasked Estep
Score: -36551728.000000 Penalty: 4050.318848
Iteration 225Q: 3 clusters Score -3.655173e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125668 members
Mstep: Class 2 contains 132798 members
Entering Unmasked Estep
Score: -36551716.000000 Penalty: 4050.318848
Iteration 226Q: 3 clusters Score -3.655172e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125668 members
Mstep: Class 2 contains 132798 members
Entering Unmasked Estep
Score: -36551736.000000 Penalty: 4050.318848
Iteration 227Q: 3 clusters Score -3.655174e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125667 members
Mstep: Class 2 contains 132799 members
Entering Unmasked Estep
Score: -36551732.000000 Penalty: 4050.318848
Iteration 228Q: 3 clusters Score -3.655173e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125674 members
Mstep: Class 2 contains 132792 members
Entering Unmasked Estep
Score: -36551732.000000 Penalty: 4050.318848
Iteration 229Q: 3 clusters Score -3.655173e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125673 members
Mstep: Class 2 contains 132793 members
Entering Unmasked Estep
Score: -36551728.000000 Penalty: 4050.318848
Iteration 230Q: 3 clusters Score -3.655173e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125671 members
Mstep: Class 2 contains 132795 members
Entering Unmasked Estep
Score: -36551732.000000 Penalty: 4050.318848
Iteration 231Q: 3 clusters Score -3.655173e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125677 members
Mstep: Class 2 contains 132789 members
Entering Unmasked Estep
Score: -36551720.000000 Penalty: 4050.318848
Iteration 232Q: 3 clusters Score -3.655172e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125681 members
Mstep: Class 2 contains 132785 members
Entering Unmasked Estep
Score: -36551744.000000 Penalty: 4050.318848
Iteration 233Q: 3 clusters Score -3.655174e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125690 members
Mstep: Class 2 contains 132776 members
Entering Unmasked Estep
Score: -36551736.000000 Penalty: 4050.318848
Iteration 234Q: 3 clusters Score -3.655174e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125693 members
Mstep: Class 2 contains 132773 members
Entering Unmasked Estep
Score: -36551748.000000 Penalty: 4050.318848
Iteration 235Q: 3 clusters Score -3.655175e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125694 members
Mstep: Class 2 contains 132772 members
Entering Unmasked Estep
Score: -36551764.000000 Penalty: 4050.318848
Iteration 236Q: 3 clusters Score -3.655176e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125704 members
Mstep: Class 2 contains 132762 members
Entering Unmasked Estep
Score: -36551800.000000 Penalty: 4050.318848
Iteration 237Q: 3 clusters Score -3.65518e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125720 members
Mstep: Class 2 contains 132746 members
Entering Unmasked Estep
Score: -36551824.000000 Penalty: 4050.318848
Iteration 238Q: 3 clusters Score -3.655182e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125727 members
Mstep: Class 2 contains 132739 members
Entering Unmasked Estep
Score: -36551852.000000 Penalty: 4050.318848
Iteration 239Q: 3 clusters Score -3.655185e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125729 members
Mstep: Class 2 contains 132737 members
Entering Unmasked Estep
Score: -36551848.000000 Penalty: 4050.318848
Iteration 240F: 3 clusters Score -3.655185e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125723 members
Mstep: Class 2 contains 132743 members
Entering Unmasked Estep
Score: -36551844.000000 Penalty: 4050.318848
Iteration 241Q: 3 clusters Score -3.655184e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125716 members
Mstep: Class 2 contains 132750 members
Entering Unmasked Estep
Score: -36551808.000000 Penalty: 4050.318848
Iteration 242Q: 3 clusters Score -3.655181e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125719 members
Mstep: Class 2 contains 132747 members
Entering Unmasked Estep
Score: -36551816.000000 Penalty: 4050.318848
Iteration 243Q: 3 clusters Score -3.655182e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125728 members
Mstep: Class 2 contains 132738 members
Entering Unmasked Estep
Score: -36551824.000000 Penalty: 4050.318848
Iteration 244Q: 3 clusters Score -3.655182e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125737 members
Mstep: Class 2 contains 132729 members
Entering Unmasked Estep
Score: -36551832.000000 Penalty: 4050.318848
Iteration 245Q: 3 clusters Score -3.655183e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125734 members
Mstep: Class 2 contains 132732 members
Entering Unmasked Estep
Score: -36551828.000000 Penalty: 4050.318848
Iteration 246Q: 3 clusters Score -3.655183e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125744 members
Mstep: Class 2 contains 132722 members
Entering Unmasked Estep
Score: -36551848.000000 Penalty: 4050.318848
Iteration 247Q: 3 clusters Score -3.655185e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125749 members
Mstep: Class 2 contains 132717 members
Entering Unmasked Estep
Score: -36551828.000000 Penalty: 4050.318848
Iteration 248Q: 3 clusters Score -3.655183e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125759 members
Mstep: Class 2 contains 132707 members
Entering Unmasked Estep
Score: -36551888.000000 Penalty: 4050.318848
Iteration 249Q: 3 clusters Score -3.655189e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125764 members
Mstep: Class 2 contains 132702 members
Entering Unmasked Estep
Score: -36551868.000000 Penalty: 4050.318848
Iteration 250Q: 3 clusters Score -3.655187e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125777 members
Mstep: Class 2 contains 132689 members
Entering Unmasked Estep
Score: -36551904.000000 Penalty: 4050.318848
Iteration 251Q: 3 clusters Score -3.65519e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125766 members
Mstep: Class 2 contains 132700 members
Entering Unmasked Estep
Score: -36551880.000000 Penalty: 4050.318848
Iteration 252Q: 3 clusters Score -3.655188e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125766 members
Mstep: Class 2 contains 132700 members
Entering Unmasked Estep
Score: -36551832.000000 Penalty: 4050.318848
Iteration 253Q: 3 clusters Score -3.655183e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125775 members
Mstep: Class 2 contains 132691 members
Entering Unmasked Estep
Score: -36551824.000000 Penalty: 4050.318848
Iteration 254Q: 3 clusters Score -3.655182e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125779 members
Mstep: Class 2 contains 132687 members
Entering Unmasked Estep
Score: -36551856.000000 Penalty: 4050.318848
Iteration 255Q: 3 clusters Score -3.655186e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125799 members
Mstep: Class 2 contains 132667 members
Entering Unmasked Estep
Score: -36551916.000000 Penalty: 4050.318848
Iteration 256Q: 3 clusters Score -3.655192e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125800 members
Mstep: Class 2 contains 132666 members
Entering Unmasked Estep
Score: -36551928.000000 Penalty: 4050.318848
Iteration 257Q: 3 clusters Score -3.655193e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125800 members
Mstep: Class 2 contains 132666 members
Entering Unmasked Estep
Score: -36551872.000000 Penalty: 4050.318848
Iteration 258Q: 3 clusters Score -3.655187e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125798 members
Mstep: Class 2 contains 132668 members
Entering Unmasked Estep
Score: -36551872.000000 Penalty: 4050.318848
Iteration 259Q: 3 clusters Score -3.655187e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125801 members
Mstep: Class 2 contains 132665 members
Entering Unmasked Estep
Score: -36551844.000000 Penalty: 4050.318848
Iteration 260F: 3 clusters Score -3.655184e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125807 members
Mstep: Class 2 contains 132659 members
Entering Unmasked Estep
Score: -36551868.000000 Penalty: 4050.318848
Iteration 261Q: 3 clusters Score -3.655187e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125818 members
Mstep: Class 2 contains 132648 members
Entering Unmasked Estep
Score: -36551904.000000 Penalty: 4050.318848
Iteration 262Q: 3 clusters Score -3.65519e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125820 members
Mstep: Class 2 contains 132646 members
Entering Unmasked Estep
Score: -36551848.000000 Penalty: 4050.318848
Iteration 263Q: 3 clusters Score -3.655185e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125827 members
Mstep: Class 2 contains 132639 members
Entering Unmasked Estep
Score: -36551868.000000 Penalty: 4050.318848
Iteration 264Q: 3 clusters Score -3.655187e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125826 members
Mstep: Class 2 contains 132640 members
Entering Unmasked Estep
Score: -36551900.000000 Penalty: 4050.318848
Iteration 265Q: 3 clusters Score -3.65519e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125814 members
Mstep: Class 2 contains 132652 members
Entering Unmasked Estep
Score: -36551860.000000 Penalty: 4050.318848
Iteration 266Q: 3 clusters Score -3.655186e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125828 members
Mstep: Class 2 contains 132638 members
Entering Unmasked Estep
Score: -36551908.000000 Penalty: 4050.318848
Iteration 267Q: 3 clusters Score -3.655191e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125831 members
Mstep: Class 2 contains 132635 members
Entering Unmasked Estep
Score: -36551944.000000 Penalty: 4050.318848
Iteration 268Q: 3 clusters Score -3.655194e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125824 members
Mstep: Class 2 contains 132642 members
Entering Unmasked Estep
Score: -36551896.000000 Penalty: 4050.318848
Iteration 269Q: 3 clusters Score -3.65519e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125826 members
Mstep: Class 2 contains 132640 members
Entering Unmasked Estep
Score: -36551856.000000 Penalty: 4050.318848
Iteration 270Q: 3 clusters Score -3.655186e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125817 members
Mstep: Class 2 contains 132649 members
Entering Unmasked Estep
Score: -36551868.000000 Penalty: 4050.318848
Iteration 271Q: 3 clusters Score -3.655187e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125803 members
Mstep: Class 2 contains 132663 members
Entering Unmasked Estep
Score: -36551852.000000 Penalty: 4050.318848
Iteration 272Q: 3 clusters Score -3.655185e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125794 members
Mstep: Class 2 contains 132672 members
Entering Unmasked Estep
Score: -36551820.000000 Penalty: 4050.318848
Iteration 273Q: 3 clusters Score -3.655182e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125799 members
Mstep: Class 2 contains 132667 members
Entering Unmasked Estep
Score: -36551808.000000 Penalty: 4050.318848
Iteration 274Q: 3 clusters Score -3.655181e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125804 members
Mstep: Class 2 contains 132662 members
Entering Unmasked Estep
Score: -36551812.000000 Penalty: 4050.318848
Iteration 275Q: 3 clusters Score -3.655181e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125827 members
Mstep: Class 2 contains 132639 members
Entering Unmasked Estep
Score: -36551844.000000 Penalty: 4050.318848
Iteration 276Q: 3 clusters Score -3.655184e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125850 members
Mstep: Class 2 contains 132616 members
Entering Unmasked Estep
Score: -36551904.000000 Penalty: 4050.318848
Iteration 277Q: 3 clusters Score -3.65519e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125864 members
Mstep: Class 2 contains 132602 members
Entering Unmasked Estep
Score: -36551932.000000 Penalty: 4050.318848
Iteration 278Q: 3 clusters Score -3.655193e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125880 members
Mstep: Class 2 contains 132586 members
Entering Unmasked Estep
Score: -36551940.000000 Penalty: 4050.318848
Iteration 279Q: 3 clusters Score -3.655194e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125891 members
Mstep: Class 2 contains 132575 members
Entering Unmasked Estep
Score: -36551964.000000 Penalty: 4050.318848
Iteration 280F: 3 clusters Score -3.655196e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125897 members
Mstep: Class 2 contains 132569 members
Entering Unmasked Estep
Score: -36551984.000000 Penalty: 4050.318848
Iteration 281Q: 3 clusters Score -3.655198e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125897 members
Mstep: Class 2 contains 132569 members
Entering Unmasked Estep
Score: -36551992.000000 Penalty: 4050.318848
Iteration 282Q: 3 clusters Score -3.655199e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125896 members
Mstep: Class 2 contains 132570 members
Entering Unmasked Estep
Score: -36551984.000000 Penalty: 4050.318848
Iteration 283Q: 3 clusters Score -3.655198e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125898 members
Mstep: Class 2 contains 132568 members
Entering Unmasked Estep
Score: -36551964.000000 Penalty: 4050.318848
Iteration 284Q: 3 clusters Score -3.655196e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125901 members
Mstep: Class 2 contains 132565 members
Entering Unmasked Estep
Score: -36551968.000000 Penalty: 4050.318848
Iteration 285Q: 3 clusters Score -3.655197e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125903 members
Mstep: Class 2 contains 132563 members
Entering Unmasked Estep
Score: -36551980.000000 Penalty: 4050.318848
Iteration 286Q: 3 clusters Score -3.655198e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125899 members
Mstep: Class 2 contains 132567 members
Entering Unmasked Estep
Score: -36551960.000000 Penalty: 4050.318848
Iteration 287Q: 3 clusters Score -3.655196e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125897 members
Mstep: Class 2 contains 132569 members
Entering Unmasked Estep
Score: -36551956.000000 Penalty: 4050.318848
Iteration 288Q: 3 clusters Score -3.655196e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125900 members
Mstep: Class 2 contains 132566 members
Entering Unmasked Estep
Score: -36551944.000000 Penalty: 4050.318848
Iteration 289Q: 3 clusters Score -3.655194e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125903 members
Mstep: Class 2 contains 132563 members
Entering Unmasked Estep
Score: -36551944.000000 Penalty: 4050.318848
Iteration 290Q: 3 clusters Score -3.655194e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125904 members
Mstep: Class 2 contains 132562 members
Entering Unmasked Estep
Score: -36551940.000000 Penalty: 4050.318848
Iteration 291Q: 3 clusters Score -3.655194e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125907 members
Mstep: Class 2 contains 132559 members
Entering Unmasked Estep
Score: -36551952.000000 Penalty: 4050.318848
Iteration 292Q: 3 clusters Score -3.655195e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125909 members
Mstep: Class 2 contains 132557 members
Entering Unmasked Estep
Score: -36551952.000000 Penalty: 4050.318848
Iteration 293Q: 3 clusters Score -3.655195e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125911 members
Mstep: Class 2 contains 132555 members
Entering Unmasked Estep
Score: -36551944.000000 Penalty: 4050.318848
Iteration 294Q: 3 clusters Score -3.655194e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125910 members
Mstep: Class 2 contains 132556 members
Entering Unmasked Estep
Score: -36551952.000000 Penalty: 4050.318848
Iteration 295Q: 3 clusters Score -3.655195e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125911 members
Mstep: Class 2 contains 132555 members
Entering Unmasked Estep
Score: -36551968.000000 Penalty: 4050.318848
Iteration 296Q: 3 clusters Score -3.655197e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125910 members
Mstep: Class 2 contains 132556 members
Entering Unmasked Estep
Score: -36551956.000000 Penalty: 4050.318848
Iteration 297Q: 3 clusters Score -3.655196e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125909 members
Mstep: Class 2 contains 132557 members
Entering Unmasked Estep
Score: -36551952.000000 Penalty: 4050.318848
Iteration 298Q: 3 clusters Score -3.655195e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125908 members
Mstep: Class 2 contains 132558 members
Entering Unmasked Estep
Score: -36551952.000000 Penalty: 4050.318848
Iteration 299Q: 3 clusters Score -3.655195e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125907 members
Mstep: Class 2 contains 132559 members
Entering Unmasked Estep
Score: -36551944.000000 Penalty: 4050.318848
Iteration 300F: 3 clusters Score -3.655194e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125906 members
Mstep: Class 2 contains 132560 members
Entering Unmasked Estep
Score: -36551940.000000 Penalty: 4050.318848
Iteration 301Q: 3 clusters Score -3.655194e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125907 members
Mstep: Class 2 contains 132559 members
Entering Unmasked Estep
Score: -36551936.000000 Penalty: 4050.318848
Iteration 302Q: 3 clusters Score -3.655194e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125908 members
Mstep: Class 2 contains 132558 members
Entering Unmasked Estep
Score: -36551936.000000 Penalty: 4050.318848
Iteration 303Q: 3 clusters Score -3.655194e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125909 members
Mstep: Class 2 contains 132557 members
Entering Unmasked Estep
Score: -36551944.000000 Penalty: 4050.318848
Iteration 304Q: 3 clusters Score -3.655194e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125909 members
Mstep: Class 2 contains 132557 members
Entering Unmasked Estep
Score: -36551960.000000 Penalty: 4050.318848
Iteration 305Q: 3 clusters Score -3.655196e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125907 members
Mstep: Class 2 contains 132559 members
Entering Unmasked Estep
Score: -36551960.000000 Penalty: 4050.318848
Iteration 306Q: 3 clusters Score -3.655196e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125905 members
Mstep: Class 2 contains 132561 members
Entering Unmasked Estep
Score: -36551948.000000 Penalty: 4050.318848
Iteration 307Q: 3 clusters Score -3.655195e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125909 members
Mstep: Class 2 contains 132557 members
Entering Unmasked Estep
Score: -36551964.000000 Penalty: 4050.318848
Iteration 308Q: 3 clusters Score -3.655196e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125913 members
Mstep: Class 2 contains 132553 members
Entering Unmasked Estep
Score: -36551956.000000 Penalty: 4050.318848
Iteration 309Q: 3 clusters Score -3.655196e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125914 members
Mstep: Class 2 contains 132552 members
Entering Unmasked Estep
Score: -36551976.000000 Penalty: 4050.318848
Iteration 310Q: 3 clusters Score -3.655198e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125916 members
Mstep: Class 2 contains 132550 members
Entering Unmasked Estep
Score: -36551968.000000 Penalty: 4050.318848
Iteration 311Q: 3 clusters Score -3.655197e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125917 members
Mstep: Class 2 contains 132549 members
Entering Unmasked Estep
Score: -36551972.000000 Penalty: 4050.318848
Iteration 312Q: 3 clusters Score -3.655197e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125918 members
Mstep: Class 2 contains 132548 members
Entering Unmasked Estep
Score: -36551972.000000 Penalty: 4050.318848
Iteration 313Q: 3 clusters Score -3.655197e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125917 members
Mstep: Class 2 contains 132549 members
Entering Unmasked Estep
Score: -36551980.000000 Penalty: 4050.318848
Iteration 314Q: 3 clusters Score -3.655198e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125917 members
Mstep: Class 2 contains 132549 members
Entering Unmasked Estep
Score: -36551980.000000 Penalty: 4050.318848
Iteration 315F: 3 clusters Score -3.655198e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 278555 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Entering Unmasked Estep
Score: -541388864.000000 Penalty: 61792.160156
Splitting cluster 7 changes total score from -539937536.000000 to -541388864.000000
So it's getting split into cluster 25.
Entering ConstructFrom:
Trying to split cluster 8 (278555 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 278555 members
Entering Unmasked Estep
Score: -39307640.000000 Penalty: 2037.322754
Iteration 0F: 2 clusters Score -3.930764e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139239 members
Mstep: Class 2 contains 139316 members
Entering Unmasked Estep
Score: -39376124.000000 Penalty: 4074.645508
Iteration 0F: 3 clusters Score -3.937612e+07 nChanged 136124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139307 members
Mstep: Class 2 contains 139248 members
Entering Unmasked Estep
Score: -39461968.000000 Penalty: 4074.645508
Iteration 1F: 3 clusters Score -3.946197e+07 nChanged 20484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137889 members
Mstep: Class 2 contains 140666 members
Entering Unmasked Estep
Score: -39469480.000000 Penalty: 4074.645508
Iteration 2F: 3 clusters Score -3.946948e+07 nChanged 17390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138551 members
Mstep: Class 2 contains 140004 members
Entering Unmasked Estep
Score: -39479240.000000 Penalty: 4074.645508
Iteration 3F: 3 clusters Score -3.947924e+07 nChanged 20559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137170 members
Mstep: Class 2 contains 141385 members
Entering Unmasked Estep
Score: -39495596.000000 Penalty: 4074.645508
Iteration 4F: 3 clusters Score -3.94956e+07 nChanged 22677
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137965 members
Mstep: Class 2 contains 140590 members
Entering Unmasked Estep
Score: -39514000.000000 Penalty: 4074.645508
Iteration 5F: 3 clusters Score -3.9514e+07 nChanged 21710
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137411 members
Mstep: Class 2 contains 141144 members
Entering Unmasked Estep
Score: -39530172.000000 Penalty: 4074.645508
Iteration 6F: 3 clusters Score -3.953017e+07 nChanged 17556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138023 members
Mstep: Class 2 contains 140532 members
Entering Unmasked Estep
Score: -39539416.000000 Penalty: 4074.645508
Iteration 7F: 3 clusters Score -3.953942e+07 nChanged 13259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138678 members
Mstep: Class 2 contains 139877 members
Entering Unmasked Estep
Score: -39544848.000000 Penalty: 4074.645508
Iteration 8Q: 3 clusters Score -3.954485e+07 nChanged 9870
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139856 members
Mstep: Class 2 contains 138699 members
Entering Unmasked Estep
Score: -39548760.000000 Penalty: 4074.645508
Iteration 9Q: 3 clusters Score -3.954876e+07 nChanged 7888
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141238 members
Mstep: Class 2 contains 137317 members
Entering Unmasked Estep
Score: -39552184.000000 Penalty: 4074.645508
Iteration 10Q: 3 clusters Score -3.955218e+07 nChanged 6549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142705 members
Mstep: Class 2 contains 135850 members
Entering Unmasked Estep
Score: -39554764.000000 Penalty: 4074.645508
Iteration 11Q: 3 clusters Score -3.955476e+07 nChanged 5428
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144065 members
Mstep: Class 2 contains 134490 members
Entering Unmasked Estep
Score: -39557412.000000 Penalty: 4074.645508
Iteration 12Q: 3 clusters Score -3.955741e+07 nChanged 4254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145119 members
Mstep: Class 2 contains 133436 members
Entering Unmasked Estep
Score: -39559388.000000 Penalty: 4074.645508
Iteration 13Q: 3 clusters Score -3.955939e+07 nChanged 3471
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145980 members
Mstep: Class 2 contains 132575 members
Entering Unmasked Estep
Score: -39560620.000000 Penalty: 4074.645508
Iteration 14Q: 3 clusters Score -3.956062e+07 nChanged 2705
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146745 members
Mstep: Class 2 contains 131810 members
Entering Unmasked Estep
Score: -39560868.000000 Penalty: 4074.645508
Iteration 15Q: 3 clusters Score -3.956087e+07 nChanged 2078
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147229 members
Mstep: Class 2 contains 131326 members
Entering Unmasked Estep
Score: -39560828.000000 Penalty: 4074.645508
Iteration 16Q: 3 clusters Score -3.956083e+07 nChanged 1548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147685 members
Mstep: Class 2 contains 130870 members
Entering Unmasked Estep
Score: -39560740.000000 Penalty: 4074.645508
Iteration 17Q: 3 clusters Score -3.956074e+07 nChanged 1224
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147969 members
Mstep: Class 2 contains 130586 members
Entering Unmasked Estep
Score: -39560900.000000 Penalty: 4074.645508
Iteration 18Q: 3 clusters Score -3.95609e+07 nChanged 907
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148196 members
Mstep: Class 2 contains 130359 members
Entering Unmasked Estep
Score: -39560968.000000 Penalty: 4074.645508
Iteration 19Q: 3 clusters Score -3.956097e+07 nChanged 696
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148332 members
Mstep: Class 2 contains 130223 members
Entering Unmasked Estep
Score: -39561068.000000 Penalty: 4074.645508
Iteration 20F: 3 clusters Score -3.956107e+07 nChanged 546
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148438 members
Mstep: Class 2 contains 130117 members
Entering Unmasked Estep
Score: -39560904.000000 Penalty: 4074.645508
Iteration 21Q: 3 clusters Score -3.95609e+07 nChanged 432
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148536 members
Mstep: Class 2 contains 130019 members
Entering Unmasked Estep
Score: -39560820.000000 Penalty: 4074.645508
Iteration 22Q: 3 clusters Score -3.956082e+07 nChanged 351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148637 members
Mstep: Class 2 contains 129918 members
Entering Unmasked Estep
Score: -39560704.000000 Penalty: 4074.645508
Iteration 23Q: 3 clusters Score -3.95607e+07 nChanged 280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148733 members
Mstep: Class 2 contains 129822 members
Entering Unmasked Estep
Score: -39560656.000000 Penalty: 4074.645508
Iteration 24Q: 3 clusters Score -3.956066e+07 nChanged 246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148801 members
Mstep: Class 2 contains 129754 members
Entering Unmasked Estep
Score: -39560608.000000 Penalty: 4074.645508
Iteration 25Q: 3 clusters Score -3.956061e+07 nChanged 196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148859 members
Mstep: Class 2 contains 129696 members
Entering Unmasked Estep
Score: -39560496.000000 Penalty: 4074.645508
Iteration 26Q: 3 clusters Score -3.95605e+07 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148916 members
Mstep: Class 2 contains 129639 members
Entering Unmasked Estep
Score: -39560360.000000 Penalty: 4074.645508
Iteration 27Q: 3 clusters Score -3.956036e+07 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148981 members
Mstep: Class 2 contains 129574 members
Entering Unmasked Estep
Score: -39560328.000000 Penalty: 4074.645508
Iteration 28Q: 3 clusters Score -3.956033e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149031 members
Mstep: Class 2 contains 129524 members
Entering Unmasked Estep
Score: -39560276.000000 Penalty: 4074.645508
Iteration 29Q: 3 clusters Score -3.956028e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149054 members
Mstep: Class 2 contains 129501 members
Entering Unmasked Estep
Score: -39560180.000000 Penalty: 4074.645508
Iteration 30Q: 3 clusters Score -3.956018e+07 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149077 members
Mstep: Class 2 contains 129478 members
Entering Unmasked Estep
Score: -39560188.000000 Penalty: 4074.645508
Iteration 31Q: 3 clusters Score -3.956019e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149087 members
Mstep: Class 2 contains 129468 members
Entering Unmasked Estep
Score: -39560132.000000 Penalty: 4074.645508
Iteration 32Q: 3 clusters Score -3.956013e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149100 members
Mstep: Class 2 contains 129455 members
Entering Unmasked Estep
Score: -39560124.000000 Penalty: 4074.645508
Iteration 33Q: 3 clusters Score -3.956012e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149119 members
Mstep: Class 2 contains 129436 members
Entering Unmasked Estep
Score: -39560140.000000 Penalty: 4074.645508
Iteration 34Q: 3 clusters Score -3.956014e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149140 members
Mstep: Class 2 contains 129415 members
Entering Unmasked Estep
Score: -39560088.000000 Penalty: 4074.645508
Iteration 35Q: 3 clusters Score -3.956009e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149149 members
Mstep: Class 2 contains 129406 members
Entering Unmasked Estep
Score: -39560044.000000 Penalty: 4074.645508
Iteration 36Q: 3 clusters Score -3.956004e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149161 members
Mstep: Class 2 contains 129394 members
Entering Unmasked Estep
Score: -39560008.000000 Penalty: 4074.645508
Iteration 37Q: 3 clusters Score -3.956001e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149175 members
Mstep: Class 2 contains 129380 members
Entering Unmasked Estep
Score: -39559984.000000 Penalty: 4074.645508
Iteration 38Q: 3 clusters Score -3.955998e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149182 members
Mstep: Class 2 contains 129373 members
Entering Unmasked Estep
Score: -39559980.000000 Penalty: 4074.645508
Iteration 39Q: 3 clusters Score -3.955998e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149194 members
Mstep: Class 2 contains 129361 members
Entering Unmasked Estep
Score: -39559964.000000 Penalty: 4074.645508
Iteration 40F: 3 clusters Score -3.955996e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149199 members
Mstep: Class 2 contains 129356 members
Entering Unmasked Estep
Score: -39559940.000000 Penalty: 4074.645508
Iteration 41Q: 3 clusters Score -3.955994e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149208 members
Mstep: Class 2 contains 129347 members
Entering Unmasked Estep
Score: -39559944.000000 Penalty: 4074.645508
Iteration 42Q: 3 clusters Score -3.955994e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149213 members
Mstep: Class 2 contains 129342 members
Entering Unmasked Estep
Score: -39559920.000000 Penalty: 4074.645508
Iteration 43Q: 3 clusters Score -3.955992e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149218 members
Mstep: Class 2 contains 129337 members
Entering Unmasked Estep
Score: -39559928.000000 Penalty: 4074.645508
Iteration 44Q: 3 clusters Score -3.955993e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149221 members
Mstep: Class 2 contains 129334 members
Entering Unmasked Estep
Score: -39559916.000000 Penalty: 4074.645508
Iteration 45Q: 3 clusters Score -3.955992e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149226 members
Mstep: Class 2 contains 129329 members
Entering Unmasked Estep
Score: -39559924.000000 Penalty: 4074.645508
Iteration 46Q: 3 clusters Score -3.955992e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149229 members
Mstep: Class 2 contains 129326 members
Entering Unmasked Estep
Score: -39559924.000000 Penalty: 4074.645508
Iteration 47Q: 3 clusters Score -3.955992e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149232 members
Mstep: Class 2 contains 129323 members
Entering Unmasked Estep
Score: -39559924.000000 Penalty: 4074.645508
Iteration 48Q: 3 clusters Score -3.955992e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149231 members
Mstep: Class 2 contains 129324 members
Entering Unmasked Estep
Score: -39559928.000000 Penalty: 4074.645508
Iteration 49Q: 3 clusters Score -3.955993e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149232 members
Mstep: Class 2 contains 129323 members
Entering Unmasked Estep
Score: -39559912.000000 Penalty: 4074.645508
Iteration 50Q: 3 clusters Score -3.955991e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149233 members
Mstep: Class 2 contains 129322 members
Entering Unmasked Estep
Score: -39559936.000000 Penalty: 4074.645508
Iteration 51Q: 3 clusters Score -3.955994e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149231 members
Mstep: Class 2 contains 129324 members
Entering Unmasked Estep
Score: -39559900.000000 Penalty: 4074.645508
Iteration 52Q: 3 clusters Score -3.95599e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149229 members
Mstep: Class 2 contains 129326 members
Entering Unmasked Estep
Score: -39559936.000000 Penalty: 4074.645508
Iteration 53Q: 3 clusters Score -3.955994e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149226 members
Mstep: Class 2 contains 129329 members
Entering Unmasked Estep
Score: -39559944.000000 Penalty: 4074.645508
Iteration 54Q: 3 clusters Score -3.955994e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149224 members
Mstep: Class 2 contains 129331 members
Entering Unmasked Estep
Score: -39559936.000000 Penalty: 4074.645508
Iteration 55Q: 3 clusters Score -3.955994e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149222 members
Mstep: Class 2 contains 129333 members
Entering Unmasked Estep
Score: -39559944.000000 Penalty: 4074.645508
Iteration 56Q: 3 clusters Score -3.955994e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149223 members
Mstep: Class 2 contains 129332 members
Entering Unmasked Estep
Score: -39559964.000000 Penalty: 4074.645508
Iteration 57Q: 3 clusters Score -3.955996e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149222 members
Mstep: Class 2 contains 129333 members
Entering Unmasked Estep
Score: -39559928.000000 Penalty: 4074.645508
Iteration 58Q: 3 clusters Score -3.955993e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149223 members
Mstep: Class 2 contains 129332 members
Entering Unmasked Estep
Score: -39559968.000000 Penalty: 4074.645508
Iteration 59Q: 3 clusters Score -3.955997e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149224 members
Mstep: Class 2 contains 129331 members
Entering Unmasked Estep
Score: -39559960.000000 Penalty: 4074.645508
Iteration 60F: 3 clusters Score -3.955996e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149223 members
Mstep: Class 2 contains 129332 members
Entering Unmasked Estep
Score: -39559960.000000 Penalty: 4074.645508
Iteration 61Q: 3 clusters Score -3.955996e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149223 members
Mstep: Class 2 contains 129332 members
Entering Unmasked Estep
Score: -39559960.000000 Penalty: 4074.645508
Iteration 62F: 3 clusters Score -3.955996e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 162789 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Entering Unmasked Estep
Score: -541720512.000000 Penalty: 64263.847656
Splitting cluster 8 changes total score from -539937536.000000 to -541720512.000000
So it's getting split into cluster 26.
Entering ConstructFrom:
Trying to split cluster 9 (162789 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162789 members
Entering Unmasked Estep
Score: -23165054.000000 Penalty: 1950.034058
Iteration 0F: 2 clusters Score -2.316505e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81116 members
Mstep: Class 2 contains 81673 members
Entering Unmasked Estep
Score: -23167728.000000 Penalty: 3900.068115
Iteration 0F: 3 clusters Score -2.316773e+07 nChanged 78990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78790 members
Mstep: Class 2 contains 83999 members
Entering Unmasked Estep
Score: -23218842.000000 Penalty: 3900.068115
Iteration 1F: 3 clusters Score -2.321884e+07 nChanged 11966
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75618 members
Mstep: Class 2 contains 87171 members
Entering Unmasked Estep
Score: -23224002.000000 Penalty: 3900.068115
Iteration 2F: 3 clusters Score -2.3224e+07 nChanged 11604
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71988 members
Mstep: Class 2 contains 90801 members
Entering Unmasked Estep
Score: -23228936.000000 Penalty: 3900.068115
Iteration 3F: 3 clusters Score -2.322894e+07 nChanged 11145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69177 members
Mstep: Class 2 contains 93612 members
Entering Unmasked Estep
Score: -23233718.000000 Penalty: 3900.068115
Iteration 4F: 3 clusters Score -2.323372e+07 nChanged 9882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67343 members
Mstep: Class 2 contains 95446 members
Entering Unmasked Estep
Score: -23237014.000000 Penalty: 3900.068115
Iteration 5F: 3 clusters Score -2.323701e+07 nChanged 8597
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66284 members
Mstep: Class 2 contains 96505 members
Entering Unmasked Estep
Score: -23239614.000000 Penalty: 3900.068115
Iteration 6F: 3 clusters Score -2.323961e+07 nChanged 8045
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65857 members
Mstep: Class 2 contains 96932 members
Entering Unmasked Estep
Score: -23242474.000000 Penalty: 3900.068115
Iteration 7Q: 3 clusters Score -2.324247e+07 nChanged 8341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65776 members
Mstep: Class 2 contains 97013 members
Entering Unmasked Estep
Score: -23246930.000000 Penalty: 3900.068115
Iteration 8F: 3 clusters Score -2.324693e+07 nChanged 9056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65884 members
Mstep: Class 2 contains 96905 members
Entering Unmasked Estep
Score: -23254538.000000 Penalty: 3900.068115
Iteration 9F: 3 clusters Score -2.325454e+07 nChanged 10182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66568 members
Mstep: Class 2 contains 96221 members
Entering Unmasked Estep
Score: -23271648.000000 Penalty: 3900.068115
Iteration 10F: 3 clusters Score -2.327165e+07 nChanged 11562
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68458 members
Mstep: Class 2 contains 94331 members
Entering Unmasked Estep
Score: -23311496.000000 Penalty: 3900.068115
Iteration 11F: 3 clusters Score -2.33115e+07 nChanged 8709
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72367 members
Mstep: Class 2 contains 90422 members
Entering Unmasked Estep
Score: -23350618.000000 Penalty: 3900.068115
Iteration 12F: 3 clusters Score -2.335062e+07 nChanged 2636
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73573 members
Mstep: Class 2 contains 89216 members
Entering Unmasked Estep
Score: -23358354.000000 Penalty: 3900.068115
Iteration 13Q: 3 clusters Score -2.335835e+07 nChanged 676
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73871 members
Mstep: Class 2 contains 88918 members
Entering Unmasked Estep
Score: -23359166.000000 Penalty: 3900.068115
Iteration 14Q: 3 clusters Score -2.335917e+07 nChanged 234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73995 members
Mstep: Class 2 contains 88794 members
Entering Unmasked Estep
Score: -23359302.000000 Penalty: 3900.068115
Iteration 15Q: 3 clusters Score -2.33593e+07 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74069 members
Mstep: Class 2 contains 88720 members
Entering Unmasked Estep
Score: -23359376.000000 Penalty: 3900.068115
Iteration 16Q: 3 clusters Score -2.335938e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74113 members
Mstep: Class 2 contains 88676 members
Entering Unmasked Estep
Score: -23359398.000000 Penalty: 3900.068115
Iteration 17Q: 3 clusters Score -2.33594e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74140 members
Mstep: Class 2 contains 88649 members
Entering Unmasked Estep
Score: -23359436.000000 Penalty: 3900.068115
Iteration 18Q: 3 clusters Score -2.335944e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74154 members
Mstep: Class 2 contains 88635 members
Entering Unmasked Estep
Score: -23359420.000000 Penalty: 3900.068115
Iteration 19Q: 3 clusters Score -2.335942e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74160 members
Mstep: Class 2 contains 88629 members
Entering Unmasked Estep
Score: -23359416.000000 Penalty: 3900.068115
Iteration 20F: 3 clusters Score -2.335942e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74164 members
Mstep: Class 2 contains 88625 members
Entering Unmasked Estep
Score: -23359416.000000 Penalty: 3900.068115
Iteration 21Q: 3 clusters Score -2.335942e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74167 members
Mstep: Class 2 contains 88622 members
Entering Unmasked Estep
Score: -23359432.000000 Penalty: 3900.068115
Iteration 22Q: 3 clusters Score -2.335943e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74170 members
Mstep: Class 2 contains 88619 members
Entering Unmasked Estep
Score: -23359436.000000 Penalty: 3900.068115
Iteration 23Q: 3 clusters Score -2.335944e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74171 members
Mstep: Class 2 contains 88618 members
Entering Unmasked Estep
Score: -23359440.000000 Penalty: 3900.068115
Iteration 24Q: 3 clusters Score -2.335944e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74172 members
Mstep: Class 2 contains 88617 members
Entering Unmasked Estep
Score: -23359436.000000 Penalty: 3900.068115
Iteration 25Q: 3 clusters Score -2.335944e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74173 members
Mstep: Class 2 contains 88616 members
Entering Unmasked Estep
Score: -23359416.000000 Penalty: 3900.068115
Iteration 26Q: 3 clusters Score -2.335942e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74174 members
Mstep: Class 2 contains 88615 members
Entering Unmasked Estep
Score: -23359418.000000 Penalty: 3900.068115
Iteration 27Q: 3 clusters Score -2.335942e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74174 members
Mstep: Class 2 contains 88615 members
Entering Unmasked Estep
Score: -23359418.000000 Penalty: 3900.068115
Iteration 28F: 3 clusters Score -2.335942e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 214992 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Entering Unmasked Estep
Score: -542047232.000000 Penalty: 66735.531250
Splitting cluster 9 changes total score from -539937536.000000 to -542047232.000000
So it's getting split into cluster 27.
Entering ConstructFrom:
Trying to split cluster 10 (214992 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 214992 members
Entering Unmasked Estep
Score: -30218204.000000 Penalty: 1995.232910
Iteration 0F: 2 clusters Score -3.02182e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107321 members
Mstep: Class 2 contains 107671 members
Entering Unmasked Estep
Score: -30247088.000000 Penalty: 3990.465820
Iteration 0F: 3 clusters Score -3.024709e+07 nChanged 104829
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97626 members
Mstep: Class 2 contains 117366 members
Entering Unmasked Estep
Score: -30324462.000000 Penalty: 3990.465820
Iteration 1F: 3 clusters Score -3.032446e+07 nChanged 15343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90745 members
Mstep: Class 2 contains 124247 members
Entering Unmasked Estep
Score: -30342284.000000 Penalty: 3990.465820
Iteration 2F: 3 clusters Score -3.034228e+07 nChanged 18494
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 85089 members
Mstep: Class 2 contains 129903 members
Entering Unmasked Estep
Score: -30352658.000000 Penalty: 3990.465820
Iteration 3F: 3 clusters Score -3.035266e+07 nChanged 18821
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83420 members
Mstep: Class 2 contains 131572 members
Entering Unmasked Estep
Score: -30356912.000000 Penalty: 3990.465820
Iteration 4F: 3 clusters Score -3.035691e+07 nChanged 17481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82753 members
Mstep: Class 2 contains 132239 members
Entering Unmasked Estep
Score: -30360060.000000 Penalty: 3990.465820
Iteration 5F: 3 clusters Score -3.036006e+07 nChanged 13999
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81524 members
Mstep: Class 2 contains 133468 members
Entering Unmasked Estep
Score: -30357990.000000 Penalty: 3990.465820
Iteration 6F: 3 clusters Score -3.035799e+07 nChanged 9225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80061 members
Mstep: Class 2 contains 134931 members
Entering Unmasked Estep
Score: -30354500.000000 Penalty: 3990.465820
Iteration 7Q: 3 clusters Score -3.03545e+07 nChanged 5901
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78544 members
Mstep: Class 2 contains 136448 members
Entering Unmasked Estep
Score: -30352298.000000 Penalty: 3990.465820
Iteration 8Q: 3 clusters Score -3.03523e+07 nChanged 4906
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77166 members
Mstep: Class 2 contains 137826 members
Entering Unmasked Estep
Score: -30351042.000000 Penalty: 3990.465820
Iteration 9Q: 3 clusters Score -3.035104e+07 nChanged 4533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75891 members
Mstep: Class 2 contains 139101 members
Entering Unmasked Estep
Score: -30350212.000000 Penalty: 3990.465820
Iteration 10Q: 3 clusters Score -3.035021e+07 nChanged 4358
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74923 members
Mstep: Class 2 contains 140069 members
Entering Unmasked Estep
Score: -30350470.000000 Penalty: 3990.465820
Iteration 11Q: 3 clusters Score -3.035047e+07 nChanged 4022
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74079 members
Mstep: Class 2 contains 140913 members
Entering Unmasked Estep
Score: -30350968.000000 Penalty: 3990.465820
Iteration 12Q: 3 clusters Score -3.035097e+07 nChanged 3609
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73378 members
Mstep: Class 2 contains 141614 members
Entering Unmasked Estep
Score: -30351934.000000 Penalty: 3990.465820
Iteration 13Q: 3 clusters Score -3.035193e+07 nChanged 3391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72935 members
Mstep: Class 2 contains 142057 members
Entering Unmasked Estep
Score: -30352912.000000 Penalty: 3990.465820
Iteration 14Q: 3 clusters Score -3.035291e+07 nChanged 3126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72501 members
Mstep: Class 2 contains 142491 members
Entering Unmasked Estep
Score: -30353580.000000 Penalty: 3990.465820
Iteration 15Q: 3 clusters Score -3.035358e+07 nChanged 2689
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72148 members
Mstep: Class 2 contains 142844 members
Entering Unmasked Estep
Score: -30354052.000000 Penalty: 3990.465820
Iteration 16Q: 3 clusters Score -3.035405e+07 nChanged 2354
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71842 members
Mstep: Class 2 contains 143150 members
Entering Unmasked Estep
Score: -30354380.000000 Penalty: 3990.465820
Iteration 17Q: 3 clusters Score -3.035438e+07 nChanged 2164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71630 members
Mstep: Class 2 contains 143362 members
Entering Unmasked Estep
Score: -30354984.000000 Penalty: 3990.465820
Iteration 18Q: 3 clusters Score -3.035498e+07 nChanged 1871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71441 members
Mstep: Class 2 contains 143551 members
Entering Unmasked Estep
Score: -30355398.000000 Penalty: 3990.465820
Iteration 19Q: 3 clusters Score -3.03554e+07 nChanged 1648
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71303 members
Mstep: Class 2 contains 143689 members
Entering Unmasked Estep
Score: -30355494.000000 Penalty: 3990.465820
Iteration 20F: 3 clusters Score -3.035549e+07 nChanged 1384
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71181 members
Mstep: Class 2 contains 143811 members
Entering Unmasked Estep
Score: -30355526.000000 Penalty: 3990.465820
Iteration 21Q: 3 clusters Score -3.035553e+07 nChanged 1306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71013 members
Mstep: Class 2 contains 143979 members
Entering Unmasked Estep
Score: -30355488.000000 Penalty: 3990.465820
Iteration 22Q: 3 clusters Score -3.035549e+07 nChanged 1220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70827 members
Mstep: Class 2 contains 144165 members
Entering Unmasked Estep
Score: -30355420.000000 Penalty: 3990.465820
Iteration 23Q: 3 clusters Score -3.035542e+07 nChanged 1128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70687 members
Mstep: Class 2 contains 144305 members
Entering Unmasked Estep
Score: -30355358.000000 Penalty: 3990.465820
Iteration 24Q: 3 clusters Score -3.035536e+07 nChanged 1071
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70688 members
Mstep: Class 2 contains 144304 members
Entering Unmasked Estep
Score: -30355574.000000 Penalty: 3990.465820
Iteration 25Q: 3 clusters Score -3.035557e+07 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70644 members
Mstep: Class 2 contains 144348 members
Entering Unmasked Estep
Score: -30355522.000000 Penalty: 3990.465820
Iteration 26Q: 3 clusters Score -3.035552e+07 nChanged 988
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70612 members
Mstep: Class 2 contains 144380 members
Entering Unmasked Estep
Score: -30355580.000000 Penalty: 3990.465820
Iteration 27Q: 3 clusters Score -3.035558e+07 nChanged 1021
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70493 members
Mstep: Class 2 contains 144499 members
Entering Unmasked Estep
Score: -30355478.000000 Penalty: 3990.465820
Iteration 28Q: 3 clusters Score -3.035548e+07 nChanged 991
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70452 members
Mstep: Class 2 contains 144540 members
Entering Unmasked Estep
Score: -30355534.000000 Penalty: 3990.465820
Iteration 29Q: 3 clusters Score -3.035553e+07 nChanged 921
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70381 members
Mstep: Class 2 contains 144611 members
Entering Unmasked Estep
Score: -30355468.000000 Penalty: 3990.465820
Iteration 30Q: 3 clusters Score -3.035547e+07 nChanged 840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70349 members
Mstep: Class 2 contains 144643 members
Entering Unmasked Estep
Score: -30355524.000000 Penalty: 3990.465820
Iteration 31Q: 3 clusters Score -3.035552e+07 nChanged 829
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70334 members
Mstep: Class 2 contains 144658 members
Entering Unmasked Estep
Score: -30355482.000000 Penalty: 3990.465820
Iteration 32Q: 3 clusters Score -3.035548e+07 nChanged 739
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70321 members
Mstep: Class 2 contains 144671 members
Entering Unmasked Estep
Score: -30355486.000000 Penalty: 3990.465820
Iteration 33Q: 3 clusters Score -3.035549e+07 nChanged 774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70335 members
Mstep: Class 2 contains 144657 members
Entering Unmasked Estep
Score: -30355474.000000 Penalty: 3990.465820
Iteration 34Q: 3 clusters Score -3.035547e+07 nChanged 722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70301 members
Mstep: Class 2 contains 144691 members
Entering Unmasked Estep
Score: -30355550.000000 Penalty: 3990.465820
Iteration 35Q: 3 clusters Score -3.035555e+07 nChanged 695
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70242 members
Mstep: Class 2 contains 144750 members
Entering Unmasked Estep
Score: -30355550.000000 Penalty: 3990.465820
Iteration 36Q: 3 clusters Score -3.035555e+07 nChanged 670
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70232 members
Mstep: Class 2 contains 144760 members
Entering Unmasked Estep
Score: -30355592.000000 Penalty: 3990.465820
Iteration 37Q: 3 clusters Score -3.035559e+07 nChanged 656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70212 members
Mstep: Class 2 contains 144780 members
Entering Unmasked Estep
Score: -30355778.000000 Penalty: 3990.465820
Iteration 38Q: 3 clusters Score -3.035578e+07 nChanged 682
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70218 members
Mstep: Class 2 contains 144774 members
Entering Unmasked Estep
Score: -30355896.000000 Penalty: 3990.465820
Iteration 39Q: 3 clusters Score -3.03559e+07 nChanged 656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70230 members
Mstep: Class 2 contains 144762 members
Entering Unmasked Estep
Score: -30356048.000000 Penalty: 3990.465820
Iteration 40F: 3 clusters Score -3.035605e+07 nChanged 666
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70222 members
Mstep: Class 2 contains 144770 members
Entering Unmasked Estep
Score: -30356084.000000 Penalty: 3990.465820
Iteration 41Q: 3 clusters Score -3.035608e+07 nChanged 570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70242 members
Mstep: Class 2 contains 144750 members
Entering Unmasked Estep
Score: -30356178.000000 Penalty: 3990.465820
Iteration 42Q: 3 clusters Score -3.035618e+07 nChanged 566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70270 members
Mstep: Class 2 contains 144722 members
Entering Unmasked Estep
Score: -30356250.000000 Penalty: 3990.465820
Iteration 43Q: 3 clusters Score -3.035625e+07 nChanged 526
Entering Unmasked Mstep
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Mstep: Class 1 contains 70262 members
Mstep: Class 2 contains 144730 members
Entering Unmasked Estep
Score: -30356354.000000 Penalty: 3990.465820
Iteration 44Q: 3 clusters Score -3.035635e+07 nChanged 518
Entering Unmasked Mstep
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Mstep: Class 1 contains 70262 members
Mstep: Class 2 contains 144730 members
Entering Unmasked Estep
Score: -30356378.000000 Penalty: 3990.465820
Iteration 45Q: 3 clusters Score -3.035638e+07 nChanged 506
Entering Unmasked Mstep
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Mstep: Class 1 contains 70280 members
Mstep: Class 2 contains 144712 members
Entering Unmasked Estep
Score: -30356502.000000 Penalty: 3990.465820
Iteration 46Q: 3 clusters Score -3.03565e+07 nChanged 500
Entering Unmasked Mstep
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Mstep: Class 1 contains 70284 members
Mstep: Class 2 contains 144708 members
Entering Unmasked Estep
Score: -30356552.000000 Penalty: 3990.465820
Iteration 47Q: 3 clusters Score -3.035655e+07 nChanged 466
Entering Unmasked Mstep
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Mstep: Class 1 contains 70282 members
Mstep: Class 2 contains 144710 members
Entering Unmasked Estep
Score: -30356514.000000 Penalty: 3990.465820
Iteration 48Q: 3 clusters Score -3.035651e+07 nChanged 432
Entering Unmasked Mstep
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Mstep: Class 1 contains 70298 members
Mstep: Class 2 contains 144694 members
Entering Unmasked Estep
Score: -30356694.000000 Penalty: 3990.465820
Iteration 49Q: 3 clusters Score -3.035669e+07 nChanged 452
Entering Unmasked Mstep
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Mstep: Class 1 contains 70298 members
Mstep: Class 2 contains 144694 members
Entering Unmasked Estep
Score: -30356798.000000 Penalty: 3990.465820
Iteration 50Q: 3 clusters Score -3.03568e+07 nChanged 413
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70319 members
Mstep: Class 2 contains 144673 members
Entering Unmasked Estep
Score: -30356890.000000 Penalty: 3990.465820
Iteration 51Q: 3 clusters Score -3.035689e+07 nChanged 376
Entering Unmasked Mstep
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Mstep: Class 1 contains 70363 members
Mstep: Class 2 contains 144629 members
Entering Unmasked Estep
Score: -30357090.000000 Penalty: 3990.465820
Iteration 52Q: 3 clusters Score -3.035709e+07 nChanged 365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70402 members
Mstep: Class 2 contains 144590 members
Entering Unmasked Estep
Score: -30357152.000000 Penalty: 3990.465820
Iteration 53Q: 3 clusters Score -3.035715e+07 nChanged 356
Entering Unmasked Mstep
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Mstep: Class 1 contains 70420 members
Mstep: Class 2 contains 144572 members
Entering Unmasked Estep
Score: -30357188.000000 Penalty: 3990.465820
Iteration 54Q: 3 clusters Score -3.035719e+07 nChanged 335
Entering Unmasked Mstep
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Mstep: Class 1 contains 70407 members
Mstep: Class 2 contains 144585 members
Entering Unmasked Estep
Score: -30357174.000000 Penalty: 3990.465820
Iteration 55Q: 3 clusters Score -3.035717e+07 nChanged 333
Entering Unmasked Mstep
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Mstep: Class 1 contains 70394 members
Mstep: Class 2 contains 144598 members
Entering Unmasked Estep
Score: -30357274.000000 Penalty: 3990.465820
Iteration 56Q: 3 clusters Score -3.035727e+07 nChanged 354
Entering Unmasked Mstep
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Mstep: Class 1 contains 70410 members
Mstep: Class 2 contains 144582 members
Entering Unmasked Estep
Score: -30357390.000000 Penalty: 3990.465820
Iteration 57Q: 3 clusters Score -3.035739e+07 nChanged 344
Entering Unmasked Mstep
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Mstep: Class 1 contains 70440 members
Mstep: Class 2 contains 144552 members
Entering Unmasked Estep
Score: -30357496.000000 Penalty: 3990.465820
Iteration 58Q: 3 clusters Score -3.03575e+07 nChanged 348
Entering Unmasked Mstep
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Mstep: Class 1 contains 70458 members
Mstep: Class 2 contains 144534 members
Entering Unmasked Estep
Score: -30357534.000000 Penalty: 3990.465820
Iteration 59Q: 3 clusters Score -3.035753e+07 nChanged 342
Entering Unmasked Mstep
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Mstep: Class 1 contains 70472 members
Mstep: Class 2 contains 144520 members
Entering Unmasked Estep
Score: -30357574.000000 Penalty: 3990.465820
Iteration 60F: 3 clusters Score -3.035757e+07 nChanged 312
Entering Unmasked Mstep
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Mstep: Class 1 contains 70510 members
Mstep: Class 2 contains 144482 members
Entering Unmasked Estep
Score: -30357670.000000 Penalty: 3990.465820
Iteration 61Q: 3 clusters Score -3.035767e+07 nChanged 299
Entering Unmasked Mstep
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Mstep: Class 1 contains 70541 members
Mstep: Class 2 contains 144451 members
Entering Unmasked Estep
Score: -30357738.000000 Penalty: 3990.465820
Iteration 62Q: 3 clusters Score -3.035774e+07 nChanged 279
Entering Unmasked Mstep
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Mstep: Class 1 contains 70586 members
Mstep: Class 2 contains 144406 members
Entering Unmasked Estep
Score: -30357800.000000 Penalty: 3990.465820
Iteration 63Q: 3 clusters Score -3.03578e+07 nChanged 239
Entering Unmasked Mstep
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Mstep: Class 1 contains 70617 members
Mstep: Class 2 contains 144375 members
Entering Unmasked Estep
Score: -30357884.000000 Penalty: 3990.465820
Iteration 64Q: 3 clusters Score -3.035788e+07 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70649 members
Mstep: Class 2 contains 144343 members
Entering Unmasked Estep
Score: -30357950.000000 Penalty: 3990.465820
Iteration 65Q: 3 clusters Score -3.035795e+07 nChanged 203
Entering Unmasked Mstep
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Mstep: Class 1 contains 70656 members
Mstep: Class 2 contains 144336 members
Entering Unmasked Estep
Score: -30357874.000000 Penalty: 3990.465820
Iteration 66Q: 3 clusters Score -3.035787e+07 nChanged 188
Entering Unmasked Mstep
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Mstep: Class 1 contains 70672 members
Mstep: Class 2 contains 144320 members
Entering Unmasked Estep
Score: -30357904.000000 Penalty: 3990.465820
Iteration 67Q: 3 clusters Score -3.03579e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70699 members
Mstep: Class 2 contains 144293 members
Entering Unmasked Estep
Score: -30357936.000000 Penalty: 3990.465820
Iteration 68Q: 3 clusters Score -3.035794e+07 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70713 members
Mstep: Class 2 contains 144279 members
Entering Unmasked Estep
Score: -30357968.000000 Penalty: 3990.465820
Iteration 69Q: 3 clusters Score -3.035797e+07 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70714 members
Mstep: Class 2 contains 144278 members
Entering Unmasked Estep
Score: -30357910.000000 Penalty: 3990.465820
Iteration 70Q: 3 clusters Score -3.035791e+07 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70729 members
Mstep: Class 2 contains 144263 members
Entering Unmasked Estep
Score: -30357940.000000 Penalty: 3990.465820
Iteration 71Q: 3 clusters Score -3.035794e+07 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70749 members
Mstep: Class 2 contains 144243 members
Entering Unmasked Estep
Score: -30357962.000000 Penalty: 3990.465820
Iteration 72Q: 3 clusters Score -3.035796e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70770 members
Mstep: Class 2 contains 144222 members
Entering Unmasked Estep
Score: -30358006.000000 Penalty: 3990.465820
Iteration 73Q: 3 clusters Score -3.035801e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70779 members
Mstep: Class 2 contains 144213 members
Entering Unmasked Estep
Score: -30358038.000000 Penalty: 3990.465820
Iteration 74Q: 3 clusters Score -3.035804e+07 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70793 members
Mstep: Class 2 contains 144199 members
Entering Unmasked Estep
Score: -30358034.000000 Penalty: 3990.465820
Iteration 75Q: 3 clusters Score -3.035803e+07 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70788 members
Mstep: Class 2 contains 144204 members
Entering Unmasked Estep
Score: -30358038.000000 Penalty: 3990.465820
Iteration 76Q: 3 clusters Score -3.035804e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70779 members
Mstep: Class 2 contains 144213 members
Entering Unmasked Estep
Score: -30358024.000000 Penalty: 3990.465820
Iteration 77Q: 3 clusters Score -3.035802e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70765 members
Mstep: Class 2 contains 144227 members
Entering Unmasked Estep
Score: -30358004.000000 Penalty: 3990.465820
Iteration 78Q: 3 clusters Score -3.0358e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70751 members
Mstep: Class 2 contains 144241 members
Entering Unmasked Estep
Score: -30357924.000000 Penalty: 3990.465820
Iteration 79Q: 3 clusters Score -3.035792e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70751 members
Mstep: Class 2 contains 144241 members
Entering Unmasked Estep
Score: -30357900.000000 Penalty: 3990.465820
Iteration 80F: 3 clusters Score -3.03579e+07 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70731 members
Mstep: Class 2 contains 144261 members
Entering Unmasked Estep
Score: -30357892.000000 Penalty: 3990.465820
Iteration 81Q: 3 clusters Score -3.035789e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70731 members
Mstep: Class 2 contains 144261 members
Entering Unmasked Estep
Score: -30357900.000000 Penalty: 3990.465820
Iteration 82Q: 3 clusters Score -3.03579e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70728 members
Mstep: Class 2 contains 144264 members
Entering Unmasked Estep
Score: -30357880.000000 Penalty: 3990.465820
Iteration 83Q: 3 clusters Score -3.035788e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70741 members
Mstep: Class 2 contains 144251 members
Entering Unmasked Estep
Score: -30357942.000000 Penalty: 3990.465820
Iteration 84Q: 3 clusters Score -3.035794e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70756 members
Mstep: Class 2 contains 144236 members
Entering Unmasked Estep
Score: -30357966.000000 Penalty: 3990.465820
Iteration 85Q: 3 clusters Score -3.035797e+07 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70776 members
Mstep: Class 2 contains 144216 members
Entering Unmasked Estep
Score: -30357956.000000 Penalty: 3990.465820
Iteration 86Q: 3 clusters Score -3.035796e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70793 members
Mstep: Class 2 contains 144199 members
Entering Unmasked Estep
Score: -30357982.000000 Penalty: 3990.465820
Iteration 87Q: 3 clusters Score -3.035798e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70807 members
Mstep: Class 2 contains 144185 members
Entering Unmasked Estep
Score: -30358052.000000 Penalty: 3990.465820
Iteration 88Q: 3 clusters Score -3.035805e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70821 members
Mstep: Class 2 contains 144171 members
Entering Unmasked Estep
Score: -30358096.000000 Penalty: 3990.465820
Iteration 89Q: 3 clusters Score -3.03581e+07 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70825 members
Mstep: Class 2 contains 144167 members
Entering Unmasked Estep
Score: -30358090.000000 Penalty: 3990.465820
Iteration 90Q: 3 clusters Score -3.035809e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70831 members
Mstep: Class 2 contains 144161 members
Entering Unmasked Estep
Score: -30358122.000000 Penalty: 3990.465820
Iteration 91Q: 3 clusters Score -3.035812e+07 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70838 members
Mstep: Class 2 contains 144154 members
Entering Unmasked Estep
Score: -30358150.000000 Penalty: 3990.465820
Iteration 92Q: 3 clusters Score -3.035815e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70836 members
Mstep: Class 2 contains 144156 members
Entering Unmasked Estep
Score: -30358146.000000 Penalty: 3990.465820
Iteration 93Q: 3 clusters Score -3.035815e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70834 members
Mstep: Class 2 contains 144158 members
Entering Unmasked Estep
Score: -30358132.000000 Penalty: 3990.465820
Iteration 94Q: 3 clusters Score -3.035813e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70838 members
Mstep: Class 2 contains 144154 members
Entering Unmasked Estep
Score: -30358146.000000 Penalty: 3990.465820
Iteration 95Q: 3 clusters Score -3.035815e+07 nChanged 27
Entering Unmasked Mstep
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Mstep: Class 1 contains 70841 members
Mstep: Class 2 contains 144151 members
Entering Unmasked Estep
Score: -30358184.000000 Penalty: 3990.465820
Iteration 96Q: 3 clusters Score -3.035818e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70843 members
Mstep: Class 2 contains 144149 members
Entering Unmasked Estep
Score: -30358154.000000 Penalty: 3990.465820
Iteration 97Q: 3 clusters Score -3.035815e+07 nChanged 24
Entering Unmasked Mstep
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Mstep: Class 1 contains 70841 members
Mstep: Class 2 contains 144151 members
Entering Unmasked Estep
Score: -30358170.000000 Penalty: 3990.465820
Iteration 98Q: 3 clusters Score -3.035817e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70840 members
Mstep: Class 2 contains 144152 members
Entering Unmasked Estep
Score: -30358154.000000 Penalty: 3990.465820
Iteration 99Q: 3 clusters Score -3.035815e+07 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 1 contains 70838 members
Mstep: Class 2 contains 144154 members
Entering Unmasked Estep
Score: -30358148.000000 Penalty: 3990.465820
Iteration 100F: 3 clusters Score -3.035815e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70848 members
Mstep: Class 2 contains 144144 members
Entering Unmasked Estep
Score: -30358180.000000 Penalty: 3990.465820
Iteration 101Q: 3 clusters Score -3.035818e+07 nChanged 30
Entering Unmasked Mstep
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Mstep: Class 1 contains 70840 members
Mstep: Class 2 contains 144152 members
Entering Unmasked Estep
Score: -30358132.000000 Penalty: 3990.465820
Iteration 102Q: 3 clusters Score -3.035813e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70828 members
Mstep: Class 2 contains 144164 members
Entering Unmasked Estep
Score: -30358120.000000 Penalty: 3990.465820
Iteration 103Q: 3 clusters Score -3.035812e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70820 members
Mstep: Class 2 contains 144172 members
Entering Unmasked Estep
Score: -30358116.000000 Penalty: 3990.465820
Iteration 104Q: 3 clusters Score -3.035812e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70816 members
Mstep: Class 2 contains 144176 members
Entering Unmasked Estep
Score: -30358088.000000 Penalty: 3990.465820
Iteration 105Q: 3 clusters Score -3.035809e+07 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 1 contains 70816 members
Mstep: Class 2 contains 144176 members
Entering Unmasked Estep
Score: -30358114.000000 Penalty: 3990.465820
Iteration 106Q: 3 clusters Score -3.035811e+07 nChanged 37
Entering Unmasked Mstep
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Mstep: Class 1 contains 70825 members
Mstep: Class 2 contains 144167 members
Entering Unmasked Estep
Score: -30358126.000000 Penalty: 3990.465820
Iteration 107Q: 3 clusters Score -3.035813e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 1 contains 70821 members
Mstep: Class 2 contains 144171 members
Entering Unmasked Estep
Score: -30358110.000000 Penalty: 3990.465820
Iteration 108Q: 3 clusters Score -3.035811e+07 nChanged 24
Entering Unmasked Mstep
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Mstep: Class 1 contains 70823 members
Mstep: Class 2 contains 144169 members
Entering Unmasked Estep
Score: -30358120.000000 Penalty: 3990.465820
Iteration 109Q: 3 clusters Score -3.035812e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 70824 members
Mstep: Class 2 contains 144168 members
Entering Unmasked Estep
Score: -30358114.000000 Penalty: 3990.465820
Iteration 110Q: 3 clusters Score -3.035811e+07 nChanged 24
Entering Unmasked Mstep
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Mstep: Class 1 contains 70822 members
Mstep: Class 2 contains 144170 members
Entering Unmasked Estep
Score: -30358126.000000 Penalty: 3990.465820
Iteration 111Q: 3 clusters Score -3.035813e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 70813 members
Mstep: Class 2 contains 144179 members
Entering Unmasked Estep
Score: -30358116.000000 Penalty: 3990.465820
Iteration 112Q: 3 clusters Score -3.035812e+07 nChanged 16
Entering Unmasked Mstep
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Mstep: Class 1 contains 70803 members
Mstep: Class 2 contains 144189 members
Entering Unmasked Estep
Score: -30358086.000000 Penalty: 3990.465820
Iteration 113Q: 3 clusters Score -3.035809e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70796 members
Mstep: Class 2 contains 144196 members
Entering Unmasked Estep
Score: -30358056.000000 Penalty: 3990.465820
Iteration 114Q: 3 clusters Score -3.035806e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 2 contains 144199 members
Entering Unmasked Estep
Score: -30358074.000000 Penalty: 3990.465820
Iteration 115Q: 3 clusters Score -3.035807e+07 nChanged 23
Entering Unmasked Mstep
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Mstep: Class 1 contains 70796 members
Mstep: Class 2 contains 144196 members
Entering Unmasked Estep
Score: -30358096.000000 Penalty: 3990.465820
Iteration 116Q: 3 clusters Score -3.03581e+07 nChanged 18
Entering Unmasked Mstep
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Mstep: Class 1 contains 70806 members
Mstep: Class 2 contains 144186 members
Entering Unmasked Estep
Score: -30358126.000000 Penalty: 3990.465820
Iteration 117Q: 3 clusters Score -3.035813e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 70809 members
Mstep: Class 2 contains 144183 members
Entering Unmasked Estep
Score: -30358104.000000 Penalty: 3990.465820
Iteration 118Q: 3 clusters Score -3.03581e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 70806 members
Mstep: Class 2 contains 144186 members
Entering Unmasked Estep
Score: -30358122.000000 Penalty: 3990.465820
Iteration 119Q: 3 clusters Score -3.035812e+07 nChanged 25
Entering Unmasked Mstep
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Mstep: Class 1 contains 70809 members
Mstep: Class 2 contains 144183 members
Entering Unmasked Estep
Score: -30358122.000000 Penalty: 3990.465820
Iteration 120F: 3 clusters Score -3.035812e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70816 members
Mstep: Class 2 contains 144176 members
Entering Unmasked Estep
Score: -30358096.000000 Penalty: 3990.465820
Iteration 121Q: 3 clusters Score -3.03581e+07 nChanged 25
Entering Unmasked Mstep
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Mstep: Class 2 contains 144179 members
Entering Unmasked Estep
Score: -30358096.000000 Penalty: 3990.465820
Iteration 122Q: 3 clusters Score -3.03581e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70811 members
Mstep: Class 2 contains 144181 members
Entering Unmasked Estep
Score: -30358102.000000 Penalty: 3990.465820
Iteration 123Q: 3 clusters Score -3.03581e+07 nChanged 21
Entering Unmasked Mstep
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Mstep: Class 1 contains 70810 members
Mstep: Class 2 contains 144182 members
Entering Unmasked Estep
Score: -30358108.000000 Penalty: 3990.465820
Iteration 124Q: 3 clusters Score -3.035811e+07 nChanged 7
Entering Unmasked Mstep
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Mstep: Class 2 contains 144181 members
Entering Unmasked Estep
Score: -30358098.000000 Penalty: 3990.465820
Iteration 125Q: 3 clusters Score -3.03581e+07 nChanged 6
Entering Unmasked Mstep
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Mstep: Class 2 contains 144181 members
Entering Unmasked Estep
Score: -30358108.000000 Penalty: 3990.465820
Iteration 126Q: 3 clusters Score -3.035811e+07 nChanged 6
Entering Unmasked Mstep
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Mstep: Class 1 contains 70809 members
Mstep: Class 2 contains 144183 members
Entering Unmasked Estep
Score: -30358098.000000 Penalty: 3990.465820
Iteration 127Q: 3 clusters Score -3.03581e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70805 members
Mstep: Class 2 contains 144187 members
Entering Unmasked Estep
Score: -30358086.000000 Penalty: 3990.465820
Iteration 128Q: 3 clusters Score -3.035809e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70804 members
Mstep: Class 2 contains 144188 members
Entering Unmasked Estep
Score: -30358074.000000 Penalty: 3990.465820
Iteration 129Q: 3 clusters Score -3.035807e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70804 members
Mstep: Class 2 contains 144188 members
Entering Unmasked Estep
Score: -30358082.000000 Penalty: 3990.465820
Iteration 130Q: 3 clusters Score -3.035808e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70804 members
Mstep: Class 2 contains 144188 members
Entering Unmasked Estep
Score: -30358070.000000 Penalty: 3990.465820
Iteration 131Q: 3 clusters Score -3.035807e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70803 members
Mstep: Class 2 contains 144189 members
Entering Unmasked Estep
Score: -30358058.000000 Penalty: 3990.465820
Iteration 132Q: 3 clusters Score -3.035806e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70810 members
Mstep: Class 2 contains 144182 members
Entering Unmasked Estep
Score: -30358090.000000 Penalty: 3990.465820
Iteration 133Q: 3 clusters Score -3.035809e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70819 members
Mstep: Class 2 contains 144173 members
Entering Unmasked Estep
Score: -30358128.000000 Penalty: 3990.465820
Iteration 134Q: 3 clusters Score -3.035813e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70824 members
Mstep: Class 2 contains 144168 members
Entering Unmasked Estep
Score: -30358158.000000 Penalty: 3990.465820
Iteration 135Q: 3 clusters Score -3.035816e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70832 members
Mstep: Class 2 contains 144160 members
Entering Unmasked Estep
Score: -30358178.000000 Penalty: 3990.465820
Iteration 136Q: 3 clusters Score -3.035818e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70836 members
Mstep: Class 2 contains 144156 members
Entering Unmasked Estep
Score: -30358176.000000 Penalty: 3990.465820
Iteration 137Q: 3 clusters Score -3.035818e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70844 members
Mstep: Class 2 contains 144148 members
Entering Unmasked Estep
Score: -30358192.000000 Penalty: 3990.465820
Iteration 138Q: 3 clusters Score -3.035819e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70851 members
Mstep: Class 2 contains 144141 members
Entering Unmasked Estep
Score: -30358232.000000 Penalty: 3990.465820
Iteration 139Q: 3 clusters Score -3.035823e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70859 members
Mstep: Class 2 contains 144133 members
Entering Unmasked Estep
Score: -30358256.000000 Penalty: 3990.465820
Iteration 140F: 3 clusters Score -3.035826e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70864 members
Mstep: Class 2 contains 144128 members
Entering Unmasked Estep
Score: -30358278.000000 Penalty: 3990.465820
Iteration 141Q: 3 clusters Score -3.035828e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70868 members
Mstep: Class 2 contains 144124 members
Entering Unmasked Estep
Score: -30358272.000000 Penalty: 3990.465820
Iteration 142Q: 3 clusters Score -3.035827e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70871 members
Mstep: Class 2 contains 144121 members
Entering Unmasked Estep
Score: -30358268.000000 Penalty: 3990.465820
Iteration 143Q: 3 clusters Score -3.035827e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70870 members
Mstep: Class 2 contains 144122 members
Entering Unmasked Estep
Score: -30358270.000000 Penalty: 3990.465820
Iteration 144Q: 3 clusters Score -3.035827e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70872 members
Mstep: Class 2 contains 144120 members
Entering Unmasked Estep
Score: -30358264.000000 Penalty: 3990.465820
Iteration 145Q: 3 clusters Score -3.035826e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70871 members
Mstep: Class 2 contains 144121 members
Entering Unmasked Estep
Score: -30358266.000000 Penalty: 3990.465820
Iteration 146Q: 3 clusters Score -3.035827e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70872 members
Mstep: Class 2 contains 144120 members
Entering Unmasked Estep
Score: -30358280.000000 Penalty: 3990.465820
Iteration 147Q: 3 clusters Score -3.035828e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70872 members
Mstep: Class 2 contains 144120 members
Entering Unmasked Estep
Score: -30358270.000000 Penalty: 3990.465820
Iteration 148Q: 3 clusters Score -3.035827e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70871 members
Mstep: Class 2 contains 144121 members
Entering Unmasked Estep
Score: -30358270.000000 Penalty: 3990.465820
Iteration 149Q: 3 clusters Score -3.035827e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70870 members
Mstep: Class 2 contains 144122 members
Entering Unmasked Estep
Score: -30358246.000000 Penalty: 3990.465820
Iteration 150Q: 3 clusters Score -3.035825e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70871 members
Mstep: Class 2 contains 144121 members
Entering Unmasked Estep
Score: -30358270.000000 Penalty: 3990.465820
Iteration 151Q: 3 clusters Score -3.035827e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70871 members
Mstep: Class 2 contains 144121 members
Entering Unmasked Estep
Score: -30358270.000000 Penalty: 3990.465820
Iteration 152F: 3 clusters Score -3.035827e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 273762 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Entering Unmasked Estep
Score: -542173376.000000 Penalty: 69207.218750
Splitting cluster 10 changes total score from -539937536.000000 to -542173376.000000
So it's getting split into cluster 28.
Entering ConstructFrom:
Trying to split cluster 11 (273762 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 273762 members
Entering Unmasked Estep
Score: -39108208.000000 Penalty: 2034.502441
Iteration 0F: 2 clusters Score -3.910821e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136751 members
Mstep: Class 2 contains 137011 members
Entering Unmasked Estep
Score: -39199088.000000 Penalty: 4069.004883
Iteration 0F: 3 clusters Score -3.919909e+07 nChanged 133840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129837 members
Mstep: Class 2 contains 143925 members
Entering Unmasked Estep
Score: -39280736.000000 Penalty: 4069.004883
Iteration 1F: 3 clusters Score -3.928074e+07 nChanged 19948
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137837 members
Mstep: Class 2 contains 135925 members
Entering Unmasked Estep
Score: -39282160.000000 Penalty: 4069.004883
Iteration 2F: 3 clusters Score -3.928216e+07 nChanged 21016
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137659 members
Mstep: Class 2 contains 136103 members
Entering Unmasked Estep
Score: -39286612.000000 Penalty: 4069.004883
Iteration 3F: 3 clusters Score -3.928661e+07 nChanged 13232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139551 members
Mstep: Class 2 contains 134211 members
Entering Unmasked Estep
Score: -39293124.000000 Penalty: 4069.004883
Iteration 4Q: 3 clusters Score -3.929312e+07 nChanged 15835
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140302 members
Mstep: Class 2 contains 133460 members
Entering Unmasked Estep
Score: -39301852.000000 Penalty: 4069.004883
Iteration 5F: 3 clusters Score -3.930185e+07 nChanged 16786
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141014 members
Mstep: Class 2 contains 132748 members
Entering Unmasked Estep
Score: -39312144.000000 Penalty: 4069.004883
Iteration 6F: 3 clusters Score -3.931214e+07 nChanged 16666
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141298 members
Mstep: Class 2 contains 132464 members
Entering Unmasked Estep
Score: -39322672.000000 Penalty: 4069.004883
Iteration 7F: 3 clusters Score -3.932267e+07 nChanged 15264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140844 members
Mstep: Class 2 contains 132918 members
Entering Unmasked Estep
Score: -39330796.000000 Penalty: 4069.004883
Iteration 8F: 3 clusters Score -3.93308e+07 nChanged 12191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140197 members
Mstep: Class 2 contains 133565 members
Entering Unmasked Estep
Score: -39335384.000000 Penalty: 4069.004883
Iteration 9Q: 3 clusters Score -3.933538e+07 nChanged 8325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139366 members
Mstep: Class 2 contains 134396 members
Entering Unmasked Estep
Score: -39337372.000000 Penalty: 4069.004883
Iteration 10Q: 3 clusters Score -3.933737e+07 nChanged 5052
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138574 members
Mstep: Class 2 contains 135188 members
Entering Unmasked Estep
Score: -39337640.000000 Penalty: 4069.004883
Iteration 11Q: 3 clusters Score -3.933764e+07 nChanged 3331
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137969 members
Mstep: Class 2 contains 135793 members
Entering Unmasked Estep
Score: -39337400.000000 Penalty: 4069.004883
Iteration 12Q: 3 clusters Score -3.93374e+07 nChanged 2682
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137553 members
Mstep: Class 2 contains 136209 members
Entering Unmasked Estep
Score: -39337284.000000 Penalty: 4069.004883
Iteration 13Q: 3 clusters Score -3.933728e+07 nChanged 2491
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137280 members
Mstep: Class 2 contains 136482 members
Entering Unmasked Estep
Score: -39337060.000000 Penalty: 4069.004883
Iteration 14Q: 3 clusters Score -3.933706e+07 nChanged 2328
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137040 members
Mstep: Class 2 contains 136722 members
Entering Unmasked Estep
Score: -39336924.000000 Penalty: 4069.004883
Iteration 15Q: 3 clusters Score -3.933692e+07 nChanged 2326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136824 members
Mstep: Class 2 contains 136938 members
Entering Unmasked Estep
Score: -39336872.000000 Penalty: 4069.004883
Iteration 16Q: 3 clusters Score -3.933687e+07 nChanged 2314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136718 members
Mstep: Class 2 contains 137044 members
Entering Unmasked Estep
Score: -39336828.000000 Penalty: 4069.004883
Iteration 17Q: 3 clusters Score -3.933683e+07 nChanged 2218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136604 members
Mstep: Class 2 contains 137158 members
Entering Unmasked Estep
Score: -39336976.000000 Penalty: 4069.004883
Iteration 18Q: 3 clusters Score -3.933698e+07 nChanged 2188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136592 members
Mstep: Class 2 contains 137170 members
Entering Unmasked Estep
Score: -39336948.000000 Penalty: 4069.004883
Iteration 19Q: 3 clusters Score -3.933695e+07 nChanged 2212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136628 members
Mstep: Class 2 contains 137134 members
Entering Unmasked Estep
Score: -39337040.000000 Penalty: 4069.004883
Iteration 20F: 3 clusters Score -3.933704e+07 nChanged 2152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136674 members
Mstep: Class 2 contains 137088 members
Entering Unmasked Estep
Score: -39337104.000000 Penalty: 4069.004883
Iteration 21Q: 3 clusters Score -3.93371e+07 nChanged 2162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136794 members
Mstep: Class 2 contains 136968 members
Entering Unmasked Estep
Score: -39337172.000000 Penalty: 4069.004883
Iteration 22Q: 3 clusters Score -3.933717e+07 nChanged 2175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136933 members
Mstep: Class 2 contains 136829 members
Entering Unmasked Estep
Score: -39337276.000000 Penalty: 4069.004883
Iteration 23Q: 3 clusters Score -3.933728e+07 nChanged 2090
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137099 members
Mstep: Class 2 contains 136663 members
Entering Unmasked Estep
Score: -39337240.000000 Penalty: 4069.004883
Iteration 24Q: 3 clusters Score -3.933724e+07 nChanged 2040
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137263 members
Mstep: Class 2 contains 136499 members
Entering Unmasked Estep
Score: -39337304.000000 Penalty: 4069.004883
Iteration 25Q: 3 clusters Score -3.93373e+07 nChanged 1985
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137300 members
Mstep: Class 2 contains 136462 members
Entering Unmasked Estep
Score: -39337256.000000 Penalty: 4069.004883
Iteration 26Q: 3 clusters Score -3.933726e+07 nChanged 1941
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137335 members
Mstep: Class 2 contains 136427 members
Entering Unmasked Estep
Score: -39337020.000000 Penalty: 4069.004883
Iteration 27Q: 3 clusters Score -3.933702e+07 nChanged 1925
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137378 members
Mstep: Class 2 contains 136384 members
Entering Unmasked Estep
Score: -39336968.000000 Penalty: 4069.004883
Iteration 28Q: 3 clusters Score -3.933697e+07 nChanged 1922
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137464 members
Mstep: Class 2 contains 136298 members
Entering Unmasked Estep
Score: -39337080.000000 Penalty: 4069.004883
Iteration 29Q: 3 clusters Score -3.933708e+07 nChanged 1890
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137548 members
Mstep: Class 2 contains 136214 members
Entering Unmasked Estep
Score: -39337020.000000 Penalty: 4069.004883
Iteration 30Q: 3 clusters Score -3.933702e+07 nChanged 1904
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137614 members
Mstep: Class 2 contains 136148 members
Entering Unmasked Estep
Score: -39336992.000000 Penalty: 4069.004883
Iteration 31Q: 3 clusters Score -3.933699e+07 nChanged 1845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137717 members
Mstep: Class 2 contains 136045 members
Entering Unmasked Estep
Score: -39337164.000000 Penalty: 4069.004883
Iteration 32Q: 3 clusters Score -3.933716e+07 nChanged 1821
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137864 members
Mstep: Class 2 contains 135898 members
Entering Unmasked Estep
Score: -39337284.000000 Penalty: 4069.004883
Iteration 33Q: 3 clusters Score -3.933728e+07 nChanged 1841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137985 members
Mstep: Class 2 contains 135777 members
Entering Unmasked Estep
Score: -39337224.000000 Penalty: 4069.004883
Iteration 34Q: 3 clusters Score -3.933722e+07 nChanged 1867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138148 members
Mstep: Class 2 contains 135614 members
Entering Unmasked Estep
Score: -39337316.000000 Penalty: 4069.004883
Iteration 35Q: 3 clusters Score -3.933732e+07 nChanged 1819
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138261 members
Mstep: Class 2 contains 135501 members
Entering Unmasked Estep
Score: -39337360.000000 Penalty: 4069.004883
Iteration 36Q: 3 clusters Score -3.933736e+07 nChanged 1782
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138393 members
Mstep: Class 2 contains 135369 members
Entering Unmasked Estep
Score: -39337244.000000 Penalty: 4069.004883
Iteration 37Q: 3 clusters Score -3.933724e+07 nChanged 1708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138425 members
Mstep: Class 2 contains 135337 members
Entering Unmasked Estep
Score: -39337220.000000 Penalty: 4069.004883
Iteration 38Q: 3 clusters Score -3.933722e+07 nChanged 1743
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138542 members
Mstep: Class 2 contains 135220 members
Entering Unmasked Estep
Score: -39337064.000000 Penalty: 4069.004883
Iteration 39Q: 3 clusters Score -3.933706e+07 nChanged 1692
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138598 members
Mstep: Class 2 contains 135164 members
Entering Unmasked Estep
Score: -39336836.000000 Penalty: 4069.004883
Iteration 40F: 3 clusters Score -3.933684e+07 nChanged 1647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138693 members
Mstep: Class 2 contains 135069 members
Entering Unmasked Estep
Score: -39336888.000000 Penalty: 4069.004883
Iteration 41Q: 3 clusters Score -3.933689e+07 nChanged 1591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138810 members
Mstep: Class 2 contains 134952 members
Entering Unmasked Estep
Score: -39336980.000000 Penalty: 4069.004883
Iteration 42Q: 3 clusters Score -3.933698e+07 nChanged 1525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138949 members
Mstep: Class 2 contains 134813 members
Entering Unmasked Estep
Score: -39337012.000000 Penalty: 4069.004883
Iteration 43Q: 3 clusters Score -3.933701e+07 nChanged 1460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139057 members
Mstep: Class 2 contains 134705 members
Entering Unmasked Estep
Score: -39337064.000000 Penalty: 4069.004883
Iteration 44Q: 3 clusters Score -3.933706e+07 nChanged 1506
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139153 members
Mstep: Class 2 contains 134609 members
Entering Unmasked Estep
Score: -39337016.000000 Penalty: 4069.004883
Iteration 45Q: 3 clusters Score -3.933702e+07 nChanged 1439
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139234 members
Mstep: Class 2 contains 134528 members
Entering Unmasked Estep
Score: -39336916.000000 Penalty: 4069.004883
Iteration 46Q: 3 clusters Score -3.933692e+07 nChanged 1411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139287 members
Mstep: Class 2 contains 134475 members
Entering Unmasked Estep
Score: -39336896.000000 Penalty: 4069.004883
Iteration 47Q: 3 clusters Score -3.93369e+07 nChanged 1405
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139350 members
Mstep: Class 2 contains 134412 members
Entering Unmasked Estep
Score: -39336896.000000 Penalty: 4069.004883
Iteration 48Q: 3 clusters Score -3.93369e+07 nChanged 1457
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139301 members
Mstep: Class 2 contains 134461 members
Entering Unmasked Estep
Score: -39336832.000000 Penalty: 4069.004883
Iteration 49Q: 3 clusters Score -3.933683e+07 nChanged 1371
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139260 members
Mstep: Class 2 contains 134502 members
Entering Unmasked Estep
Score: -39336704.000000 Penalty: 4069.004883
Iteration 50Q: 3 clusters Score -3.93367e+07 nChanged 1351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139243 members
Mstep: Class 2 contains 134519 members
Entering Unmasked Estep
Score: -39336704.000000 Penalty: 4069.004883
Iteration 51Q: 3 clusters Score -3.93367e+07 nChanged 1323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139202 members
Mstep: Class 2 contains 134560 members
Entering Unmasked Estep
Score: -39336692.000000 Penalty: 4069.004883
Iteration 52Q: 3 clusters Score -3.933669e+07 nChanged 1366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139242 members
Mstep: Class 2 contains 134520 members
Entering Unmasked Estep
Score: -39336904.000000 Penalty: 4069.004883
Iteration 53Q: 3 clusters Score -3.93369e+07 nChanged 1326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139322 members
Mstep: Class 2 contains 134440 members
Entering Unmasked Estep
Score: -39336900.000000 Penalty: 4069.004883
Iteration 54Q: 3 clusters Score -3.93369e+07 nChanged 1266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139378 members
Mstep: Class 2 contains 134384 members
Entering Unmasked Estep
Score: -39336948.000000 Penalty: 4069.004883
Iteration 55Q: 3 clusters Score -3.933695e+07 nChanged 1294
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139448 members
Mstep: Class 2 contains 134314 members
Entering Unmasked Estep
Score: -39337012.000000 Penalty: 4069.004883
Iteration 56Q: 3 clusters Score -3.933701e+07 nChanged 1272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139510 members
Mstep: Class 2 contains 134252 members
Entering Unmasked Estep
Score: -39336888.000000 Penalty: 4069.004883
Iteration 57Q: 3 clusters Score -3.933689e+07 nChanged 1211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139553 members
Mstep: Class 2 contains 134209 members
Entering Unmasked Estep
Score: -39336944.000000 Penalty: 4069.004883
Iteration 58Q: 3 clusters Score -3.933694e+07 nChanged 1181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139574 members
Mstep: Class 2 contains 134188 members
Entering Unmasked Estep
Score: -39336936.000000 Penalty: 4069.004883
Iteration 59Q: 3 clusters Score -3.933694e+07 nChanged 1141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139573 members
Mstep: Class 2 contains 134189 members
Entering Unmasked Estep
Score: -39336952.000000 Penalty: 4069.004883
Iteration 60F: 3 clusters Score -3.933695e+07 nChanged 1077
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139570 members
Mstep: Class 2 contains 134192 members
Entering Unmasked Estep
Score: -39336936.000000 Penalty: 4069.004883
Iteration 61Q: 3 clusters Score -3.933694e+07 nChanged 1033
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139559 members
Mstep: Class 2 contains 134203 members
Entering Unmasked Estep
Score: -39337076.000000 Penalty: 4069.004883
Iteration 62Q: 3 clusters Score -3.933708e+07 nChanged 920
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139571 members
Mstep: Class 2 contains 134191 members
Entering Unmasked Estep
Score: -39337108.000000 Penalty: 4069.004883
Iteration 63Q: 3 clusters Score -3.933711e+07 nChanged 936
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139543 members
Mstep: Class 2 contains 134219 members
Entering Unmasked Estep
Score: -39336988.000000 Penalty: 4069.004883
Iteration 64Q: 3 clusters Score -3.933699e+07 nChanged 932
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139525 members
Mstep: Class 2 contains 134237 members
Entering Unmasked Estep
Score: -39337052.000000 Penalty: 4069.004883
Iteration 65Q: 3 clusters Score -3.933705e+07 nChanged 846
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139477 members
Mstep: Class 2 contains 134285 members
Entering Unmasked Estep
Score: -39336996.000000 Penalty: 4069.004883
Iteration 66Q: 3 clusters Score -3.9337e+07 nChanged 787
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139478 members
Mstep: Class 2 contains 134284 members
Entering Unmasked Estep
Score: -39336920.000000 Penalty: 4069.004883
Iteration 67Q: 3 clusters Score -3.933692e+07 nChanged 690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139432 members
Mstep: Class 2 contains 134330 members
Entering Unmasked Estep
Score: -39336948.000000 Penalty: 4069.004883
Iteration 68Q: 3 clusters Score -3.933695e+07 nChanged 656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139396 members
Mstep: Class 2 contains 134366 members
Entering Unmasked Estep
Score: -39336896.000000 Penalty: 4069.004883
Iteration 69Q: 3 clusters Score -3.93369e+07 nChanged 634
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139336 members
Mstep: Class 2 contains 134426 members
Entering Unmasked Estep
Score: -39336804.000000 Penalty: 4069.004883
Iteration 70Q: 3 clusters Score -3.93368e+07 nChanged 612
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139306 members
Mstep: Class 2 contains 134456 members
Entering Unmasked Estep
Score: -39336808.000000 Penalty: 4069.004883
Iteration 71Q: 3 clusters Score -3.933681e+07 nChanged 534
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139306 members
Mstep: Class 2 contains 134456 members
Entering Unmasked Estep
Score: -39336800.000000 Penalty: 4069.004883
Iteration 72Q: 3 clusters Score -3.93368e+07 nChanged 460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139340 members
Mstep: Class 2 contains 134422 members
Entering Unmasked Estep
Score: -39336836.000000 Penalty: 4069.004883
Iteration 73Q: 3 clusters Score -3.933684e+07 nChanged 454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139298 members
Mstep: Class 2 contains 134464 members
Entering Unmasked Estep
Score: -39336848.000000 Penalty: 4069.004883
Iteration 74Q: 3 clusters Score -3.933685e+07 nChanged 439
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139287 members
Mstep: Class 2 contains 134475 members
Entering Unmasked Estep
Score: -39336872.000000 Penalty: 4069.004883
Iteration 75Q: 3 clusters Score -3.933687e+07 nChanged 444
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139275 members
Mstep: Class 2 contains 134487 members
Entering Unmasked Estep
Score: -39336976.000000 Penalty: 4069.004883
Iteration 76Q: 3 clusters Score -3.933698e+07 nChanged 436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139229 members
Mstep: Class 2 contains 134533 members
Entering Unmasked Estep
Score: -39337056.000000 Penalty: 4069.004883
Iteration 77Q: 3 clusters Score -3.933706e+07 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139196 members
Mstep: Class 2 contains 134566 members
Entering Unmasked Estep
Score: -39337096.000000 Penalty: 4069.004883
Iteration 78Q: 3 clusters Score -3.93371e+07 nChanged 379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139165 members
Mstep: Class 2 contains 134597 members
Entering Unmasked Estep
Score: -39337172.000000 Penalty: 4069.004883
Iteration 79Q: 3 clusters Score -3.933717e+07 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139137 members
Mstep: Class 2 contains 134625 members
Entering Unmasked Estep
Score: -39337212.000000 Penalty: 4069.004883
Iteration 80F: 3 clusters Score -3.933721e+07 nChanged 283
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139088 members
Mstep: Class 2 contains 134674 members
Entering Unmasked Estep
Score: -39337112.000000 Penalty: 4069.004883
Iteration 81Q: 3 clusters Score -3.933711e+07 nChanged 273
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139067 members
Mstep: Class 2 contains 134695 members
Entering Unmasked Estep
Score: -39337072.000000 Penalty: 4069.004883
Iteration 82Q: 3 clusters Score -3.933707e+07 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139048 members
Mstep: Class 2 contains 134714 members
Entering Unmasked Estep
Score: -39337108.000000 Penalty: 4069.004883
Iteration 83Q: 3 clusters Score -3.933711e+07 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139004 members
Mstep: Class 2 contains 134758 members
Entering Unmasked Estep
Score: -39337136.000000 Penalty: 4069.004883
Iteration 84Q: 3 clusters Score -3.933714e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138992 members
Mstep: Class 2 contains 134770 members
Entering Unmasked Estep
Score: -39337176.000000 Penalty: 4069.004883
Iteration 85Q: 3 clusters Score -3.933718e+07 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138981 members
Mstep: Class 2 contains 134781 members
Entering Unmasked Estep
Score: -39337184.000000 Penalty: 4069.004883
Iteration 86Q: 3 clusters Score -3.933718e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138968 members
Mstep: Class 2 contains 134794 members
Entering Unmasked Estep
Score: -39337236.000000 Penalty: 4069.004883
Iteration 87Q: 3 clusters Score -3.933724e+07 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138964 members
Mstep: Class 2 contains 134798 members
Entering Unmasked Estep
Score: -39337228.000000 Penalty: 4069.004883
Iteration 88Q: 3 clusters Score -3.933723e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138976 members
Mstep: Class 2 contains 134786 members
Entering Unmasked Estep
Score: -39337224.000000 Penalty: 4069.004883
Iteration 89Q: 3 clusters Score -3.933722e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138994 members
Mstep: Class 2 contains 134768 members
Entering Unmasked Estep
Score: -39337244.000000 Penalty: 4069.004883
Iteration 90Q: 3 clusters Score -3.933724e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139028 members
Mstep: Class 2 contains 134734 members
Entering Unmasked Estep
Score: -39337232.000000 Penalty: 4069.004883
Iteration 91Q: 3 clusters Score -3.933723e+07 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139045 members
Mstep: Class 2 contains 134717 members
Entering Unmasked Estep
Score: -39337240.000000 Penalty: 4069.004883
Iteration 92Q: 3 clusters Score -3.933724e+07 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139025 members
Mstep: Class 2 contains 134737 members
Entering Unmasked Estep
Score: -39337244.000000 Penalty: 4069.004883
Iteration 93Q: 3 clusters Score -3.933724e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139024 members
Mstep: Class 2 contains 134738 members
Entering Unmasked Estep
Score: -39337228.000000 Penalty: 4069.004883
Iteration 94Q: 3 clusters Score -3.933723e+07 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139009 members
Mstep: Class 2 contains 134753 members
Entering Unmasked Estep
Score: -39337200.000000 Penalty: 4069.004883
Iteration 95Q: 3 clusters Score -3.93372e+07 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139010 members
Mstep: Class 2 contains 134752 members
Entering Unmasked Estep
Score: -39337216.000000 Penalty: 4069.004883
Iteration 96Q: 3 clusters Score -3.933722e+07 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139006 members
Mstep: Class 2 contains 134756 members
Entering Unmasked Estep
Score: -39337232.000000 Penalty: 4069.004883
Iteration 97Q: 3 clusters Score -3.933723e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138996 members
Mstep: Class 2 contains 134766 members
Entering Unmasked Estep
Score: -39337260.000000 Penalty: 4069.004883
Iteration 98Q: 3 clusters Score -3.933726e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138963 members
Mstep: Class 2 contains 134799 members
Entering Unmasked Estep
Score: -39337260.000000 Penalty: 4069.004883
Iteration 99Q: 3 clusters Score -3.933726e+07 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138954 members
Mstep: Class 2 contains 134808 members
Entering Unmasked Estep
Score: -39337280.000000 Penalty: 4069.004883
Iteration 100F: 3 clusters Score -3.933728e+07 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138939 members
Mstep: Class 2 contains 134823 members
Entering Unmasked Estep
Score: -39337256.000000 Penalty: 4069.004883
Iteration 101Q: 3 clusters Score -3.933726e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138924 members
Mstep: Class 2 contains 134838 members
Entering Unmasked Estep
Score: -39337208.000000 Penalty: 4069.004883
Iteration 102Q: 3 clusters Score -3.933721e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138911 members
Mstep: Class 2 contains 134851 members
Entering Unmasked Estep
Score: -39337164.000000 Penalty: 4069.004883
Iteration 103Q: 3 clusters Score -3.933716e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138897 members
Mstep: Class 2 contains 134865 members
Entering Unmasked Estep
Score: -39337148.000000 Penalty: 4069.004883
Iteration 104Q: 3 clusters Score -3.933715e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138872 members
Mstep: Class 2 contains 134890 members
Entering Unmasked Estep
Score: -39337136.000000 Penalty: 4069.004883
Iteration 105Q: 3 clusters Score -3.933714e+07 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138870 members
Mstep: Class 2 contains 134892 members
Entering Unmasked Estep
Score: -39337140.000000 Penalty: 4069.004883
Iteration 106Q: 3 clusters Score -3.933714e+07 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138846 members
Mstep: Class 2 contains 134916 members
Entering Unmasked Estep
Score: -39337112.000000 Penalty: 4069.004883
Iteration 107Q: 3 clusters Score -3.933711e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138837 members
Mstep: Class 2 contains 134925 members
Entering Unmasked Estep
Score: -39337104.000000 Penalty: 4069.004883
Iteration 108Q: 3 clusters Score -3.93371e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138816 members
Mstep: Class 2 contains 134946 members
Entering Unmasked Estep
Score: -39337112.000000 Penalty: 4069.004883
Iteration 109Q: 3 clusters Score -3.933711e+07 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138798 members
Mstep: Class 2 contains 134964 members
Entering Unmasked Estep
Score: -39337092.000000 Penalty: 4069.004883
Iteration 110Q: 3 clusters Score -3.933709e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138752 members
Mstep: Class 2 contains 135010 members
Entering Unmasked Estep
Score: -39337088.000000 Penalty: 4069.004883
Iteration 111Q: 3 clusters Score -3.933709e+07 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138740 members
Mstep: Class 2 contains 135022 members
Entering Unmasked Estep
Score: -39337096.000000 Penalty: 4069.004883
Iteration 112Q: 3 clusters Score -3.93371e+07 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138726 members
Mstep: Class 2 contains 135036 members
Entering Unmasked Estep
Score: -39337072.000000 Penalty: 4069.004883
Iteration 113Q: 3 clusters Score -3.933707e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138727 members
Mstep: Class 2 contains 135035 members
Entering Unmasked Estep
Score: -39337048.000000 Penalty: 4069.004883
Iteration 114Q: 3 clusters Score -3.933705e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138742 members
Mstep: Class 2 contains 135020 members
Entering Unmasked Estep
Score: -39337052.000000 Penalty: 4069.004883
Iteration 115Q: 3 clusters Score -3.933705e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138751 members
Mstep: Class 2 contains 135011 members
Entering Unmasked Estep
Score: -39337068.000000 Penalty: 4069.004883
Iteration 116Q: 3 clusters Score -3.933707e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138749 members
Mstep: Class 2 contains 135013 members
Entering Unmasked Estep
Score: -39337076.000000 Penalty: 4069.004883
Iteration 117Q: 3 clusters Score -3.933708e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138755 members
Mstep: Class 2 contains 135007 members
Entering Unmasked Estep
Score: -39337068.000000 Penalty: 4069.004883
Iteration 118Q: 3 clusters Score -3.933707e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138755 members
Mstep: Class 2 contains 135007 members
Entering Unmasked Estep
Score: -39337068.000000 Penalty: 4069.004883
Iteration 119Q: 3 clusters Score -3.933707e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138768 members
Mstep: Class 2 contains 134994 members
Entering Unmasked Estep
Score: -39337076.000000 Penalty: 4069.004883
Iteration 120F: 3 clusters Score -3.933708e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138783 members
Mstep: Class 2 contains 134979 members
Entering Unmasked Estep
Score: -39337152.000000 Penalty: 4069.004883
Iteration 121Q: 3 clusters Score -3.933715e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138782 members
Mstep: Class 2 contains 134980 members
Entering Unmasked Estep
Score: -39337140.000000 Penalty: 4069.004883
Iteration 122Q: 3 clusters Score -3.933714e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138770 members
Mstep: Class 2 contains 134992 members
Entering Unmasked Estep
Score: -39337160.000000 Penalty: 4069.004883
Iteration 123Q: 3 clusters Score -3.933716e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138750 members
Mstep: Class 2 contains 135012 members
Entering Unmasked Estep
Score: -39337112.000000 Penalty: 4069.004883
Iteration 124Q: 3 clusters Score -3.933711e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138750 members
Mstep: Class 2 contains 135012 members
Entering Unmasked Estep
Score: -39337128.000000 Penalty: 4069.004883
Iteration 125Q: 3 clusters Score -3.933713e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138749 members
Mstep: Class 2 contains 135013 members
Entering Unmasked Estep
Score: -39337100.000000 Penalty: 4069.004883
Iteration 126Q: 3 clusters Score -3.93371e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138759 members
Mstep: Class 2 contains 135003 members
Entering Unmasked Estep
Score: -39337108.000000 Penalty: 4069.004883
Iteration 127Q: 3 clusters Score -3.933711e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138736 members
Mstep: Class 2 contains 135026 members
Entering Unmasked Estep
Score: -39337100.000000 Penalty: 4069.004883
Iteration 128Q: 3 clusters Score -3.93371e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138727 members
Mstep: Class 2 contains 135035 members
Entering Unmasked Estep
Score: -39337092.000000 Penalty: 4069.004883
Iteration 129Q: 3 clusters Score -3.933709e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138718 members
Mstep: Class 2 contains 135044 members
Entering Unmasked Estep
Score: -39337104.000000 Penalty: 4069.004883
Iteration 130Q: 3 clusters Score -3.93371e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138706 members
Mstep: Class 2 contains 135056 members
Entering Unmasked Estep
Score: -39337080.000000 Penalty: 4069.004883
Iteration 131Q: 3 clusters Score -3.933708e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138692 members
Mstep: Class 2 contains 135070 members
Entering Unmasked Estep
Score: -39337104.000000 Penalty: 4069.004883
Iteration 132Q: 3 clusters Score -3.93371e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138672 members
Mstep: Class 2 contains 135090 members
Entering Unmasked Estep
Score: -39337052.000000 Penalty: 4069.004883
Iteration 133Q: 3 clusters Score -3.933705e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138658 members
Mstep: Class 2 contains 135104 members
Entering Unmasked Estep
Score: -39337048.000000 Penalty: 4069.004883
Iteration 134Q: 3 clusters Score -3.933705e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138649 members
Mstep: Class 2 contains 135113 members
Entering Unmasked Estep
Score: -39337044.000000 Penalty: 4069.004883
Iteration 135Q: 3 clusters Score -3.933704e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138649 members
Mstep: Class 2 contains 135113 members
Entering Unmasked Estep
Score: -39337048.000000 Penalty: 4069.004883
Iteration 136Q: 3 clusters Score -3.933705e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138641 members
Mstep: Class 2 contains 135121 members
Entering Unmasked Estep
Score: -39337044.000000 Penalty: 4069.004883
Iteration 137Q: 3 clusters Score -3.933704e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138634 members
Mstep: Class 2 contains 135128 members
Entering Unmasked Estep
Score: -39337008.000000 Penalty: 4069.004883
Iteration 138Q: 3 clusters Score -3.933701e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138624 members
Mstep: Class 2 contains 135138 members
Entering Unmasked Estep
Score: -39336992.000000 Penalty: 4069.004883
Iteration 139Q: 3 clusters Score -3.933699e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138628 members
Mstep: Class 2 contains 135134 members
Entering Unmasked Estep
Score: -39337048.000000 Penalty: 4069.004883
Iteration 140F: 3 clusters Score -3.933705e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138633 members
Mstep: Class 2 contains 135129 members
Entering Unmasked Estep
Score: -39337036.000000 Penalty: 4069.004883
Iteration 141Q: 3 clusters Score -3.933704e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138633 members
Mstep: Class 2 contains 135129 members
Entering Unmasked Estep
Score: -39337056.000000 Penalty: 4069.004883
Iteration 142Q: 3 clusters Score -3.933706e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138627 members
Mstep: Class 2 contains 135135 members
Entering Unmasked Estep
Score: -39337028.000000 Penalty: 4069.004883
Iteration 143Q: 3 clusters Score -3.933703e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138626 members
Mstep: Class 2 contains 135136 members
Entering Unmasked Estep
Score: -39337020.000000 Penalty: 4069.004883
Iteration 144Q: 3 clusters Score -3.933702e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138627 members
Mstep: Class 2 contains 135135 members
Entering Unmasked Estep
Score: -39337016.000000 Penalty: 4069.004883
Iteration 145Q: 3 clusters Score -3.933702e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138617 members
Mstep: Class 2 contains 135145 members
Entering Unmasked Estep
Score: -39337032.000000 Penalty: 4069.004883
Iteration 146Q: 3 clusters Score -3.933703e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138618 members
Mstep: Class 2 contains 135144 members
Entering Unmasked Estep
Score: -39337012.000000 Penalty: 4069.004883
Iteration 147Q: 3 clusters Score -3.933701e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138621 members
Mstep: Class 2 contains 135141 members
Entering Unmasked Estep
Score: -39337004.000000 Penalty: 4069.004883
Iteration 148Q: 3 clusters Score -3.9337e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138614 members
Mstep: Class 2 contains 135148 members
Entering Unmasked Estep
Score: -39336996.000000 Penalty: 4069.004883
Iteration 149Q: 3 clusters Score -3.9337e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138617 members
Mstep: Class 2 contains 135145 members
Entering Unmasked Estep
Score: -39336976.000000 Penalty: 4069.004883
Iteration 150Q: 3 clusters Score -3.933698e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138604 members
Mstep: Class 2 contains 135158 members
Entering Unmasked Estep
Score: -39336920.000000 Penalty: 4069.004883
Iteration 151Q: 3 clusters Score -3.933692e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138600 members
Mstep: Class 2 contains 135162 members
Entering Unmasked Estep
Score: -39336992.000000 Penalty: 4069.004883
Iteration 152Q: 3 clusters Score -3.933699e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138602 members
Mstep: Class 2 contains 135160 members
Entering Unmasked Estep
Score: -39336956.000000 Penalty: 4069.004883
Iteration 153Q: 3 clusters Score -3.933696e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138607 members
Mstep: Class 2 contains 135155 members
Entering Unmasked Estep
Score: -39336972.000000 Penalty: 4069.004883
Iteration 154Q: 3 clusters Score -3.933697e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138606 members
Mstep: Class 2 contains 135156 members
Entering Unmasked Estep
Score: -39337008.000000 Penalty: 4069.004883
Iteration 155Q: 3 clusters Score -3.933701e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138610 members
Mstep: Class 2 contains 135152 members
Entering Unmasked Estep
Score: -39337012.000000 Penalty: 4069.004883
Iteration 156Q: 3 clusters Score -3.933701e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138615 members
Mstep: Class 2 contains 135147 members
Entering Unmasked Estep
Score: -39337004.000000 Penalty: 4069.004883
Iteration 157Q: 3 clusters Score -3.9337e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138614 members
Mstep: Class 2 contains 135148 members
Entering Unmasked Estep
Score: -39336984.000000 Penalty: 4069.004883
Iteration 158Q: 3 clusters Score -3.933698e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138613 members
Mstep: Class 2 contains 135149 members
Entering Unmasked Estep
Score: -39336992.000000 Penalty: 4069.004883
Iteration 159Q: 3 clusters Score -3.933699e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138617 members
Mstep: Class 2 contains 135145 members
Entering Unmasked Estep
Score: -39336968.000000 Penalty: 4069.004883
Iteration 160F: 3 clusters Score -3.933697e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138622 members
Mstep: Class 2 contains 135140 members
Entering Unmasked Estep
Score: -39336984.000000 Penalty: 4069.004883
Iteration 161Q: 3 clusters Score -3.933698e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138631 members
Mstep: Class 2 contains 135131 members
Entering Unmasked Estep
Score: -39337008.000000 Penalty: 4069.004883
Iteration 162Q: 3 clusters Score -3.933701e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138638 members
Mstep: Class 2 contains 135124 members
Entering Unmasked Estep
Score: -39337016.000000 Penalty: 4069.004883
Iteration 163Q: 3 clusters Score -3.933702e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138640 members
Mstep: Class 2 contains 135122 members
Entering Unmasked Estep
Score: -39336996.000000 Penalty: 4069.004883
Iteration 164Q: 3 clusters Score -3.9337e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138647 members
Mstep: Class 2 contains 135115 members
Entering Unmasked Estep
Score: -39336972.000000 Penalty: 4069.004883
Iteration 165Q: 3 clusters Score -3.933697e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138652 members
Mstep: Class 2 contains 135110 members
Entering Unmasked Estep
Score: -39336976.000000 Penalty: 4069.004883
Iteration 166Q: 3 clusters Score -3.933698e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138654 members
Mstep: Class 2 contains 135108 members
Entering Unmasked Estep
Score: -39336984.000000 Penalty: 4069.004883
Iteration 167Q: 3 clusters Score -3.933698e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138658 members
Mstep: Class 2 contains 135104 members
Entering Unmasked Estep
Score: -39337000.000000 Penalty: 4069.004883
Iteration 168Q: 3 clusters Score -3.9337e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138660 members
Mstep: Class 2 contains 135102 members
Entering Unmasked Estep
Score: -39337008.000000 Penalty: 4069.004883
Iteration 169Q: 3 clusters Score -3.933701e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138662 members
Mstep: Class 2 contains 135100 members
Entering Unmasked Estep
Score: -39336988.000000 Penalty: 4069.004883
Iteration 170Q: 3 clusters Score -3.933699e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138664 members
Mstep: Class 2 contains 135098 members
Entering Unmasked Estep
Score: -39337004.000000 Penalty: 4069.004883
Iteration 171Q: 3 clusters Score -3.9337e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138663 members
Mstep: Class 2 contains 135099 members
Entering Unmasked Estep
Score: -39336976.000000 Penalty: 4069.004883
Iteration 172Q: 3 clusters Score -3.933698e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138667 members
Mstep: Class 2 contains 135095 members
Entering Unmasked Estep
Score: -39337000.000000 Penalty: 4069.004883
Iteration 173Q: 3 clusters Score -3.9337e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138669 members
Mstep: Class 2 contains 135093 members
Entering Unmasked Estep
Score: -39336996.000000 Penalty: 4069.004883
Iteration 174Q: 3 clusters Score -3.9337e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138669 members
Mstep: Class 2 contains 135093 members
Entering Unmasked Estep
Score: -39336996.000000 Penalty: 4069.004883
Iteration 175F: 3 clusters Score -3.9337e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 221237 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Entering Unmasked Estep
Score: -542586496.000000 Penalty: 71678.906250
Splitting cluster 11 changes total score from -539937536.000000 to -542586496.000000
So it's getting split into cluster 29.
Entering ConstructFrom:
Trying to split cluster 12 (221237 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 221237 members
Entering Unmasked Estep
Score: -31198018.000000 Penalty: 1999.885864
Iteration 0F: 2 clusters Score -3.119802e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110499 members
Mstep: Class 2 contains 110738 members
Entering Unmasked Estep
Score: -31195078.000000 Penalty: 3999.771729
Iteration 0F: 3 clusters Score -3.119508e+07 nChanged 107767
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112886 members
Mstep: Class 2 contains 108351 members
Entering Unmasked Estep
Score: -31262530.000000 Penalty: 3999.771729
Iteration 1F: 3 clusters Score -3.126253e+07 nChanged 13084
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117636 members
Mstep: Class 2 contains 103601 members
Entering Unmasked Estep
Score: -31269014.000000 Penalty: 3999.771729
Iteration 2F: 3 clusters Score -3.126901e+07 nChanged 12721
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121317 members
Mstep: Class 2 contains 99920 members
Entering Unmasked Estep
Score: -31275884.000000 Penalty: 3999.771729
Iteration 3F: 3 clusters Score -3.127588e+07 nChanged 12548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124063 members
Mstep: Class 2 contains 97174 members
Entering Unmasked Estep
Score: -31283814.000000 Penalty: 3999.771729
Iteration 4F: 3 clusters Score -3.128381e+07 nChanged 13285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126766 members
Mstep: Class 2 contains 94471 members
Entering Unmasked Estep
Score: -31293970.000000 Penalty: 3999.771729
Iteration 5F: 3 clusters Score -3.129397e+07 nChanged 14585
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128333 members
Mstep: Class 2 contains 92904 members
Entering Unmasked Estep
Score: -31302878.000000 Penalty: 3999.771729
Iteration 6F: 3 clusters Score -3.130288e+07 nChanged 14533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128580 members
Mstep: Class 2 contains 92657 members
Entering Unmasked Estep
Score: -31311088.000000 Penalty: 3999.771729
Iteration 7F: 3 clusters Score -3.131109e+07 nChanged 12547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128435 members
Mstep: Class 2 contains 92802 members
Entering Unmasked Estep
Score: -31316556.000000 Penalty: 3999.771729
Iteration 8F: 3 clusters Score -3.131656e+07 nChanged 9180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128033 members
Mstep: Class 2 contains 93204 members
Entering Unmasked Estep
Score: -31318650.000000 Penalty: 3999.771729
Iteration 9Q: 3 clusters Score -3.131865e+07 nChanged 5853
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127374 members
Mstep: Class 2 contains 93863 members
Entering Unmasked Estep
Score: -31319232.000000 Penalty: 3999.771729
Iteration 10Q: 3 clusters Score -3.131923e+07 nChanged 3802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126668 members
Mstep: Class 2 contains 94569 members
Entering Unmasked Estep
Score: -31319680.000000 Penalty: 3999.771729
Iteration 11Q: 3 clusters Score -3.131968e+07 nChanged 2867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125989 members
Mstep: Class 2 contains 95248 members
Entering Unmasked Estep
Score: -31319684.000000 Penalty: 3999.771729
Iteration 12Q: 3 clusters Score -3.131968e+07 nChanged 2614
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125247 members
Mstep: Class 2 contains 95990 members
Entering Unmasked Estep
Score: -31319336.000000 Penalty: 3999.771729
Iteration 13Q: 3 clusters Score -3.131934e+07 nChanged 2445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124446 members
Mstep: Class 2 contains 96791 members
Entering Unmasked Estep
Score: -31319000.000000 Penalty: 3999.771729
Iteration 14Q: 3 clusters Score -3.1319e+07 nChanged 2372
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123556 members
Mstep: Class 2 contains 97681 members
Entering Unmasked Estep
Score: -31318452.000000 Penalty: 3999.771729
Iteration 15Q: 3 clusters Score -3.131845e+07 nChanged 2381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122653 members
Mstep: Class 2 contains 98584 members
Entering Unmasked Estep
Score: -31318050.000000 Penalty: 3999.771729
Iteration 16Q: 3 clusters Score -3.131805e+07 nChanged 2505
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121718 members
Mstep: Class 2 contains 99519 members
Entering Unmasked Estep
Score: -31317872.000000 Penalty: 3999.771729
Iteration 17Q: 3 clusters Score -3.131787e+07 nChanged 2449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120829 members
Mstep: Class 2 contains 100408 members
Entering Unmasked Estep
Score: -31317786.000000 Penalty: 3999.771729
Iteration 18Q: 3 clusters Score -3.131779e+07 nChanged 2493
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119964 members
Mstep: Class 2 contains 101273 members
Entering Unmasked Estep
Score: -31317560.000000 Penalty: 3999.771729
Iteration 19Q: 3 clusters Score -3.131756e+07 nChanged 2441
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119225 members
Mstep: Class 2 contains 102012 members
Entering Unmasked Estep
Score: -31317150.000000 Penalty: 3999.771729
Iteration 20F: 3 clusters Score -3.131715e+07 nChanged 2386
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118437 members
Mstep: Class 2 contains 102800 members
Entering Unmasked Estep
Score: -31317218.000000 Penalty: 3999.771729
Iteration 21Q: 3 clusters Score -3.131722e+07 nChanged 2361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117742 members
Mstep: Class 2 contains 103495 members
Entering Unmasked Estep
Score: -31317030.000000 Penalty: 3999.771729
Iteration 22Q: 3 clusters Score -3.131703e+07 nChanged 2422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116910 members
Mstep: Class 2 contains 104327 members
Entering Unmasked Estep
Score: -31316634.000000 Penalty: 3999.771729
Iteration 23Q: 3 clusters Score -3.131663e+07 nChanged 2457
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116147 members
Mstep: Class 2 contains 105090 members
Entering Unmasked Estep
Score: -31316306.000000 Penalty: 3999.771729
Iteration 24Q: 3 clusters Score -3.131631e+07 nChanged 2423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115410 members
Mstep: Class 2 contains 105827 members
Entering Unmasked Estep
Score: -31316120.000000 Penalty: 3999.771729
Iteration 25Q: 3 clusters Score -3.131612e+07 nChanged 2411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114647 members
Mstep: Class 2 contains 106590 members
Entering Unmasked Estep
Score: -31315644.000000 Penalty: 3999.771729
Iteration 26Q: 3 clusters Score -3.131564e+07 nChanged 2388
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113841 members
Mstep: Class 2 contains 107396 members
Entering Unmasked Estep
Score: -31315604.000000 Penalty: 3999.771729
Iteration 27Q: 3 clusters Score -3.13156e+07 nChanged 2545
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112848 members
Mstep: Class 2 contains 108389 members
Entering Unmasked Estep
Score: -31315348.000000 Penalty: 3999.771729
Iteration 28Q: 3 clusters Score -3.131535e+07 nChanged 2600
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111774 members
Mstep: Class 2 contains 109463 members
Entering Unmasked Estep
Score: -31314636.000000 Penalty: 3999.771729
Iteration 29Q: 3 clusters Score -3.131464e+07 nChanged 2643
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110531 members
Mstep: Class 2 contains 110706 members
Entering Unmasked Estep
Score: -31314202.000000 Penalty: 3999.771729
Iteration 30Q: 3 clusters Score -3.13142e+07 nChanged 2710
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109237 members
Mstep: Class 2 contains 112000 members
Entering Unmasked Estep
Score: -31316340.000000 Penalty: 3999.771729
Iteration 31Q: 3 clusters Score -3.131634e+07 nChanged 2804
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107815 members
Mstep: Class 2 contains 113422 members
Entering Unmasked Estep
Score: -31318090.000000 Penalty: 3999.771729
Iteration 32Q: 3 clusters Score -3.131809e+07 nChanged 2901
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106236 members
Mstep: Class 2 contains 115001 members
Entering Unmasked Estep
Score: -31319848.000000 Penalty: 3999.771729
Iteration 33Q: 3 clusters Score -3.131985e+07 nChanged 3187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104409 members
Mstep: Class 2 contains 116828 members
Entering Unmasked Estep
Score: -31321562.000000 Penalty: 3999.771729
Iteration 34Q: 3 clusters Score -3.132156e+07 nChanged 3349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102382 members
Mstep: Class 2 contains 118855 members
Entering Unmasked Estep
Score: -31322956.000000 Penalty: 3999.771729
Iteration 35Q: 3 clusters Score -3.132296e+07 nChanged 3425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100655 members
Mstep: Class 2 contains 120582 members
Entering Unmasked Estep
Score: -31324396.000000 Penalty: 3999.771729
Iteration 36Q: 3 clusters Score -3.13244e+07 nChanged 3359
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99172 members
Mstep: Class 2 contains 122065 members
Entering Unmasked Estep
Score: -31325744.000000 Penalty: 3999.771729
Iteration 37Q: 3 clusters Score -3.132574e+07 nChanged 3241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 98149 members
Mstep: Class 2 contains 123088 members
Entering Unmasked Estep
Score: -31326702.000000 Penalty: 3999.771729
Iteration 38Q: 3 clusters Score -3.13267e+07 nChanged 3023
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97284 members
Mstep: Class 2 contains 123953 members
Entering Unmasked Estep
Score: -31327508.000000 Penalty: 3999.771729
Iteration 39Q: 3 clusters Score -3.132751e+07 nChanged 2828
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96732 members
Mstep: Class 2 contains 124505 members
Entering Unmasked Estep
Score: -31328258.000000 Penalty: 3999.771729
Iteration 40F: 3 clusters Score -3.132826e+07 nChanged 2774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96148 members
Mstep: Class 2 contains 125089 members
Entering Unmasked Estep
Score: -31328840.000000 Penalty: 3999.771729
Iteration 41Q: 3 clusters Score -3.132884e+07 nChanged 2690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95838 members
Mstep: Class 2 contains 125399 members
Entering Unmasked Estep
Score: -31329042.000000 Penalty: 3999.771729
Iteration 42Q: 3 clusters Score -3.132904e+07 nChanged 2515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95589 members
Mstep: Class 2 contains 125648 members
Entering Unmasked Estep
Score: -31329230.000000 Penalty: 3999.771729
Iteration 43Q: 3 clusters Score -3.132923e+07 nChanged 2356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95405 members
Mstep: Class 2 contains 125832 members
Entering Unmasked Estep
Score: -31329234.000000 Penalty: 3999.771729
Iteration 44Q: 3 clusters Score -3.132923e+07 nChanged 2157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95292 members
Mstep: Class 2 contains 125945 members
Entering Unmasked Estep
Score: -31329278.000000 Penalty: 3999.771729
Iteration 45Q: 3 clusters Score -3.132928e+07 nChanged 1949
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95275 members
Mstep: Class 2 contains 125962 members
Entering Unmasked Estep
Score: -31329410.000000 Penalty: 3999.771729
Iteration 46Q: 3 clusters Score -3.132941e+07 nChanged 1716
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95279 members
Mstep: Class 2 contains 125958 members
Entering Unmasked Estep
Score: -31329510.000000 Penalty: 3999.771729
Iteration 47Q: 3 clusters Score -3.132951e+07 nChanged 1607
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95314 members
Mstep: Class 2 contains 125923 members
Entering Unmasked Estep
Score: -31329452.000000 Penalty: 3999.771729
Iteration 48Q: 3 clusters Score -3.132945e+07 nChanged 1485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95355 members
Mstep: Class 2 contains 125882 members
Entering Unmasked Estep
Score: -31329390.000000 Penalty: 3999.771729
Iteration 49Q: 3 clusters Score -3.132939e+07 nChanged 1417
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95332 members
Mstep: Class 2 contains 125905 members
Entering Unmasked Estep
Score: -31329252.000000 Penalty: 3999.771729
Iteration 50Q: 3 clusters Score -3.132925e+07 nChanged 1401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95249 members
Mstep: Class 2 contains 125988 members
Entering Unmasked Estep
Score: -31329222.000000 Penalty: 3999.771729
Iteration 51Q: 3 clusters Score -3.132922e+07 nChanged 1354
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95119 members
Mstep: Class 2 contains 126118 members
Entering Unmasked Estep
Score: -31329152.000000 Penalty: 3999.771729
Iteration 52Q: 3 clusters Score -3.132915e+07 nChanged 1305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95038 members
Mstep: Class 2 contains 126199 members
Entering Unmasked Estep
Score: -31328994.000000 Penalty: 3999.771729
Iteration 53Q: 3 clusters Score -3.132899e+07 nChanged 1239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95009 members
Mstep: Class 2 contains 126228 members
Entering Unmasked Estep
Score: -31328994.000000 Penalty: 3999.771729
Iteration 54Q: 3 clusters Score -3.132899e+07 nChanged 1150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95015 members
Mstep: Class 2 contains 126222 members
Entering Unmasked Estep
Score: -31329040.000000 Penalty: 3999.771729
Iteration 55Q: 3 clusters Score -3.132904e+07 nChanged 1086
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94991 members
Mstep: Class 2 contains 126246 members
Entering Unmasked Estep
Score: -31329040.000000 Penalty: 3999.771729
Iteration 56Q: 3 clusters Score -3.132904e+07 nChanged 1072
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94969 members
Mstep: Class 2 contains 126268 members
Entering Unmasked Estep
Score: -31328966.000000 Penalty: 3999.771729
Iteration 57Q: 3 clusters Score -3.132897e+07 nChanged 1038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94975 members
Mstep: Class 2 contains 126262 members
Entering Unmasked Estep
Score: -31328978.000000 Penalty: 3999.771729
Iteration 58Q: 3 clusters Score -3.132898e+07 nChanged 963
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94956 members
Mstep: Class 2 contains 126281 members
Entering Unmasked Estep
Score: -31329066.000000 Penalty: 3999.771729
Iteration 59Q: 3 clusters Score -3.132907e+07 nChanged 885
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94955 members
Mstep: Class 2 contains 126282 members
Entering Unmasked Estep
Score: -31329098.000000 Penalty: 3999.771729
Iteration 60F: 3 clusters Score -3.13291e+07 nChanged 836
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94977 members
Mstep: Class 2 contains 126260 members
Entering Unmasked Estep
Score: -31329206.000000 Penalty: 3999.771729
Iteration 61Q: 3 clusters Score -3.132921e+07 nChanged 849
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95010 members
Mstep: Class 2 contains 126227 members
Entering Unmasked Estep
Score: -31329140.000000 Penalty: 3999.771729
Iteration 62Q: 3 clusters Score -3.132914e+07 nChanged 807
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95041 members
Mstep: Class 2 contains 126196 members
Entering Unmasked Estep
Score: -31329160.000000 Penalty: 3999.771729
Iteration 63Q: 3 clusters Score -3.132916e+07 nChanged 778
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95057 members
Mstep: Class 2 contains 126180 members
Entering Unmasked Estep
Score: -31329094.000000 Penalty: 3999.771729
Iteration 64Q: 3 clusters Score -3.132909e+07 nChanged 793
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95072 members
Mstep: Class 2 contains 126165 members
Entering Unmasked Estep
Score: -31329118.000000 Penalty: 3999.771729
Iteration 65Q: 3 clusters Score -3.132912e+07 nChanged 775
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95067 members
Mstep: Class 2 contains 126170 members
Entering Unmasked Estep
Score: -31329062.000000 Penalty: 3999.771729
Iteration 66Q: 3 clusters Score -3.132906e+07 nChanged 725
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95128 members
Mstep: Class 2 contains 126109 members
Entering Unmasked Estep
Score: -31328952.000000 Penalty: 3999.771729
Iteration 67Q: 3 clusters Score -3.132895e+07 nChanged 705
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95201 members
Mstep: Class 2 contains 126036 members
Entering Unmasked Estep
Score: -31329010.000000 Penalty: 3999.771729
Iteration 68Q: 3 clusters Score -3.132901e+07 nChanged 649
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95304 members
Mstep: Class 2 contains 125933 members
Entering Unmasked Estep
Score: -31329030.000000 Penalty: 3999.771729
Iteration 69Q: 3 clusters Score -3.132903e+07 nChanged 657
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95377 members
Mstep: Class 2 contains 125860 members
Entering Unmasked Estep
Score: -31329068.000000 Penalty: 3999.771729
Iteration 70Q: 3 clusters Score -3.132907e+07 nChanged 624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95471 members
Mstep: Class 2 contains 125766 members
Entering Unmasked Estep
Score: -31329092.000000 Penalty: 3999.771729
Iteration 71Q: 3 clusters Score -3.132909e+07 nChanged 589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95552 members
Mstep: Class 2 contains 125685 members
Entering Unmasked Estep
Score: -31329086.000000 Penalty: 3999.771729
Iteration 72Q: 3 clusters Score -3.132909e+07 nChanged 535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95651 members
Mstep: Class 2 contains 125586 members
Entering Unmasked Estep
Score: -31328934.000000 Penalty: 3999.771729
Iteration 73Q: 3 clusters Score -3.132893e+07 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95732 members
Mstep: Class 2 contains 125505 members
Entering Unmasked Estep
Score: -31328892.000000 Penalty: 3999.771729
Iteration 74Q: 3 clusters Score -3.132889e+07 nChanged 456
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95812 members
Mstep: Class 2 contains 125425 members
Entering Unmasked Estep
Score: -31328800.000000 Penalty: 3999.771729
Iteration 75Q: 3 clusters Score -3.13288e+07 nChanged 419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95849 members
Mstep: Class 2 contains 125388 members
Entering Unmasked Estep
Score: -31328780.000000 Penalty: 3999.771729
Iteration 76Q: 3 clusters Score -3.132878e+07 nChanged 411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95928 members
Mstep: Class 2 contains 125309 members
Entering Unmasked Estep
Score: -31328650.000000 Penalty: 3999.771729
Iteration 77Q: 3 clusters Score -3.132865e+07 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96001 members
Mstep: Class 2 contains 125236 members
Entering Unmasked Estep
Score: -31328556.000000 Penalty: 3999.771729
Iteration 78Q: 3 clusters Score -3.132856e+07 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96045 members
Mstep: Class 2 contains 125192 members
Entering Unmasked Estep
Score: -31328524.000000 Penalty: 3999.771729
Iteration 79Q: 3 clusters Score -3.132852e+07 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96129 members
Mstep: Class 2 contains 125108 members
Entering Unmasked Estep
Score: -31328396.000000 Penalty: 3999.771729
Iteration 80F: 3 clusters Score -3.13284e+07 nChanged 254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96187 members
Mstep: Class 2 contains 125050 members
Entering Unmasked Estep
Score: -31328326.000000 Penalty: 3999.771729
Iteration 81Q: 3 clusters Score -3.132833e+07 nChanged 250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96259 members
Mstep: Class 2 contains 124978 members
Entering Unmasked Estep
Score: -31328326.000000 Penalty: 3999.771729
Iteration 82Q: 3 clusters Score -3.132833e+07 nChanged 251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96322 members
Mstep: Class 2 contains 124915 members
Entering Unmasked Estep
Score: -31328284.000000 Penalty: 3999.771729
Iteration 83Q: 3 clusters Score -3.132828e+07 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96382 members
Mstep: Class 2 contains 124855 members
Entering Unmasked Estep
Score: -31328222.000000 Penalty: 3999.771729
Iteration 84Q: 3 clusters Score -3.132822e+07 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96423 members
Mstep: Class 2 contains 124814 members
Entering Unmasked Estep
Score: -31328200.000000 Penalty: 3999.771729
Iteration 85Q: 3 clusters Score -3.13282e+07 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96436 members
Mstep: Class 2 contains 124801 members
Entering Unmasked Estep
Score: -31328170.000000 Penalty: 3999.771729
Iteration 86Q: 3 clusters Score -3.132817e+07 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96459 members
Mstep: Class 2 contains 124778 members
Entering Unmasked Estep
Score: -31328156.000000 Penalty: 3999.771729
Iteration 87Q: 3 clusters Score -3.132816e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96483 members
Mstep: Class 2 contains 124754 members
Entering Unmasked Estep
Score: -31328134.000000 Penalty: 3999.771729
Iteration 88Q: 3 clusters Score -3.132813e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96485 members
Mstep: Class 2 contains 124752 members
Entering Unmasked Estep
Score: -31328124.000000 Penalty: 3999.771729
Iteration 89Q: 3 clusters Score -3.132812e+07 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96505 members
Mstep: Class 2 contains 124732 members
Entering Unmasked Estep
Score: -31328108.000000 Penalty: 3999.771729
Iteration 90Q: 3 clusters Score -3.132811e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96507 members
Mstep: Class 2 contains 124730 members
Entering Unmasked Estep
Score: -31328110.000000 Penalty: 3999.771729
Iteration 91Q: 3 clusters Score -3.132811e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96533 members
Mstep: Class 2 contains 124704 members
Entering Unmasked Estep
Score: -31328044.000000 Penalty: 3999.771729
Iteration 92Q: 3 clusters Score -3.132804e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96542 members
Mstep: Class 2 contains 124695 members
Entering Unmasked Estep
Score: -31328026.000000 Penalty: 3999.771729
Iteration 93Q: 3 clusters Score -3.132803e+07 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96547 members
Mstep: Class 2 contains 124690 members
Entering Unmasked Estep
Score: -31328012.000000 Penalty: 3999.771729
Iteration 94Q: 3 clusters Score -3.132801e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96558 members
Mstep: Class 2 contains 124679 members
Entering Unmasked Estep
Score: -31327994.000000 Penalty: 3999.771729
Iteration 95Q: 3 clusters Score -3.132799e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96557 members
Mstep: Class 2 contains 124680 members
Entering Unmasked Estep
Score: -31327974.000000 Penalty: 3999.771729
Iteration 96Q: 3 clusters Score -3.132797e+07 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96561 members
Mstep: Class 2 contains 124676 members
Entering Unmasked Estep
Score: -31327918.000000 Penalty: 3999.771729
Iteration 97Q: 3 clusters Score -3.132792e+07 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96583 members
Mstep: Class 2 contains 124654 members
Entering Unmasked Estep
Score: -31327844.000000 Penalty: 3999.771729
Iteration 98Q: 3 clusters Score -3.132784e+07 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96584 members
Mstep: Class 2 contains 124653 members
Entering Unmasked Estep
Score: -31327846.000000 Penalty: 3999.771729
Iteration 99Q: 3 clusters Score -3.132785e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96612 members
Mstep: Class 2 contains 124625 members
Entering Unmasked Estep
Score: -31327858.000000 Penalty: 3999.771729
Iteration 100F: 3 clusters Score -3.132786e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96600 members
Mstep: Class 2 contains 124637 members
Entering Unmasked Estep
Score: -31327862.000000 Penalty: 3999.771729
Iteration 101Q: 3 clusters Score -3.132786e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96576 members
Mstep: Class 2 contains 124661 members
Entering Unmasked Estep
Score: -31327930.000000 Penalty: 3999.771729
Iteration 102Q: 3 clusters Score -3.132793e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96573 members
Mstep: Class 2 contains 124664 members
Entering Unmasked Estep
Score: -31327900.000000 Penalty: 3999.771729
Iteration 103Q: 3 clusters Score -3.13279e+07 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96574 members
Mstep: Class 2 contains 124663 members
Entering Unmasked Estep
Score: -31327882.000000 Penalty: 3999.771729
Iteration 104Q: 3 clusters Score -3.132788e+07 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96546 members
Mstep: Class 2 contains 124691 members
Entering Unmasked Estep
Score: -31327898.000000 Penalty: 3999.771729
Iteration 105Q: 3 clusters Score -3.13279e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96538 members
Mstep: Class 2 contains 124699 members
Entering Unmasked Estep
Score: -31327918.000000 Penalty: 3999.771729
Iteration 106Q: 3 clusters Score -3.132792e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96533 members
Mstep: Class 2 contains 124704 members
Entering Unmasked Estep
Score: -31327900.000000 Penalty: 3999.771729
Iteration 107Q: 3 clusters Score -3.13279e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96533 members
Mstep: Class 2 contains 124704 members
Entering Unmasked Estep
Score: -31327930.000000 Penalty: 3999.771729
Iteration 108Q: 3 clusters Score -3.132793e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96526 members
Mstep: Class 2 contains 124711 members
Entering Unmasked Estep
Score: -31327922.000000 Penalty: 3999.771729
Iteration 109Q: 3 clusters Score -3.132792e+07 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96536 members
Mstep: Class 2 contains 124701 members
Entering Unmasked Estep
Score: -31327876.000000 Penalty: 3999.771729
Iteration 110Q: 3 clusters Score -3.132788e+07 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96523 members
Mstep: Class 2 contains 124714 members
Entering Unmasked Estep
Score: -31327880.000000 Penalty: 3999.771729
Iteration 111Q: 3 clusters Score -3.132788e+07 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96513 members
Mstep: Class 2 contains 124724 members
Entering Unmasked Estep
Score: -31327942.000000 Penalty: 3999.771729
Iteration 112Q: 3 clusters Score -3.132794e+07 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96507 members
Mstep: Class 2 contains 124730 members
Entering Unmasked Estep
Score: -31327946.000000 Penalty: 3999.771729
Iteration 113Q: 3 clusters Score -3.132795e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96502 members
Mstep: Class 2 contains 124735 members
Entering Unmasked Estep
Score: -31327938.000000 Penalty: 3999.771729
Iteration 114Q: 3 clusters Score -3.132794e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96488 members
Mstep: Class 2 contains 124749 members
Entering Unmasked Estep
Score: -31327960.000000 Penalty: 3999.771729
Iteration 115Q: 3 clusters Score -3.132796e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96478 members
Mstep: Class 2 contains 124759 members
Entering Unmasked Estep
Score: -31327976.000000 Penalty: 3999.771729
Iteration 116Q: 3 clusters Score -3.132798e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96464 members
Mstep: Class 2 contains 124773 members
Entering Unmasked Estep
Score: -31328008.000000 Penalty: 3999.771729
Iteration 117Q: 3 clusters Score -3.132801e+07 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96457 members
Mstep: Class 2 contains 124780 members
Entering Unmasked Estep
Score: -31328068.000000 Penalty: 3999.771729
Iteration 118Q: 3 clusters Score -3.132807e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96479 members
Mstep: Class 2 contains 124758 members
Entering Unmasked Estep
Score: -31328068.000000 Penalty: 3999.771729
Iteration 119Q: 3 clusters Score -3.132807e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96485 members
Mstep: Class 2 contains 124752 members
Entering Unmasked Estep
Score: -31328068.000000 Penalty: 3999.771729
Iteration 120F: 3 clusters Score -3.132807e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96514 members
Mstep: Class 2 contains 124723 members
Entering Unmasked Estep
Score: -31328082.000000 Penalty: 3999.771729
Iteration 121Q: 3 clusters Score -3.132808e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96529 members
Mstep: Class 2 contains 124708 members
Entering Unmasked Estep
Score: -31328062.000000 Penalty: 3999.771729
Iteration 122Q: 3 clusters Score -3.132806e+07 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96549 members
Mstep: Class 2 contains 124688 members
Entering Unmasked Estep
Score: -31328072.000000 Penalty: 3999.771729
Iteration 123Q: 3 clusters Score -3.132807e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96558 members
Mstep: Class 2 contains 124679 members
Entering Unmasked Estep
Score: -31328060.000000 Penalty: 3999.771729
Iteration 124Q: 3 clusters Score -3.132806e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96565 members
Mstep: Class 2 contains 124672 members
Entering Unmasked Estep
Score: -31328044.000000 Penalty: 3999.771729
Iteration 125Q: 3 clusters Score -3.132804e+07 nChanged 171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96586 members
Mstep: Class 2 contains 124651 members
Entering Unmasked Estep
Score: -31328056.000000 Penalty: 3999.771729
Iteration 126Q: 3 clusters Score -3.132806e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96594 members
Mstep: Class 2 contains 124643 members
Entering Unmasked Estep
Score: -31328082.000000 Penalty: 3999.771729
Iteration 127Q: 3 clusters Score -3.132808e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96580 members
Mstep: Class 2 contains 124657 members
Entering Unmasked Estep
Score: -31328094.000000 Penalty: 3999.771729
Iteration 128Q: 3 clusters Score -3.132809e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96580 members
Mstep: Class 2 contains 124657 members
Entering Unmasked Estep
Score: -31328136.000000 Penalty: 3999.771729
Iteration 129Q: 3 clusters Score -3.132814e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96569 members
Mstep: Class 2 contains 124668 members
Entering Unmasked Estep
Score: -31328146.000000 Penalty: 3999.771729
Iteration 130Q: 3 clusters Score -3.132815e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96582 members
Mstep: Class 2 contains 124655 members
Entering Unmasked Estep
Score: -31328112.000000 Penalty: 3999.771729
Iteration 131Q: 3 clusters Score -3.132811e+07 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96591 members
Mstep: Class 2 contains 124646 members
Entering Unmasked Estep
Score: -31328116.000000 Penalty: 3999.771729
Iteration 132Q: 3 clusters Score -3.132812e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96612 members
Mstep: Class 2 contains 124625 members
Entering Unmasked Estep
Score: -31328142.000000 Penalty: 3999.771729
Iteration 133Q: 3 clusters Score -3.132814e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96620 members
Mstep: Class 2 contains 124617 members
Entering Unmasked Estep
Score: -31328098.000000 Penalty: 3999.771729
Iteration 134Q: 3 clusters Score -3.13281e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96651 members
Mstep: Class 2 contains 124586 members
Entering Unmasked Estep
Score: -31328116.000000 Penalty: 3999.771729
Iteration 135Q: 3 clusters Score -3.132812e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96663 members
Mstep: Class 2 contains 124574 members
Entering Unmasked Estep
Score: -31328104.000000 Penalty: 3999.771729
Iteration 136Q: 3 clusters Score -3.13281e+07 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96655 members
Mstep: Class 2 contains 124582 members
Entering Unmasked Estep
Score: -31328106.000000 Penalty: 3999.771729
Iteration 137Q: 3 clusters Score -3.132811e+07 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96661 members
Mstep: Class 2 contains 124576 members
Entering Unmasked Estep
Score: -31328006.000000 Penalty: 3999.771729
Iteration 138Q: 3 clusters Score -3.132801e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96655 members
Mstep: Class 2 contains 124582 members
Entering Unmasked Estep
Score: -31328006.000000 Penalty: 3999.771729
Iteration 139Q: 3 clusters Score -3.132801e+07 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96632 members
Mstep: Class 2 contains 124605 members
Entering Unmasked Estep
Score: -31328092.000000 Penalty: 3999.771729
Iteration 140F: 3 clusters Score -3.132809e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96638 members
Mstep: Class 2 contains 124599 members
Entering Unmasked Estep
Score: -31328008.000000 Penalty: 3999.771729
Iteration 141Q: 3 clusters Score -3.132801e+07 nChanged 203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96639 members
Mstep: Class 2 contains 124598 members
Entering Unmasked Estep
Score: -31328012.000000 Penalty: 3999.771729
Iteration 142Q: 3 clusters Score -3.132801e+07 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96642 members
Mstep: Class 2 contains 124595 members
Entering Unmasked Estep
Score: -31328054.000000 Penalty: 3999.771729
Iteration 143Q: 3 clusters Score -3.132805e+07 nChanged 245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96623 members
Mstep: Class 2 contains 124614 members
Entering Unmasked Estep
Score: -31328100.000000 Penalty: 3999.771729
Iteration 144Q: 3 clusters Score -3.13281e+07 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96609 members
Mstep: Class 2 contains 124628 members
Entering Unmasked Estep
Score: -31328136.000000 Penalty: 3999.771729
Iteration 145Q: 3 clusters Score -3.132814e+07 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96592 members
Mstep: Class 2 contains 124645 members
Entering Unmasked Estep
Score: -31328100.000000 Penalty: 3999.771729
Iteration 146Q: 3 clusters Score -3.13281e+07 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96579 members
Mstep: Class 2 contains 124658 members
Entering Unmasked Estep
Score: -31328184.000000 Penalty: 3999.771729
Iteration 147Q: 3 clusters Score -3.132818e+07 nChanged 229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96552 members
Mstep: Class 2 contains 124685 members
Entering Unmasked Estep
Score: -31328244.000000 Penalty: 3999.771729
Iteration 148Q: 3 clusters Score -3.132824e+07 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96537 members
Mstep: Class 2 contains 124700 members
Entering Unmasked Estep
Score: -31328256.000000 Penalty: 3999.771729
Iteration 149Q: 3 clusters Score -3.132826e+07 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96523 members
Mstep: Class 2 contains 124714 members
Entering Unmasked Estep
Score: -31328310.000000 Penalty: 3999.771729
Iteration 150Q: 3 clusters Score -3.132831e+07 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96508 members
Mstep: Class 2 contains 124729 members
Entering Unmasked Estep
Score: -31328272.000000 Penalty: 3999.771729
Iteration 151Q: 3 clusters Score -3.132827e+07 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96494 members
Mstep: Class 2 contains 124743 members
Entering Unmasked Estep
Score: -31328382.000000 Penalty: 3999.771729
Iteration 152Q: 3 clusters Score -3.132838e+07 nChanged 228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96482 members
Mstep: Class 2 contains 124755 members
Entering Unmasked Estep
Score: -31328376.000000 Penalty: 3999.771729
Iteration 153Q: 3 clusters Score -3.132838e+07 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96495 members
Mstep: Class 2 contains 124742 members
Entering Unmasked Estep
Score: -31328400.000000 Penalty: 3999.771729
Iteration 154Q: 3 clusters Score -3.13284e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96522 members
Mstep: Class 2 contains 124715 members
Entering Unmasked Estep
Score: -31328388.000000 Penalty: 3999.771729
Iteration 155Q: 3 clusters Score -3.132839e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96516 members
Mstep: Class 2 contains 124721 members
Entering Unmasked Estep
Score: -31328392.000000 Penalty: 3999.771729
Iteration 156Q: 3 clusters Score -3.132839e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96519 members
Mstep: Class 2 contains 124718 members
Entering Unmasked Estep
Score: -31328376.000000 Penalty: 3999.771729
Iteration 157Q: 3 clusters Score -3.132838e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96543 members
Mstep: Class 2 contains 124694 members
Entering Unmasked Estep
Score: -31328408.000000 Penalty: 3999.771729
Iteration 158Q: 3 clusters Score -3.132841e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96575 members
Mstep: Class 2 contains 124662 members
Entering Unmasked Estep
Score: -31328354.000000 Penalty: 3999.771729
Iteration 159Q: 3 clusters Score -3.132835e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96585 members
Mstep: Class 2 contains 124652 members
Entering Unmasked Estep
Score: -31328416.000000 Penalty: 3999.771729
Iteration 160F: 3 clusters Score -3.132842e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96585 members
Mstep: Class 2 contains 124652 members
Entering Unmasked Estep
Score: -31328394.000000 Penalty: 3999.771729
Iteration 161Q: 3 clusters Score -3.132839e+07 nChanged 171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96602 members
Mstep: Class 2 contains 124635 members
Entering Unmasked Estep
Score: -31328410.000000 Penalty: 3999.771729
Iteration 162Q: 3 clusters Score -3.132841e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96622 members
Mstep: Class 2 contains 124615 members
Entering Unmasked Estep
Score: -31328396.000000 Penalty: 3999.771729
Iteration 163Q: 3 clusters Score -3.13284e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96615 members
Mstep: Class 2 contains 124622 members
Entering Unmasked Estep
Score: -31328406.000000 Penalty: 3999.771729
Iteration 164Q: 3 clusters Score -3.132841e+07 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96604 members
Mstep: Class 2 contains 124633 members
Entering Unmasked Estep
Score: -31328460.000000 Penalty: 3999.771729
Iteration 165Q: 3 clusters Score -3.132846e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96609 members
Mstep: Class 2 contains 124628 members
Entering Unmasked Estep
Score: -31328454.000000 Penalty: 3999.771729
Iteration 166Q: 3 clusters Score -3.132845e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96606 members
Mstep: Class 2 contains 124631 members
Entering Unmasked Estep
Score: -31328400.000000 Penalty: 3999.771729
Iteration 167Q: 3 clusters Score -3.13284e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96612 members
Mstep: Class 2 contains 124625 members
Entering Unmasked Estep
Score: -31328426.000000 Penalty: 3999.771729
Iteration 168Q: 3 clusters Score -3.132843e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96621 members
Mstep: Class 2 contains 124616 members
Entering Unmasked Estep
Score: -31328444.000000 Penalty: 3999.771729
Iteration 169Q: 3 clusters Score -3.132844e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96607 members
Mstep: Class 2 contains 124630 members
Entering Unmasked Estep
Score: -31328436.000000 Penalty: 3999.771729
Iteration 170Q: 3 clusters Score -3.132844e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96612 members
Mstep: Class 2 contains 124625 members
Entering Unmasked Estep
Score: -31328460.000000 Penalty: 3999.771729
Iteration 171Q: 3 clusters Score -3.132846e+07 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96595 members
Mstep: Class 2 contains 124642 members
Entering Unmasked Estep
Score: -31328492.000000 Penalty: 3999.771729
Iteration 172Q: 3 clusters Score -3.132849e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96602 members
Mstep: Class 2 contains 124635 members
Entering Unmasked Estep
Score: -31328548.000000 Penalty: 3999.771729
Iteration 173Q: 3 clusters Score -3.132855e+07 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96624 members
Mstep: Class 2 contains 124613 members
Entering Unmasked Estep
Score: -31328482.000000 Penalty: 3999.771729
Iteration 174Q: 3 clusters Score -3.132848e+07 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96628 members
Mstep: Class 2 contains 124609 members
Entering Unmasked Estep
Score: -31328490.000000 Penalty: 3999.771729
Iteration 175Q: 3 clusters Score -3.132849e+07 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96634 members
Mstep: Class 2 contains 124603 members
Entering Unmasked Estep
Score: -31328430.000000 Penalty: 3999.771729
Iteration 176Q: 3 clusters Score -3.132843e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96657 members
Mstep: Class 2 contains 124580 members
Entering Unmasked Estep
Score: -31328436.000000 Penalty: 3999.771729
Iteration 177Q: 3 clusters Score -3.132844e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96677 members
Mstep: Class 2 contains 124560 members
Entering Unmasked Estep
Score: -31328440.000000 Penalty: 3999.771729
Iteration 178Q: 3 clusters Score -3.132844e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96691 members
Mstep: Class 2 contains 124546 members
Entering Unmasked Estep
Score: -31328454.000000 Penalty: 3999.771729
Iteration 179Q: 3 clusters Score -3.132845e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96707 members
Mstep: Class 2 contains 124530 members
Entering Unmasked Estep
Score: -31328422.000000 Penalty: 3999.771729
Iteration 180F: 3 clusters Score -3.132842e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96717 members
Mstep: Class 2 contains 124520 members
Entering Unmasked Estep
Score: -31328404.000000 Penalty: 3999.771729
Iteration 181Q: 3 clusters Score -3.13284e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96718 members
Mstep: Class 2 contains 124519 members
Entering Unmasked Estep
Score: -31328446.000000 Penalty: 3999.771729
Iteration 182Q: 3 clusters Score -3.132845e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96733 members
Mstep: Class 2 contains 124504 members
Entering Unmasked Estep
Score: -31328422.000000 Penalty: 3999.771729
Iteration 183Q: 3 clusters Score -3.132842e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96741 members
Mstep: Class 2 contains 124496 members
Entering Unmasked Estep
Score: -31328416.000000 Penalty: 3999.771729
Iteration 184Q: 3 clusters Score -3.132842e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96740 members
Mstep: Class 2 contains 124497 members
Entering Unmasked Estep
Score: -31328424.000000 Penalty: 3999.771729
Iteration 185Q: 3 clusters Score -3.132842e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96738 members
Mstep: Class 2 contains 124499 members
Entering Unmasked Estep
Score: -31328402.000000 Penalty: 3999.771729
Iteration 186Q: 3 clusters Score -3.13284e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96746 members
Mstep: Class 2 contains 124491 members
Entering Unmasked Estep
Score: -31328428.000000 Penalty: 3999.771729
Iteration 187Q: 3 clusters Score -3.132843e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96750 members
Mstep: Class 2 contains 124487 members
Entering Unmasked Estep
Score: -31328422.000000 Penalty: 3999.771729
Iteration 188Q: 3 clusters Score -3.132842e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96737 members
Mstep: Class 2 contains 124500 members
Entering Unmasked Estep
Score: -31328454.000000 Penalty: 3999.771729
Iteration 189Q: 3 clusters Score -3.132845e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96734 members
Mstep: Class 2 contains 124503 members
Entering Unmasked Estep
Score: -31328478.000000 Penalty: 3999.771729
Iteration 190Q: 3 clusters Score -3.132848e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96752 members
Mstep: Class 2 contains 124485 members
Entering Unmasked Estep
Score: -31328414.000000 Penalty: 3999.771729
Iteration 191Q: 3 clusters Score -3.132841e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96756 members
Mstep: Class 2 contains 124481 members
Entering Unmasked Estep
Score: -31328424.000000 Penalty: 3999.771729
Iteration 192Q: 3 clusters Score -3.132842e+07 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96763 members
Mstep: Class 2 contains 124474 members
Entering Unmasked Estep
Score: -31328382.000000 Penalty: 3999.771729
Iteration 193Q: 3 clusters Score -3.132838e+07 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96758 members
Mstep: Class 2 contains 124479 members
Entering Unmasked Estep
Score: -31328418.000000 Penalty: 3999.771729
Iteration 194Q: 3 clusters Score -3.132842e+07 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96766 members
Mstep: Class 2 contains 124471 members
Entering Unmasked Estep
Score: -31328476.000000 Penalty: 3999.771729
Iteration 195Q: 3 clusters Score -3.132848e+07 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96771 members
Mstep: Class 2 contains 124466 members
Entering Unmasked Estep
Score: -31328486.000000 Penalty: 3999.771729
Iteration 196Q: 3 clusters Score -3.132849e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96765 members
Mstep: Class 2 contains 124472 members
Entering Unmasked Estep
Score: -31328490.000000 Penalty: 3999.771729
Iteration 197Q: 3 clusters Score -3.132849e+07 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96744 members
Mstep: Class 2 contains 124493 members
Entering Unmasked Estep
Score: -31328504.000000 Penalty: 3999.771729
Iteration 198Q: 3 clusters Score -3.13285e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96741 members
Mstep: Class 2 contains 124496 members
Entering Unmasked Estep
Score: -31328492.000000 Penalty: 3999.771729
Iteration 199Q: 3 clusters Score -3.132849e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96733 members
Mstep: Class 2 contains 124504 members
Entering Unmasked Estep
Score: -31328542.000000 Penalty: 3999.771729
Iteration 200F: 3 clusters Score -3.132854e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96719 members
Mstep: Class 2 contains 124518 members
Entering Unmasked Estep
Score: -31328526.000000 Penalty: 3999.771729
Iteration 201Q: 3 clusters Score -3.132853e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96707 members
Mstep: Class 2 contains 124530 members
Entering Unmasked Estep
Score: -31328562.000000 Penalty: 3999.771729
Iteration 202Q: 3 clusters Score -3.132856e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96697 members
Mstep: Class 2 contains 124540 members
Entering Unmasked Estep
Score: -31328570.000000 Penalty: 3999.771729
Iteration 203Q: 3 clusters Score -3.132857e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96700 members
Mstep: Class 2 contains 124537 members
Entering Unmasked Estep
Score: -31328528.000000 Penalty: 3999.771729
Iteration 204Q: 3 clusters Score -3.132853e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96694 members
Mstep: Class 2 contains 124543 members
Entering Unmasked Estep
Score: -31328510.000000 Penalty: 3999.771729
Iteration 205Q: 3 clusters Score -3.132851e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96685 members
Mstep: Class 2 contains 124552 members
Entering Unmasked Estep
Score: -31328542.000000 Penalty: 3999.771729
Iteration 206Q: 3 clusters Score -3.132854e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96682 members
Mstep: Class 2 contains 124555 members
Entering Unmasked Estep
Score: -31328588.000000 Penalty: 3999.771729
Iteration 207Q: 3 clusters Score -3.132859e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96679 members
Mstep: Class 2 contains 124558 members
Entering Unmasked Estep
Score: -31328592.000000 Penalty: 3999.771729
Iteration 208Q: 3 clusters Score -3.132859e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96684 members
Mstep: Class 2 contains 124553 members
Entering Unmasked Estep
Score: -31328578.000000 Penalty: 3999.771729
Iteration 209Q: 3 clusters Score -3.132858e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96669 members
Mstep: Class 2 contains 124568 members
Entering Unmasked Estep
Score: -31328592.000000 Penalty: 3999.771729
Iteration 210Q: 3 clusters Score -3.132859e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96668 members
Mstep: Class 2 contains 124569 members
Entering Unmasked Estep
Score: -31328612.000000 Penalty: 3999.771729
Iteration 211Q: 3 clusters Score -3.132861e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96680 members
Mstep: Class 2 contains 124557 members
Entering Unmasked Estep
Score: -31328626.000000 Penalty: 3999.771729
Iteration 212Q: 3 clusters Score -3.132863e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96694 members
Mstep: Class 2 contains 124543 members
Entering Unmasked Estep
Score: -31328648.000000 Penalty: 3999.771729
Iteration 213Q: 3 clusters Score -3.132865e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96717 members
Mstep: Class 2 contains 124520 members
Entering Unmasked Estep
Score: -31328656.000000 Penalty: 3999.771729
Iteration 214Q: 3 clusters Score -3.132866e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96718 members
Mstep: Class 2 contains 124519 members
Entering Unmasked Estep
Score: -31328640.000000 Penalty: 3999.771729
Iteration 215Q: 3 clusters Score -3.132864e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96732 members
Mstep: Class 2 contains 124505 members
Entering Unmasked Estep
Score: -31328640.000000 Penalty: 3999.771729
Iteration 216Q: 3 clusters Score -3.132864e+07 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96732 members
Mstep: Class 2 contains 124505 members
Entering Unmasked Estep
Score: -31328672.000000 Penalty: 3999.771729
Iteration 217Q: 3 clusters Score -3.132867e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96739 members
Mstep: Class 2 contains 124498 members
Entering Unmasked Estep
Score: -31328680.000000 Penalty: 3999.771729
Iteration 218Q: 3 clusters Score -3.132868e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96749 members
Mstep: Class 2 contains 124488 members
Entering Unmasked Estep
Score: -31328652.000000 Penalty: 3999.771729
Iteration 219Q: 3 clusters Score -3.132865e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96760 members
Mstep: Class 2 contains 124477 members
Entering Unmasked Estep
Score: -31328700.000000 Penalty: 3999.771729
Iteration 220F: 3 clusters Score -3.13287e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96781 members
Mstep: Class 2 contains 124456 members
Entering Unmasked Estep
Score: -31328674.000000 Penalty: 3999.771729
Iteration 221Q: 3 clusters Score -3.132867e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96783 members
Mstep: Class 2 contains 124454 members
Entering Unmasked Estep
Score: -31328682.000000 Penalty: 3999.771729
Iteration 222Q: 3 clusters Score -3.132868e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96791 members
Mstep: Class 2 contains 124446 members
Entering Unmasked Estep
Score: -31328656.000000 Penalty: 3999.771729
Iteration 223Q: 3 clusters Score -3.132866e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96788 members
Mstep: Class 2 contains 124449 members
Entering Unmasked Estep
Score: -31328708.000000 Penalty: 3999.771729
Iteration 224Q: 3 clusters Score -3.132871e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96794 members
Mstep: Class 2 contains 124443 members
Entering Unmasked Estep
Score: -31328680.000000 Penalty: 3999.771729
Iteration 225Q: 3 clusters Score -3.132868e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96805 members
Mstep: Class 2 contains 124432 members
Entering Unmasked Estep
Score: -31328632.000000 Penalty: 3999.771729
Iteration 226Q: 3 clusters Score -3.132863e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96816 members
Mstep: Class 2 contains 124421 members
Entering Unmasked Estep
Score: -31328630.000000 Penalty: 3999.771729
Iteration 227Q: 3 clusters Score -3.132863e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96828 members
Mstep: Class 2 contains 124409 members
Entering Unmasked Estep
Score: -31328638.000000 Penalty: 3999.771729
Iteration 228Q: 3 clusters Score -3.132864e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96853 members
Mstep: Class 2 contains 124384 members
Entering Unmasked Estep
Score: -31328606.000000 Penalty: 3999.771729
Iteration 229Q: 3 clusters Score -3.132861e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96858 members
Mstep: Class 2 contains 124379 members
Entering Unmasked Estep
Score: -31328604.000000 Penalty: 3999.771729
Iteration 230Q: 3 clusters Score -3.13286e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96873 members
Mstep: Class 2 contains 124364 members
Entering Unmasked Estep
Score: -31328634.000000 Penalty: 3999.771729
Iteration 231Q: 3 clusters Score -3.132863e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96887 members
Mstep: Class 2 contains 124350 members
Entering Unmasked Estep
Score: -31328606.000000 Penalty: 3999.771729
Iteration 232Q: 3 clusters Score -3.132861e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96895 members
Mstep: Class 2 contains 124342 members
Entering Unmasked Estep
Score: -31328634.000000 Penalty: 3999.771729
Iteration 233Q: 3 clusters Score -3.132863e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96908 members
Mstep: Class 2 contains 124329 members
Entering Unmasked Estep
Score: -31328588.000000 Penalty: 3999.771729
Iteration 234Q: 3 clusters Score -3.132859e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96908 members
Mstep: Class 2 contains 124329 members
Entering Unmasked Estep
Score: -31328618.000000 Penalty: 3999.771729
Iteration 235Q: 3 clusters Score -3.132862e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96925 members
Mstep: Class 2 contains 124312 members
Entering Unmasked Estep
Score: -31328576.000000 Penalty: 3999.771729
Iteration 236Q: 3 clusters Score -3.132858e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96927 members
Mstep: Class 2 contains 124310 members
Entering Unmasked Estep
Score: -31328580.000000 Penalty: 3999.771729
Iteration 237Q: 3 clusters Score -3.132858e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96935 members
Mstep: Class 2 contains 124302 members
Entering Unmasked Estep
Score: -31328596.000000 Penalty: 3999.771729
Iteration 238Q: 3 clusters Score -3.13286e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96951 members
Mstep: Class 2 contains 124286 members
Entering Unmasked Estep
Score: -31328580.000000 Penalty: 3999.771729
Iteration 239Q: 3 clusters Score -3.132858e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96955 members
Mstep: Class 2 contains 124282 members
Entering Unmasked Estep
Score: -31328588.000000 Penalty: 3999.771729
Iteration 240F: 3 clusters Score -3.132859e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96964 members
Mstep: Class 2 contains 124273 members
Entering Unmasked Estep
Score: -31328568.000000 Penalty: 3999.771729
Iteration 241Q: 3 clusters Score -3.132857e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96960 members
Mstep: Class 2 contains 124277 members
Entering Unmasked Estep
Score: -31328536.000000 Penalty: 3999.771729
Iteration 242Q: 3 clusters Score -3.132854e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96968 members
Mstep: Class 2 contains 124269 members
Entering Unmasked Estep
Score: -31328544.000000 Penalty: 3999.771729
Iteration 243Q: 3 clusters Score -3.132854e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96972 members
Mstep: Class 2 contains 124265 members
Entering Unmasked Estep
Score: -31328542.000000 Penalty: 3999.771729
Iteration 244Q: 3 clusters Score -3.132854e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96973 members
Mstep: Class 2 contains 124264 members
Entering Unmasked Estep
Score: -31328528.000000 Penalty: 3999.771729
Iteration 245Q: 3 clusters Score -3.132853e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96973 members
Mstep: Class 2 contains 124264 members
Entering Unmasked Estep
Score: -31328512.000000 Penalty: 3999.771729
Iteration 246Q: 3 clusters Score -3.132851e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96974 members
Mstep: Class 2 contains 124263 members
Entering Unmasked Estep
Score: -31328528.000000 Penalty: 3999.771729
Iteration 247Q: 3 clusters Score -3.132853e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96975 members
Mstep: Class 2 contains 124262 members
Entering Unmasked Estep
Score: -31328556.000000 Penalty: 3999.771729
Iteration 248Q: 3 clusters Score -3.132856e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96978 members
Mstep: Class 2 contains 124259 members
Entering Unmasked Estep
Score: -31328540.000000 Penalty: 3999.771729
Iteration 249Q: 3 clusters Score -3.132854e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96972 members
Mstep: Class 2 contains 124265 members
Entering Unmasked Estep
Score: -31328546.000000 Penalty: 3999.771729
Iteration 250Q: 3 clusters Score -3.132855e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96969 members
Mstep: Class 2 contains 124268 members
Entering Unmasked Estep
Score: -31328556.000000 Penalty: 3999.771729
Iteration 251Q: 3 clusters Score -3.132856e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96959 members
Mstep: Class 2 contains 124278 members
Entering Unmasked Estep
Score: -31328580.000000 Penalty: 3999.771729
Iteration 252Q: 3 clusters Score -3.132858e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96950 members
Mstep: Class 2 contains 124287 members
Entering Unmasked Estep
Score: -31328572.000000 Penalty: 3999.771729
Iteration 253Q: 3 clusters Score -3.132857e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96937 members
Mstep: Class 2 contains 124300 members
Entering Unmasked Estep
Score: -31328580.000000 Penalty: 3999.771729
Iteration 254Q: 3 clusters Score -3.132858e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96928 members
Mstep: Class 2 contains 124309 members
Entering Unmasked Estep
Score: -31328578.000000 Penalty: 3999.771729
Iteration 255Q: 3 clusters Score -3.132858e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96926 members
Mstep: Class 2 contains 124311 members
Entering Unmasked Estep
Score: -31328584.000000 Penalty: 3999.771729
Iteration 256Q: 3 clusters Score -3.132858e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96921 members
Mstep: Class 2 contains 124316 members
Entering Unmasked Estep
Score: -31328600.000000 Penalty: 3999.771729
Iteration 257Q: 3 clusters Score -3.13286e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96919 members
Mstep: Class 2 contains 124318 members
Entering Unmasked Estep
Score: -31328600.000000 Penalty: 3999.771729
Iteration 258Q: 3 clusters Score -3.13286e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96913 members
Mstep: Class 2 contains 124324 members
Entering Unmasked Estep
Score: -31328602.000000 Penalty: 3999.771729
Iteration 259Q: 3 clusters Score -3.13286e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96912 members
Mstep: Class 2 contains 124325 members
Entering Unmasked Estep
Score: -31328602.000000 Penalty: 3999.771729
Iteration 260F: 3 clusters Score -3.13286e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96925 members
Mstep: Class 2 contains 124312 members
Entering Unmasked Estep
Score: -31328600.000000 Penalty: 3999.771729
Iteration 261Q: 3 clusters Score -3.13286e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96925 members
Mstep: Class 2 contains 124312 members
Entering Unmasked Estep
Score: -31328586.000000 Penalty: 3999.771729
Iteration 262Q: 3 clusters Score -3.132859e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96922 members
Mstep: Class 2 contains 124315 members
Entering Unmasked Estep
Score: -31328582.000000 Penalty: 3999.771729
Iteration 263Q: 3 clusters Score -3.132858e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96932 members
Mstep: Class 2 contains 124305 members
Entering Unmasked Estep
Score: -31328584.000000 Penalty: 3999.771729
Iteration 264Q: 3 clusters Score -3.132858e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96938 members
Mstep: Class 2 contains 124299 members
Entering Unmasked Estep
Score: -31328570.000000 Penalty: 3999.771729
Iteration 265Q: 3 clusters Score -3.132857e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96952 members
Mstep: Class 2 contains 124285 members
Entering Unmasked Estep
Score: -31328572.000000 Penalty: 3999.771729
Iteration 266Q: 3 clusters Score -3.132857e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96955 members
Mstep: Class 2 contains 124282 members
Entering Unmasked Estep
Score: -31328548.000000 Penalty: 3999.771729
Iteration 267Q: 3 clusters Score -3.132855e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96952 members
Mstep: Class 2 contains 124285 members
Entering Unmasked Estep
Score: -31328586.000000 Penalty: 3999.771729
Iteration 268Q: 3 clusters Score -3.132859e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96940 members
Mstep: Class 2 contains 124297 members
Entering Unmasked Estep
Score: -31328602.000000 Penalty: 3999.771729
Iteration 269Q: 3 clusters Score -3.13286e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96939 members
Mstep: Class 2 contains 124298 members
Entering Unmasked Estep
Score: -31328586.000000 Penalty: 3999.771729
Iteration 270Q: 3 clusters Score -3.132859e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96929 members
Mstep: Class 2 contains 124308 members
Entering Unmasked Estep
Score: -31328598.000000 Penalty: 3999.771729
Iteration 271Q: 3 clusters Score -3.13286e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96923 members
Mstep: Class 2 contains 124314 members
Entering Unmasked Estep
Score: -31328624.000000 Penalty: 3999.771729
Iteration 272Q: 3 clusters Score -3.132862e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96913 members
Mstep: Class 2 contains 124324 members
Entering Unmasked Estep
Score: -31328640.000000 Penalty: 3999.771729
Iteration 273Q: 3 clusters Score -3.132864e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96925 members
Mstep: Class 2 contains 124312 members
Entering Unmasked Estep
Score: -31328638.000000 Penalty: 3999.771729
Iteration 274Q: 3 clusters Score -3.132864e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96933 members
Mstep: Class 2 contains 124304 members
Entering Unmasked Estep
Score: -31328608.000000 Penalty: 3999.771729
Iteration 275Q: 3 clusters Score -3.132861e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96944 members
Mstep: Class 2 contains 124293 members
Entering Unmasked Estep
Score: -31328588.000000 Penalty: 3999.771729
Iteration 276Q: 3 clusters Score -3.132859e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96955 members
Mstep: Class 2 contains 124282 members
Entering Unmasked Estep
Score: -31328580.000000 Penalty: 3999.771729
Iteration 277Q: 3 clusters Score -3.132858e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96963 members
Mstep: Class 2 contains 124274 members
Entering Unmasked Estep
Score: -31328580.000000 Penalty: 3999.771729
Iteration 278Q: 3 clusters Score -3.132858e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96972 members
Mstep: Class 2 contains 124265 members
Entering Unmasked Estep
Score: -31328572.000000 Penalty: 3999.771729
Iteration 279Q: 3 clusters Score -3.132857e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96985 members
Mstep: Class 2 contains 124252 members
Entering Unmasked Estep
Score: -31328576.000000 Penalty: 3999.771729
Iteration 280F: 3 clusters Score -3.132858e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96981 members
Mstep: Class 2 contains 124256 members
Entering Unmasked Estep
Score: -31328594.000000 Penalty: 3999.771729
Iteration 281Q: 3 clusters Score -3.132859e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96987 members
Mstep: Class 2 contains 124250 members
Entering Unmasked Estep
Score: -31328606.000000 Penalty: 3999.771729
Iteration 282Q: 3 clusters Score -3.132861e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96988 members
Mstep: Class 2 contains 124249 members
Entering Unmasked Estep
Score: -31328632.000000 Penalty: 3999.771729
Iteration 283Q: 3 clusters Score -3.132863e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96996 members
Mstep: Class 2 contains 124241 members
Entering Unmasked Estep
Score: -31328632.000000 Penalty: 3999.771729
Iteration 284Q: 3 clusters Score -3.132863e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96996 members
Mstep: Class 2 contains 124241 members
Entering Unmasked Estep
Score: -31328666.000000 Penalty: 3999.771729
Iteration 285Q: 3 clusters Score -3.132867e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96998 members
Mstep: Class 2 contains 124239 members
Entering Unmasked Estep
Score: -31328658.000000 Penalty: 3999.771729
Iteration 286Q: 3 clusters Score -3.132866e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96997 members
Mstep: Class 2 contains 124240 members
Entering Unmasked Estep
Score: -31328652.000000 Penalty: 3999.771729
Iteration 287Q: 3 clusters Score -3.132865e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96998 members
Mstep: Class 2 contains 124239 members
Entering Unmasked Estep
Score: -31328664.000000 Penalty: 3999.771729
Iteration 288Q: 3 clusters Score -3.132866e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96991 members
Mstep: Class 2 contains 124246 members
Entering Unmasked Estep
Score: -31328686.000000 Penalty: 3999.771729
Iteration 289Q: 3 clusters Score -3.132869e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96971 members
Mstep: Class 2 contains 124266 members
Entering Unmasked Estep
Score: -31328702.000000 Penalty: 3999.771729
Iteration 290Q: 3 clusters Score -3.13287e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96972 members
Mstep: Class 2 contains 124265 members
Entering Unmasked Estep
Score: -31328710.000000 Penalty: 3999.771729
Iteration 291Q: 3 clusters Score -3.132871e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96960 members
Mstep: Class 2 contains 124277 members
Entering Unmasked Estep
Score: -31328726.000000 Penalty: 3999.771729
Iteration 292Q: 3 clusters Score -3.132873e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96950 members
Mstep: Class 2 contains 124287 members
Entering Unmasked Estep
Score: -31328750.000000 Penalty: 3999.771729
Iteration 293Q: 3 clusters Score -3.132875e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96943 members
Mstep: Class 2 contains 124294 members
Entering Unmasked Estep
Score: -31328764.000000 Penalty: 3999.771729
Iteration 294Q: 3 clusters Score -3.132876e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96932 members
Mstep: Class 2 contains 124305 members
Entering Unmasked Estep
Score: -31328746.000000 Penalty: 3999.771729
Iteration 295Q: 3 clusters Score -3.132875e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96922 members
Mstep: Class 2 contains 124315 members
Entering Unmasked Estep
Score: -31328774.000000 Penalty: 3999.771729
Iteration 296Q: 3 clusters Score -3.132877e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96922 members
Mstep: Class 2 contains 124315 members
Entering Unmasked Estep
Score: -31328742.000000 Penalty: 3999.771729
Iteration 297Q: 3 clusters Score -3.132874e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96923 members
Mstep: Class 2 contains 124314 members
Entering Unmasked Estep
Score: -31328736.000000 Penalty: 3999.771729
Iteration 298Q: 3 clusters Score -3.132874e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96922 members
Mstep: Class 2 contains 124315 members
Entering Unmasked Estep
Score: -31328746.000000 Penalty: 3999.771729
Iteration 299Q: 3 clusters Score -3.132875e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96915 members
Mstep: Class 2 contains 124322 members
Entering Unmasked Estep
Score: -31328740.000000 Penalty: 3999.771729
Iteration 300F: 3 clusters Score -3.132874e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96911 members
Mstep: Class 2 contains 124326 members
Entering Unmasked Estep
Score: -31328726.000000 Penalty: 3999.771729
Iteration 301Q: 3 clusters Score -3.132873e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96905 members
Mstep: Class 2 contains 124332 members
Entering Unmasked Estep
Score: -31328738.000000 Penalty: 3999.771729
Iteration 302Q: 3 clusters Score -3.132874e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96890 members
Mstep: Class 2 contains 124347 members
Entering Unmasked Estep
Score: -31328754.000000 Penalty: 3999.771729
Iteration 303Q: 3 clusters Score -3.132875e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96879 members
Mstep: Class 2 contains 124358 members
Entering Unmasked Estep
Score: -31328742.000000 Penalty: 3999.771729
Iteration 304Q: 3 clusters Score -3.132874e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96849 members
Mstep: Class 2 contains 124388 members
Entering Unmasked Estep
Score: -31328822.000000 Penalty: 3999.771729
Iteration 305Q: 3 clusters Score -3.132882e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96826 members
Mstep: Class 2 contains 124411 members
Entering Unmasked Estep
Score: -31328876.000000 Penalty: 3999.771729
Iteration 306Q: 3 clusters Score -3.132888e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96813 members
Mstep: Class 2 contains 124424 members
Entering Unmasked Estep
Score: -31328884.000000 Penalty: 3999.771729
Iteration 307Q: 3 clusters Score -3.132888e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96800 members
Mstep: Class 2 contains 124437 members
Entering Unmasked Estep
Score: -31328912.000000 Penalty: 3999.771729
Iteration 308Q: 3 clusters Score -3.132891e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96789 members
Mstep: Class 2 contains 124448 members
Entering Unmasked Estep
Score: -31328958.000000 Penalty: 3999.771729
Iteration 309Q: 3 clusters Score -3.132896e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96787 members
Mstep: Class 2 contains 124450 members
Entering Unmasked Estep
Score: -31328972.000000 Penalty: 3999.771729
Iteration 310Q: 3 clusters Score -3.132897e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96782 members
Mstep: Class 2 contains 124455 members
Entering Unmasked Estep
Score: -31328970.000000 Penalty: 3999.771729
Iteration 311Q: 3 clusters Score -3.132897e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96774 members
Mstep: Class 2 contains 124463 members
Entering Unmasked Estep
Score: -31328988.000000 Penalty: 3999.771729
Iteration 312Q: 3 clusters Score -3.132899e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96767 members
Mstep: Class 2 contains 124470 members
Entering Unmasked Estep
Score: -31329004.000000 Penalty: 3999.771729
Iteration 313Q: 3 clusters Score -3.1329e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96757 members
Mstep: Class 2 contains 124480 members
Entering Unmasked Estep
Score: -31329030.000000 Penalty: 3999.771729
Iteration 314Q: 3 clusters Score -3.132903e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96740 members
Mstep: Class 2 contains 124497 members
Entering Unmasked Estep
Score: -31329014.000000 Penalty: 3999.771729
Iteration 315Q: 3 clusters Score -3.132901e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96722 members
Mstep: Class 2 contains 124515 members
Entering Unmasked Estep
Score: -31329022.000000 Penalty: 3999.771729
Iteration 316Q: 3 clusters Score -3.132902e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96712 members
Mstep: Class 2 contains 124525 members
Entering Unmasked Estep
Score: -31329010.000000 Penalty: 3999.771729
Iteration 317Q: 3 clusters Score -3.132901e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96686 members
Mstep: Class 2 contains 124551 members
Entering Unmasked Estep
Score: -31329048.000000 Penalty: 3999.771729
Iteration 318Q: 3 clusters Score -3.132905e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96670 members
Mstep: Class 2 contains 124567 members
Entering Unmasked Estep
Score: -31329008.000000 Penalty: 3999.771729
Iteration 319Q: 3 clusters Score -3.132901e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96665 members
Mstep: Class 2 contains 124572 members
Entering Unmasked Estep
Score: -31329044.000000 Penalty: 3999.771729
Iteration 320F: 3 clusters Score -3.132904e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96646 members
Mstep: Class 2 contains 124591 members
Entering Unmasked Estep
Score: -31329038.000000 Penalty: 3999.771729
Iteration 321Q: 3 clusters Score -3.132904e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96638 members
Mstep: Class 2 contains 124599 members
Entering Unmasked Estep
Score: -31329046.000000 Penalty: 3999.771729
Iteration 322Q: 3 clusters Score -3.132905e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96615 members
Mstep: Class 2 contains 124622 members
Entering Unmasked Estep
Score: -31329070.000000 Penalty: 3999.771729
Iteration 323Q: 3 clusters Score -3.132907e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96591 members
Mstep: Class 2 contains 124646 members
Entering Unmasked Estep
Score: -31329110.000000 Penalty: 3999.771729
Iteration 324Q: 3 clusters Score -3.132911e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96569 members
Mstep: Class 2 contains 124668 members
Entering Unmasked Estep
Score: -31329110.000000 Penalty: 3999.771729
Iteration 325Q: 3 clusters Score -3.132911e+07 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96515 members
Mstep: Class 2 contains 124722 members
Entering Unmasked Estep
Score: -31329162.000000 Penalty: 3999.771729
Iteration 326Q: 3 clusters Score -3.132916e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96507 members
Mstep: Class 2 contains 124730 members
Entering Unmasked Estep
Score: -31329190.000000 Penalty: 3999.771729
Iteration 327Q: 3 clusters Score -3.132919e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96485 members
Mstep: Class 2 contains 124752 members
Entering Unmasked Estep
Score: -31329204.000000 Penalty: 3999.771729
Iteration 328Q: 3 clusters Score -3.13292e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96455 members
Mstep: Class 2 contains 124782 members
Entering Unmasked Estep
Score: -31329238.000000 Penalty: 3999.771729
Iteration 329Q: 3 clusters Score -3.132924e+07 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96426 members
Mstep: Class 2 contains 124811 members
Entering Unmasked Estep
Score: -31329212.000000 Penalty: 3999.771729
Iteration 330Q: 3 clusters Score -3.132921e+07 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96405 members
Mstep: Class 2 contains 124832 members
Entering Unmasked Estep
Score: -31329228.000000 Penalty: 3999.771729
Iteration 331Q: 3 clusters Score -3.132923e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96399 members
Mstep: Class 2 contains 124838 members
Entering Unmasked Estep
Score: -31329206.000000 Penalty: 3999.771729
Iteration 332Q: 3 clusters Score -3.132921e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96393 members
Mstep: Class 2 contains 124844 members
Entering Unmasked Estep
Score: -31329204.000000 Penalty: 3999.771729
Iteration 333Q: 3 clusters Score -3.13292e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96405 members
Mstep: Class 2 contains 124832 members
Entering Unmasked Estep
Score: -31329260.000000 Penalty: 3999.771729
Iteration 334Q: 3 clusters Score -3.132926e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96408 members
Mstep: Class 2 contains 124829 members
Entering Unmasked Estep
Score: -31329246.000000 Penalty: 3999.771729
Iteration 335Q: 3 clusters Score -3.132925e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96413 members
Mstep: Class 2 contains 124824 members
Entering Unmasked Estep
Score: -31329226.000000 Penalty: 3999.771729
Iteration 336Q: 3 clusters Score -3.132923e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96423 members
Mstep: Class 2 contains 124814 members
Entering Unmasked Estep
Score: -31329234.000000 Penalty: 3999.771729
Iteration 337Q: 3 clusters Score -3.132923e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96419 members
Mstep: Class 2 contains 124818 members
Entering Unmasked Estep
Score: -31329210.000000 Penalty: 3999.771729
Iteration 338Q: 3 clusters Score -3.132921e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96422 members
Mstep: Class 2 contains 124815 members
Entering Unmasked Estep
Score: -31329180.000000 Penalty: 3999.771729
Iteration 339Q: 3 clusters Score -3.132918e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96425 members
Mstep: Class 2 contains 124812 members
Entering Unmasked Estep
Score: -31329246.000000 Penalty: 3999.771729
Iteration 340F: 3 clusters Score -3.132925e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96423 members
Mstep: Class 2 contains 124814 members
Entering Unmasked Estep
Score: -31329260.000000 Penalty: 3999.771729
Iteration 341Q: 3 clusters Score -3.132926e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96411 members
Mstep: Class 2 contains 124826 members
Entering Unmasked Estep
Score: -31329268.000000 Penalty: 3999.771729
Iteration 342Q: 3 clusters Score -3.132927e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96403 members
Mstep: Class 2 contains 124834 members
Entering Unmasked Estep
Score: -31329306.000000 Penalty: 3999.771729
Iteration 343Q: 3 clusters Score -3.132931e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96398 members
Mstep: Class 2 contains 124839 members
Entering Unmasked Estep
Score: -31329284.000000 Penalty: 3999.771729
Iteration 344Q: 3 clusters Score -3.132928e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96386 members
Mstep: Class 2 contains 124851 members
Entering Unmasked Estep
Score: -31329302.000000 Penalty: 3999.771729
Iteration 345Q: 3 clusters Score -3.13293e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96388 members
Mstep: Class 2 contains 124849 members
Entering Unmasked Estep
Score: -31329314.000000 Penalty: 3999.771729
Iteration 346Q: 3 clusters Score -3.132931e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96385 members
Mstep: Class 2 contains 124852 members
Entering Unmasked Estep
Score: -31329360.000000 Penalty: 3999.771729
Iteration 347Q: 3 clusters Score -3.132936e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96382 members
Mstep: Class 2 contains 124855 members
Entering Unmasked Estep
Score: -31329368.000000 Penalty: 3999.771729
Iteration 348Q: 3 clusters Score -3.132937e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96382 members
Mstep: Class 2 contains 124855 members
Entering Unmasked Estep
Score: -31329360.000000 Penalty: 3999.771729
Iteration 349Q: 3 clusters Score -3.132936e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96379 members
Mstep: Class 2 contains 124858 members
Entering Unmasked Estep
Score: -31329404.000000 Penalty: 3999.771729
Iteration 350Q: 3 clusters Score -3.13294e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96369 members
Mstep: Class 2 contains 124868 members
Entering Unmasked Estep
Score: -31329398.000000 Penalty: 3999.771729
Iteration 351Q: 3 clusters Score -3.13294e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96368 members
Mstep: Class 2 contains 124869 members
Entering Unmasked Estep
Score: -31329396.000000 Penalty: 3999.771729
Iteration 352Q: 3 clusters Score -3.13294e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96367 members
Mstep: Class 2 contains 124870 members
Entering Unmasked Estep
Score: -31329374.000000 Penalty: 3999.771729
Iteration 353Q: 3 clusters Score -3.132937e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96369 members
Mstep: Class 2 contains 124868 members
Entering Unmasked Estep
Score: -31329380.000000 Penalty: 3999.771729
Iteration 354Q: 3 clusters Score -3.132938e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96362 members
Mstep: Class 2 contains 124875 members
Entering Unmasked Estep
Score: -31329378.000000 Penalty: 3999.771729
Iteration 355Q: 3 clusters Score -3.132938e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96362 members
Mstep: Class 2 contains 124875 members
Entering Unmasked Estep
Score: -31329376.000000 Penalty: 3999.771729
Iteration 356Q: 3 clusters Score -3.132938e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96351 members
Mstep: Class 2 contains 124886 members
Entering Unmasked Estep
Score: -31329416.000000 Penalty: 3999.771729
Iteration 357Q: 3 clusters Score -3.132942e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96344 members
Mstep: Class 2 contains 124893 members
Entering Unmasked Estep
Score: -31329428.000000 Penalty: 3999.771729
Iteration 358Q: 3 clusters Score -3.132943e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96345 members
Mstep: Class 2 contains 124892 members
Entering Unmasked Estep
Score: -31329412.000000 Penalty: 3999.771729
Iteration 359Q: 3 clusters Score -3.132941e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96332 members
Mstep: Class 2 contains 124905 members
Entering Unmasked Estep
Score: -31329438.000000 Penalty: 3999.771729
Iteration 360F: 3 clusters Score -3.132944e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96322 members
Mstep: Class 2 contains 124915 members
Entering Unmasked Estep
Score: -31329408.000000 Penalty: 3999.771729
Iteration 361Q: 3 clusters Score -3.132941e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96323 members
Mstep: Class 2 contains 124914 members
Entering Unmasked Estep
Score: -31329388.000000 Penalty: 3999.771729
Iteration 362Q: 3 clusters Score -3.132939e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96312 members
Mstep: Class 2 contains 124925 members
Entering Unmasked Estep
Score: -31329412.000000 Penalty: 3999.771729
Iteration 363Q: 3 clusters Score -3.132941e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96301 members
Mstep: Class 2 contains 124936 members
Entering Unmasked Estep
Score: -31329464.000000 Penalty: 3999.771729
Iteration 364Q: 3 clusters Score -3.132946e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96304 members
Mstep: Class 2 contains 124933 members
Entering Unmasked Estep
Score: -31329436.000000 Penalty: 3999.771729
Iteration 365Q: 3 clusters Score -3.132944e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96305 members
Mstep: Class 2 contains 124932 members
Entering Unmasked Estep
Score: -31329466.000000 Penalty: 3999.771729
Iteration 366Q: 3 clusters Score -3.132947e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96298 members
Mstep: Class 2 contains 124939 members
Entering Unmasked Estep
Score: -31329458.000000 Penalty: 3999.771729
Iteration 367Q: 3 clusters Score -3.132946e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96296 members
Mstep: Class 2 contains 124941 members
Entering Unmasked Estep
Score: -31329480.000000 Penalty: 3999.771729
Iteration 368Q: 3 clusters Score -3.132948e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96294 members
Mstep: Class 2 contains 124943 members
Entering Unmasked Estep
Score: -31329490.000000 Penalty: 3999.771729
Iteration 369Q: 3 clusters Score -3.132949e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96292 members
Mstep: Class 2 contains 124945 members
Entering Unmasked Estep
Score: -31329504.000000 Penalty: 3999.771729
Iteration 370Q: 3 clusters Score -3.13295e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96289 members
Mstep: Class 2 contains 124948 members
Entering Unmasked Estep
Score: -31329488.000000 Penalty: 3999.771729
Iteration 371Q: 3 clusters Score -3.132949e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96287 members
Mstep: Class 2 contains 124950 members
Entering Unmasked Estep
Score: -31329492.000000 Penalty: 3999.771729
Iteration 372Q: 3 clusters Score -3.132949e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96283 members
Mstep: Class 2 contains 124954 members
Entering Unmasked Estep
Score: -31329494.000000 Penalty: 3999.771729
Iteration 373Q: 3 clusters Score -3.132949e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96278 members
Mstep: Class 2 contains 124959 members
Entering Unmasked Estep
Score: -31329502.000000 Penalty: 3999.771729
Iteration 374Q: 3 clusters Score -3.13295e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96276 members
Mstep: Class 2 contains 124961 members
Entering Unmasked Estep
Score: -31329514.000000 Penalty: 3999.771729
Iteration 375Q: 3 clusters Score -3.132951e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96276 members
Mstep: Class 2 contains 124961 members
Entering Unmasked Estep
Score: -31329508.000000 Penalty: 3999.771729
Iteration 376Q: 3 clusters Score -3.132951e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96282 members
Mstep: Class 2 contains 124955 members
Entering Unmasked Estep
Score: -31329528.000000 Penalty: 3999.771729
Iteration 377Q: 3 clusters Score -3.132953e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96286 members
Mstep: Class 2 contains 124951 members
Entering Unmasked Estep
Score: -31329524.000000 Penalty: 3999.771729
Iteration 378Q: 3 clusters Score -3.132952e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96288 members
Mstep: Class 2 contains 124949 members
Entering Unmasked Estep
Score: -31329506.000000 Penalty: 3999.771729
Iteration 379Q: 3 clusters Score -3.132951e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96292 members
Mstep: Class 2 contains 124945 members
Entering Unmasked Estep
Score: -31329512.000000 Penalty: 3999.771729
Iteration 380F: 3 clusters Score -3.132951e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96286 members
Mstep: Class 2 contains 124951 members
Entering Unmasked Estep
Score: -31329518.000000 Penalty: 3999.771729
Iteration 381Q: 3 clusters Score -3.132952e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96284 members
Mstep: Class 2 contains 124953 members
Entering Unmasked Estep
Score: -31329526.000000 Penalty: 3999.771729
Iteration 382Q: 3 clusters Score -3.132953e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96279 members
Mstep: Class 2 contains 124958 members
Entering Unmasked Estep
Score: -31329542.000000 Penalty: 3999.771729
Iteration 383Q: 3 clusters Score -3.132954e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96275 members
Mstep: Class 2 contains 124962 members
Entering Unmasked Estep
Score: -31329524.000000 Penalty: 3999.771729
Iteration 384Q: 3 clusters Score -3.132952e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96274 members
Mstep: Class 2 contains 124963 members
Entering Unmasked Estep
Score: -31329518.000000 Penalty: 3999.771729
Iteration 385Q: 3 clusters Score -3.132952e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96273 members
Mstep: Class 2 contains 124964 members
Entering Unmasked Estep
Score: -31329510.000000 Penalty: 3999.771729
Iteration 386Q: 3 clusters Score -3.132951e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96272 members
Mstep: Class 2 contains 124965 members
Entering Unmasked Estep
Score: -31329504.000000 Penalty: 3999.771729
Iteration 387Q: 3 clusters Score -3.13295e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96275 members
Mstep: Class 2 contains 124962 members
Entering Unmasked Estep
Score: -31329500.000000 Penalty: 3999.771729
Iteration 388Q: 3 clusters Score -3.13295e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96275 members
Mstep: Class 2 contains 124962 members
Entering Unmasked Estep
Score: -31329500.000000 Penalty: 3999.771729
Iteration 389Q: 3 clusters Score -3.13295e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96277 members
Mstep: Class 2 contains 124960 members
Entering Unmasked Estep
Score: -31329518.000000 Penalty: 3999.771729
Iteration 390Q: 3 clusters Score -3.132952e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96278 members
Mstep: Class 2 contains 124959 members
Entering Unmasked Estep
Score: -31329516.000000 Penalty: 3999.771729
Iteration 391Q: 3 clusters Score -3.132952e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96281 members
Mstep: Class 2 contains 124956 members
Entering Unmasked Estep
Score: -31329490.000000 Penalty: 3999.771729
Iteration 392Q: 3 clusters Score -3.132949e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96282 members
Mstep: Class 2 contains 124955 members
Entering Unmasked Estep
Score: -31329508.000000 Penalty: 3999.771729
Iteration 393Q: 3 clusters Score -3.132951e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96283 members
Mstep: Class 2 contains 124954 members
Entering Unmasked Estep
Score: -31329512.000000 Penalty: 3999.771729
Iteration 394Q: 3 clusters Score -3.132951e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96281 members
Mstep: Class 2 contains 124956 members
Entering Unmasked Estep
Score: -31329490.000000 Penalty: 3999.771729
Iteration 395Q: 3 clusters Score -3.132949e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96281 members
Mstep: Class 2 contains 124956 members
Entering Unmasked Estep
Score: -31329502.000000 Penalty: 3999.771729
Iteration 396Q: 3 clusters Score -3.13295e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96282 members
Mstep: Class 2 contains 124955 members
Entering Unmasked Estep
Score: -31329508.000000 Penalty: 3999.771729
Iteration 397Q: 3 clusters Score -3.132951e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96283 members
Mstep: Class 2 contains 124954 members
Entering Unmasked Estep
Score: -31329508.000000 Penalty: 3999.771729
Iteration 398Q: 3 clusters Score -3.132951e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96284 members
Mstep: Class 2 contains 124953 members
Entering Unmasked Estep
Score: -31329520.000000 Penalty: 3999.771729
Iteration 399Q: 3 clusters Score -3.132952e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96283 members
Mstep: Class 2 contains 124954 members
Entering Unmasked Estep
Score: -31329510.000000 Penalty: 3999.771729
Iteration 400F: 3 clusters Score -3.132951e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 247992 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Mstep: Class 30 contains 124954 members
Entering Unmasked Estep
Score: -542728192.000000 Penalty: 74150.593750
Splitting cluster 12 changes total score from -539937536.000000 to -542728192.000000
So it's getting split into cluster 30.
Entering ConstructFrom:
Trying to split cluster 13 (247992 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 247992 members
Entering Unmasked Estep
Score: -35280960.000000 Penalty: 2018.437256
Iteration 0F: 2 clusters Score -3.528096e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124556 members
Mstep: Class 2 contains 123436 members
Entering Unmasked Estep
Score: -35336464.000000 Penalty: 4036.874512
Iteration 0F: 3 clusters Score -3.533646e+07 nChanged 121576
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127800 members
Mstep: Class 2 contains 120192 members
Entering Unmasked Estep
Score: -35411456.000000 Penalty: 4036.874512
Iteration 1F: 3 clusters Score -3.541146e+07 nChanged 16333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128713 members
Mstep: Class 2 contains 119279 members
Entering Unmasked Estep
Score: -35417148.000000 Penalty: 4036.874512
Iteration 2F: 3 clusters Score -3.541715e+07 nChanged 15403
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128410 members
Mstep: Class 2 contains 119582 members
Entering Unmasked Estep
Score: -35424308.000000 Penalty: 4036.874512
Iteration 3F: 3 clusters Score -3.542431e+07 nChanged 16834
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128052 members
Mstep: Class 2 contains 119940 members
Entering Unmasked Estep
Score: -35434104.000000 Penalty: 4036.874512
Iteration 4F: 3 clusters Score -3.54341e+07 nChanged 16876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127708 members
Mstep: Class 2 contains 120284 members
Entering Unmasked Estep
Score: -35442144.000000 Penalty: 4036.874512
Iteration 5F: 3 clusters Score -3.544214e+07 nChanged 13363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127617 members
Mstep: Class 2 contains 120375 members
Entering Unmasked Estep
Score: -35445488.000000 Penalty: 4036.874512
Iteration 6F: 3 clusters Score -3.544549e+07 nChanged 7958
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127281 members
Mstep: Class 2 contains 120711 members
Entering Unmasked Estep
Score: -35446936.000000 Penalty: 4036.874512
Iteration 7Q: 3 clusters Score -3.544694e+07 nChanged 4240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126739 members
Mstep: Class 2 contains 121253 members
Entering Unmasked Estep
Score: -35448036.000000 Penalty: 4036.874512
Iteration 8Q: 3 clusters Score -3.544804e+07 nChanged 2587
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126046 members
Mstep: Class 2 contains 121946 members
Entering Unmasked Estep
Score: -35449068.000000 Penalty: 4036.874512
Iteration 9Q: 3 clusters Score -3.544907e+07 nChanged 2225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125321 members
Mstep: Class 2 contains 122671 members
Entering Unmasked Estep
Score: -35450368.000000 Penalty: 4036.874512
Iteration 10Q: 3 clusters Score -3.545037e+07 nChanged 2282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124449 members
Mstep: Class 2 contains 123543 members
Entering Unmasked Estep
Score: -35452488.000000 Penalty: 4036.874512
Iteration 11Q: 3 clusters Score -3.545249e+07 nChanged 2497
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123450 members
Mstep: Class 2 contains 124542 members
Entering Unmasked Estep
Score: -35453804.000000 Penalty: 4036.874512
Iteration 12Q: 3 clusters Score -3.54538e+07 nChanged 2774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122354 members
Mstep: Class 2 contains 125638 members
Entering Unmasked Estep
Score: -35454540.000000 Penalty: 4036.874512
Iteration 13Q: 3 clusters Score -3.545454e+07 nChanged 3204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121032 members
Mstep: Class 2 contains 126960 members
Entering Unmasked Estep
Score: -35455316.000000 Penalty: 4036.874512
Iteration 14Q: 3 clusters Score -3.545532e+07 nChanged 3764
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119452 members
Mstep: Class 2 contains 128540 members
Entering Unmasked Estep
Score: -35456048.000000 Penalty: 4036.874512
Iteration 15Q: 3 clusters Score -3.545605e+07 nChanged 4562
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117878 members
Mstep: Class 2 contains 130114 members
Entering Unmasked Estep
Score: -35455248.000000 Penalty: 4036.874512
Iteration 16Q: 3 clusters Score -3.545525e+07 nChanged 5319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116843 members
Mstep: Class 2 contains 131149 members
Entering Unmasked Estep
Score: -35455144.000000 Penalty: 4036.874512
Iteration 17Q: 3 clusters Score -3.545514e+07 nChanged 5656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116067 members
Mstep: Class 2 contains 131925 members
Entering Unmasked Estep
Score: -35454628.000000 Penalty: 4036.874512
Iteration 18Q: 3 clusters Score -3.545463e+07 nChanged 5717
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115840 members
Mstep: Class 2 contains 132152 members
Entering Unmasked Estep
Score: -35454000.000000 Penalty: 4036.874512
Iteration 19Q: 3 clusters Score -3.5454e+07 nChanged 4929
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115965 members
Mstep: Class 2 contains 132027 members
Entering Unmasked Estep
Score: -35453692.000000 Penalty: 4036.874512
Iteration 20F: 3 clusters Score -3.545369e+07 nChanged 4389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116084 members
Mstep: Class 2 contains 131908 members
Entering Unmasked Estep
Score: -35453440.000000 Penalty: 4036.874512
Iteration 21Q: 3 clusters Score -3.545344e+07 nChanged 3755
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116105 members
Mstep: Class 2 contains 131887 members
Entering Unmasked Estep
Score: -35453268.000000 Penalty: 4036.874512
Iteration 22Q: 3 clusters Score -3.545327e+07 nChanged 3366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116039 members
Mstep: Class 2 contains 131953 members
Entering Unmasked Estep
Score: -35452432.000000 Penalty: 4036.874512
Iteration 23Q: 3 clusters Score -3.545243e+07 nChanged 3111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115962 members
Mstep: Class 2 contains 132030 members
Entering Unmasked Estep
Score: -35451684.000000 Penalty: 4036.874512
Iteration 24Q: 3 clusters Score -3.545168e+07 nChanged 2928
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115886 members
Mstep: Class 2 contains 132106 members
Entering Unmasked Estep
Score: -35450804.000000 Penalty: 4036.874512
Iteration 25Q: 3 clusters Score -3.54508e+07 nChanged 2746
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115852 members
Mstep: Class 2 contains 132140 members
Entering Unmasked Estep
Score: -35450308.000000 Penalty: 4036.874512
Iteration 26Q: 3 clusters Score -3.545031e+07 nChanged 2512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115772 members
Mstep: Class 2 contains 132220 members
Entering Unmasked Estep
Score: -35449736.000000 Penalty: 4036.874512
Iteration 27Q: 3 clusters Score -3.544974e+07 nChanged 2378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115712 members
Mstep: Class 2 contains 132280 members
Entering Unmasked Estep
Score: -35449208.000000 Penalty: 4036.874512
Iteration 28Q: 3 clusters Score -3.544921e+07 nChanged 2319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115693 members
Mstep: Class 2 contains 132299 members
Entering Unmasked Estep
Score: -35448884.000000 Penalty: 4036.874512
Iteration 29Q: 3 clusters Score -3.544888e+07 nChanged 2201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115704 members
Mstep: Class 2 contains 132288 members
Entering Unmasked Estep
Score: -35448684.000000 Penalty: 4036.874512
Iteration 30Q: 3 clusters Score -3.544868e+07 nChanged 2044
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115632 members
Mstep: Class 2 contains 132360 members
Entering Unmasked Estep
Score: -35447960.000000 Penalty: 4036.874512
Iteration 31Q: 3 clusters Score -3.544796e+07 nChanged 1804
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115568 members
Mstep: Class 2 contains 132424 members
Entering Unmasked Estep
Score: -35447596.000000 Penalty: 4036.874512
Iteration 32Q: 3 clusters Score -3.54476e+07 nChanged 1761
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115441 members
Mstep: Class 2 contains 132551 members
Entering Unmasked Estep
Score: -35447088.000000 Penalty: 4036.874512
Iteration 33Q: 3 clusters Score -3.544709e+07 nChanged 1747
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115382 members
Mstep: Class 2 contains 132610 members
Entering Unmasked Estep
Score: -35446576.000000 Penalty: 4036.874512
Iteration 34Q: 3 clusters Score -3.544658e+07 nChanged 1655
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115319 members
Mstep: Class 2 contains 132673 members
Entering Unmasked Estep
Score: -35446184.000000 Penalty: 4036.874512
Iteration 35Q: 3 clusters Score -3.544618e+07 nChanged 1542
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115125 members
Mstep: Class 2 contains 132867 members
Entering Unmasked Estep
Score: -35445448.000000 Penalty: 4036.874512
Iteration 36Q: 3 clusters Score -3.544545e+07 nChanged 1465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114894 members
Mstep: Class 2 contains 133098 members
Entering Unmasked Estep
Score: -35444780.000000 Penalty: 4036.874512
Iteration 37Q: 3 clusters Score -3.544478e+07 nChanged 1435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114681 members
Mstep: Class 2 contains 133311 members
Entering Unmasked Estep
Score: -35443812.000000 Penalty: 4036.874512
Iteration 38Q: 3 clusters Score -3.544381e+07 nChanged 1466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114493 members
Mstep: Class 2 contains 133499 members
Entering Unmasked Estep
Score: -35442876.000000 Penalty: 4036.874512
Iteration 39Q: 3 clusters Score -3.544288e+07 nChanged 1330
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114279 members
Mstep: Class 2 contains 133713 members
Entering Unmasked Estep
Score: -35441972.000000 Penalty: 4036.874512
Iteration 40F: 3 clusters Score -3.544197e+07 nChanged 1318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114077 members
Mstep: Class 2 contains 133915 members
Entering Unmasked Estep
Score: -35440988.000000 Penalty: 4036.874512
Iteration 41Q: 3 clusters Score -3.544099e+07 nChanged 1257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113984 members
Mstep: Class 2 contains 134008 members
Entering Unmasked Estep
Score: -35440576.000000 Penalty: 4036.874512
Iteration 42Q: 3 clusters Score -3.544058e+07 nChanged 1177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113891 members
Mstep: Class 2 contains 134101 members
Entering Unmasked Estep
Score: -35440148.000000 Penalty: 4036.874512
Iteration 43Q: 3 clusters Score -3.544015e+07 nChanged 1181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113778 members
Mstep: Class 2 contains 134214 members
Entering Unmasked Estep
Score: -35439584.000000 Penalty: 4036.874512
Iteration 44Q: 3 clusters Score -3.543958e+07 nChanged 1185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113661 members
Mstep: Class 2 contains 134331 members
Entering Unmasked Estep
Score: -35438784.000000 Penalty: 4036.874512
Iteration 45Q: 3 clusters Score -3.543878e+07 nChanged 1083
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113428 members
Mstep: Class 2 contains 134564 members
Entering Unmasked Estep
Score: -35437712.000000 Penalty: 4036.874512
Iteration 46Q: 3 clusters Score -3.543771e+07 nChanged 1027
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113199 members
Mstep: Class 2 contains 134793 members
Entering Unmasked Estep
Score: -35436788.000000 Penalty: 4036.874512
Iteration 47Q: 3 clusters Score -3.543679e+07 nChanged 954
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112995 members
Mstep: Class 2 contains 134997 members
Entering Unmasked Estep
Score: -35436004.000000 Penalty: 4036.874512
Iteration 48Q: 3 clusters Score -3.5436e+07 nChanged 925
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112830 members
Mstep: Class 2 contains 135162 members
Entering Unmasked Estep
Score: -35435160.000000 Penalty: 4036.874512
Iteration 49Q: 3 clusters Score -3.543516e+07 nChanged 854
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112676 members
Mstep: Class 2 contains 135316 members
Entering Unmasked Estep
Score: -35434624.000000 Penalty: 4036.874512
Iteration 50Q: 3 clusters Score -3.543462e+07 nChanged 795
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112581 members
Mstep: Class 2 contains 135411 members
Entering Unmasked Estep
Score: -35434180.000000 Penalty: 4036.874512
Iteration 51Q: 3 clusters Score -3.543418e+07 nChanged 701
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112508 members
Mstep: Class 2 contains 135484 members
Entering Unmasked Estep
Score: -35434004.000000 Penalty: 4036.874512
Iteration 52Q: 3 clusters Score -3.5434e+07 nChanged 640
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112478 members
Mstep: Class 2 contains 135514 members
Entering Unmasked Estep
Score: -35433704.000000 Penalty: 4036.874512
Iteration 53Q: 3 clusters Score -3.54337e+07 nChanged 617
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112447 members
Mstep: Class 2 contains 135545 members
Entering Unmasked Estep
Score: -35433512.000000 Penalty: 4036.874512
Iteration 54Q: 3 clusters Score -3.543351e+07 nChanged 621
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112382 members
Mstep: Class 2 contains 135610 members
Entering Unmasked Estep
Score: -35433000.000000 Penalty: 4036.874512
Iteration 55Q: 3 clusters Score -3.5433e+07 nChanged 608
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112332 members
Mstep: Class 2 contains 135660 members
Entering Unmasked Estep
Score: -35432708.000000 Penalty: 4036.874512
Iteration 56Q: 3 clusters Score -3.543271e+07 nChanged 566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112300 members
Mstep: Class 2 contains 135692 members
Entering Unmasked Estep
Score: -35432504.000000 Penalty: 4036.874512
Iteration 57Q: 3 clusters Score -3.54325e+07 nChanged 556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112226 members
Mstep: Class 2 contains 135766 members
Entering Unmasked Estep
Score: -35432112.000000 Penalty: 4036.874512
Iteration 58Q: 3 clusters Score -3.543211e+07 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112174 members
Mstep: Class 2 contains 135818 members
Entering Unmasked Estep
Score: -35431860.000000 Penalty: 4036.874512
Iteration 59Q: 3 clusters Score -3.543186e+07 nChanged 531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112085 members
Mstep: Class 2 contains 135907 members
Entering Unmasked Estep
Score: -35431536.000000 Penalty: 4036.874512
Iteration 60F: 3 clusters Score -3.543154e+07 nChanged 523
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112002 members
Mstep: Class 2 contains 135990 members
Entering Unmasked Estep
Score: -35431064.000000 Penalty: 4036.874512
Iteration 61Q: 3 clusters Score -3.543106e+07 nChanged 510
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111934 members
Mstep: Class 2 contains 136058 members
Entering Unmasked Estep
Score: -35430600.000000 Penalty: 4036.874512
Iteration 62Q: 3 clusters Score -3.54306e+07 nChanged 518
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111848 members
Mstep: Class 2 contains 136144 members
Entering Unmasked Estep
Score: -35430276.000000 Penalty: 4036.874512
Iteration 63Q: 3 clusters Score -3.543028e+07 nChanged 503
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111729 members
Mstep: Class 2 contains 136263 members
Entering Unmasked Estep
Score: -35429776.000000 Penalty: 4036.874512
Iteration 64Q: 3 clusters Score -3.542978e+07 nChanged 490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111635 members
Mstep: Class 2 contains 136357 members
Entering Unmasked Estep
Score: -35429436.000000 Penalty: 4036.874512
Iteration 65Q: 3 clusters Score -3.542944e+07 nChanged 495
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111580 members
Mstep: Class 2 contains 136412 members
Entering Unmasked Estep
Score: -35429240.000000 Penalty: 4036.874512
Iteration 66Q: 3 clusters Score -3.542924e+07 nChanged 493
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111525 members
Mstep: Class 2 contains 136467 members
Entering Unmasked Estep
Score: -35429084.000000 Penalty: 4036.874512
Iteration 67Q: 3 clusters Score -3.542908e+07 nChanged 530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111443 members
Mstep: Class 2 contains 136549 members
Entering Unmasked Estep
Score: -35428780.000000 Penalty: 4036.874512
Iteration 68Q: 3 clusters Score -3.542878e+07 nChanged 543
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111396 members
Mstep: Class 2 contains 136596 members
Entering Unmasked Estep
Score: -35428448.000000 Penalty: 4036.874512
Iteration 69Q: 3 clusters Score -3.542845e+07 nChanged 558
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111338 members
Mstep: Class 2 contains 136654 members
Entering Unmasked Estep
Score: -35428048.000000 Penalty: 4036.874512
Iteration 70Q: 3 clusters Score -3.542805e+07 nChanged 591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111257 members
Mstep: Class 2 contains 136735 members
Entering Unmasked Estep
Score: -35427608.000000 Penalty: 4036.874512
Iteration 71Q: 3 clusters Score -3.542761e+07 nChanged 629
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111210 members
Mstep: Class 2 contains 136782 members
Entering Unmasked Estep
Score: -35427252.000000 Penalty: 4036.874512
Iteration 72Q: 3 clusters Score -3.542725e+07 nChanged 677
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111151 members
Mstep: Class 2 contains 136841 members
Entering Unmasked Estep
Score: -35426704.000000 Penalty: 4036.874512
Iteration 73Q: 3 clusters Score -3.54267e+07 nChanged 697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111084 members
Mstep: Class 2 contains 136908 members
Entering Unmasked Estep
Score: -35426248.000000 Penalty: 4036.874512
Iteration 74Q: 3 clusters Score -3.542625e+07 nChanged 706
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111038 members
Mstep: Class 2 contains 136954 members
Entering Unmasked Estep
Score: -35425788.000000 Penalty: 4036.874512
Iteration 75Q: 3 clusters Score -3.542579e+07 nChanged 730
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111002 members
Mstep: Class 2 contains 136990 members
Entering Unmasked Estep
Score: -35425392.000000 Penalty: 4036.874512
Iteration 76Q: 3 clusters Score -3.542539e+07 nChanged 757
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110949 members
Mstep: Class 2 contains 137043 members
Entering Unmasked Estep
Score: -35425104.000000 Penalty: 4036.874512
Iteration 77Q: 3 clusters Score -3.54251e+07 nChanged 866
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110865 members
Mstep: Class 2 contains 137127 members
Entering Unmasked Estep
Score: -35424424.000000 Penalty: 4036.874512
Iteration 78Q: 3 clusters Score -3.542442e+07 nChanged 914
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110721 members
Mstep: Class 2 contains 137271 members
Entering Unmasked Estep
Score: -35423624.000000 Penalty: 4036.874512
Iteration 79Q: 3 clusters Score -3.542362e+07 nChanged 995
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110614 members
Mstep: Class 2 contains 137378 members
Entering Unmasked Estep
Score: -35422820.000000 Penalty: 4036.874512
Iteration 80F: 3 clusters Score -3.542282e+07 nChanged 1101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110511 members
Mstep: Class 2 contains 137481 members
Entering Unmasked Estep
Score: -35421872.000000 Penalty: 4036.874512
Iteration 81Q: 3 clusters Score -3.542187e+07 nChanged 1268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110367 members
Mstep: Class 2 contains 137625 members
Entering Unmasked Estep
Score: -35420732.000000 Penalty: 4036.874512
Iteration 82Q: 3 clusters Score -3.542073e+07 nChanged 1405
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110266 members
Mstep: Class 2 contains 137726 members
Entering Unmasked Estep
Score: -35419956.000000 Penalty: 4036.874512
Iteration 83Q: 3 clusters Score -3.541996e+07 nChanged 1581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110101 members
Mstep: Class 2 contains 137891 members
Entering Unmasked Estep
Score: -35418724.000000 Penalty: 4036.874512
Iteration 84Q: 3 clusters Score -3.541872e+07 nChanged 1845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109908 members
Mstep: Class 2 contains 138084 members
Entering Unmasked Estep
Score: -35417404.000000 Penalty: 4036.874512
Iteration 85Q: 3 clusters Score -3.54174e+07 nChanged 2082
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109662 members
Mstep: Class 2 contains 138330 members
Entering Unmasked Estep
Score: -35415900.000000 Penalty: 4036.874512
Iteration 86Q: 3 clusters Score -3.54159e+07 nChanged 2465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109481 members
Mstep: Class 2 contains 138511 members
Entering Unmasked Estep
Score: -35414464.000000 Penalty: 4036.874512
Iteration 87Q: 3 clusters Score -3.541446e+07 nChanged 2859
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109366 members
Mstep: Class 2 contains 138626 members
Entering Unmasked Estep
Score: -35413104.000000 Penalty: 4036.874512
Iteration 88Q: 3 clusters Score -3.54131e+07 nChanged 3433
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109215 members
Mstep: Class 2 contains 138777 members
Entering Unmasked Estep
Score: -35411616.000000 Penalty: 4036.874512
Iteration 89Q: 3 clusters Score -3.541162e+07 nChanged 4088
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109059 members
Mstep: Class 2 contains 138933 members
Entering Unmasked Estep
Score: -35410136.000000 Penalty: 4036.874512
Iteration 90Q: 3 clusters Score -3.541014e+07 nChanged 5043
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109048 members
Mstep: Class 2 contains 138944 members
Entering Unmasked Estep
Score: -35409688.000000 Penalty: 4036.874512
Iteration 91Q: 3 clusters Score -3.540969e+07 nChanged 6511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109263 members
Mstep: Class 2 contains 138729 members
Entering Unmasked Estep
Score: -35410972.000000 Penalty: 4036.874512
Iteration 92Q: 3 clusters Score -3.541097e+07 nChanged 8712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110283 members
Mstep: Class 2 contains 137709 members
Entering Unmasked Estep
Score: -35417684.000000 Penalty: 4036.874512
Iteration 93Q: 3 clusters Score -3.541768e+07 nChanged 11646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112471 members
Mstep: Class 2 contains 135521 members
Entering Unmasked Estep
Score: -35435580.000000 Penalty: 4036.874512
Iteration 94Q: 3 clusters Score -3.543558e+07 nChanged 14601
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116106 members
Mstep: Class 2 contains 131886 members
Entering Unmasked Estep
Score: -35473960.000000 Penalty: 4036.874512
Iteration 95F: 3 clusters Score -3.547396e+07 nChanged 13643
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121155 members
Mstep: Class 2 contains 126837 members
Entering Unmasked Estep
Score: -35514648.000000 Penalty: 4036.874512
Iteration 96F: 3 clusters Score -3.551465e+07 nChanged 7392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125475 members
Mstep: Class 2 contains 122517 members
Entering Unmasked Estep
Score: -35534300.000000 Penalty: 4036.874512
Iteration 97Q: 3 clusters Score -3.55343e+07 nChanged 2331
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127512 members
Mstep: Class 2 contains 120480 members
Entering Unmasked Estep
Score: -35536440.000000 Penalty: 4036.874512
Iteration 98Q: 3 clusters Score -3.553644e+07 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128052 members
Mstep: Class 2 contains 119940 members
Entering Unmasked Estep
Score: -35536332.000000 Penalty: 4036.874512
Iteration 99Q: 3 clusters Score -3.553633e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128178 members
Mstep: Class 2 contains 119814 members
Entering Unmasked Estep
Score: -35536232.000000 Penalty: 4036.874512
Iteration 100F: 3 clusters Score -3.553623e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128197 members
Mstep: Class 2 contains 119795 members
Entering Unmasked Estep
Score: -35536216.000000 Penalty: 4036.874512
Iteration 101Q: 3 clusters Score -3.553622e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128202 members
Mstep: Class 2 contains 119790 members
Entering Unmasked Estep
Score: -35536232.000000 Penalty: 4036.874512
Iteration 102Q: 3 clusters Score -3.553623e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128202 members
Mstep: Class 2 contains 119790 members
Entering Unmasked Estep
Score: -35536232.000000 Penalty: 4036.874512
Iteration 103F: 3 clusters Score -3.553623e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 128202 members
Mstep: Class 14 contains 249122 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Mstep: Class 30 contains 124954 members
Mstep: Class 31 contains 119790 members
Entering Unmasked Estep
Score: -543168192.000000 Penalty: 76622.281250
Splitting cluster 13 changes total score from -539937536.000000 to -543168192.000000
So it's getting split into cluster 31.
Entering ConstructFrom:
Trying to split cluster 14 (249122 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 249122 members
Entering Unmasked Estep
Score: -35571492.000000 Penalty: 2019.176025
Iteration 0F: 2 clusters Score -3.557149e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124679 members
Mstep: Class 2 contains 124443 members
Entering Unmasked Estep
Score: -35600248.000000 Penalty: 4038.352051
Iteration 0F: 3 clusters Score -3.560025e+07 nChanged 121729
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118568 members
Mstep: Class 2 contains 130554 members
Entering Unmasked Estep
Score: -35674728.000000 Penalty: 4038.352051
Iteration 1F: 3 clusters Score -3.567473e+07 nChanged 27396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119920 members
Mstep: Class 2 contains 129202 members
Entering Unmasked Estep
Score: -35676296.000000 Penalty: 4038.352051
Iteration 2F: 3 clusters Score -3.56763e+07 nChanged 9674
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119130 members
Mstep: Class 2 contains 129992 members
Entering Unmasked Estep
Score: -35678804.000000 Penalty: 4038.352051
Iteration 3Q: 3 clusters Score -3.56788e+07 nChanged 9988
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118360 members
Mstep: Class 2 contains 130762 members
Entering Unmasked Estep
Score: -35682848.000000 Penalty: 4038.352051
Iteration 4Q: 3 clusters Score -3.568285e+07 nChanged 10928
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117930 members
Mstep: Class 2 contains 131192 members
Entering Unmasked Estep
Score: -35686660.000000 Penalty: 4038.352051
Iteration 5Q: 3 clusters Score -3.568666e+07 nChanged 12107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117525 members
Mstep: Class 2 contains 131597 members
Entering Unmasked Estep
Score: -35692392.000000 Penalty: 4038.352051
Iteration 6Q: 3 clusters Score -3.569239e+07 nChanged 13481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117252 members
Mstep: Class 2 contains 131870 members
Entering Unmasked Estep
Score: -35699788.000000 Penalty: 4038.352051
Iteration 7F: 3 clusters Score -3.569979e+07 nChanged 14546
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116772 members
Mstep: Class 2 contains 132350 members
Entering Unmasked Estep
Score: -35708748.000000 Penalty: 4038.352051
Iteration 8F: 3 clusters Score -3.570875e+07 nChanged 14552
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116946 members
Mstep: Class 2 contains 132176 members
Entering Unmasked Estep
Score: -35717324.000000 Penalty: 4038.352051
Iteration 9F: 3 clusters Score -3.571732e+07 nChanged 12621
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116901 members
Mstep: Class 2 contains 132221 members
Entering Unmasked Estep
Score: -35722828.000000 Penalty: 4038.352051
Iteration 10F: 3 clusters Score -3.572283e+07 nChanged 8790
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117213 members
Mstep: Class 2 contains 131909 members
Entering Unmasked Estep
Score: -35724796.000000 Penalty: 4038.352051
Iteration 11Q: 3 clusters Score -3.57248e+07 nChanged 5283
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117448 members
Mstep: Class 2 contains 131674 members
Entering Unmasked Estep
Score: -35725272.000000 Penalty: 4038.352051
Iteration 12Q: 3 clusters Score -3.572527e+07 nChanged 3198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117740 members
Mstep: Class 2 contains 131382 members
Entering Unmasked Estep
Score: -35725320.000000 Penalty: 4038.352051
Iteration 13Q: 3 clusters Score -3.572532e+07 nChanged 2291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117927 members
Mstep: Class 2 contains 131195 members
Entering Unmasked Estep
Score: -35725284.000000 Penalty: 4038.352051
Iteration 14Q: 3 clusters Score -3.572528e+07 nChanged 1917
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118042 members
Mstep: Class 2 contains 131080 members
Entering Unmasked Estep
Score: -35725376.000000 Penalty: 4038.352051
Iteration 15Q: 3 clusters Score -3.572538e+07 nChanged 1756
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118068 members
Mstep: Class 2 contains 131054 members
Entering Unmasked Estep
Score: -35725224.000000 Penalty: 4038.352051
Iteration 16Q: 3 clusters Score -3.572522e+07 nChanged 1652
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118094 members
Mstep: Class 2 contains 131028 members
Entering Unmasked Estep
Score: -35725160.000000 Penalty: 4038.352051
Iteration 17Q: 3 clusters Score -3.572516e+07 nChanged 1572
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118168 members
Mstep: Class 2 contains 130954 members
Entering Unmasked Estep
Score: -35725244.000000 Penalty: 4038.352051
Iteration 18Q: 3 clusters Score -3.572524e+07 nChanged 1599
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118195 members
Mstep: Class 2 contains 130927 members
Entering Unmasked Estep
Score: -35725400.000000 Penalty: 4038.352051
Iteration 19Q: 3 clusters Score -3.57254e+07 nChanged 1557
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118146 members
Mstep: Class 2 contains 130976 members
Entering Unmasked Estep
Score: -35725668.000000 Penalty: 4038.352051
Iteration 20F: 3 clusters Score -3.572567e+07 nChanged 1604
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118088 members
Mstep: Class 2 contains 131034 members
Entering Unmasked Estep
Score: -35725768.000000 Penalty: 4038.352051
Iteration 21Q: 3 clusters Score -3.572577e+07 nChanged 1603
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117985 members
Mstep: Class 2 contains 131137 members
Entering Unmasked Estep
Score: -35726048.000000 Penalty: 4038.352051
Iteration 22Q: 3 clusters Score -3.572605e+07 nChanged 1728
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117797 members
Mstep: Class 2 contains 131325 members
Entering Unmasked Estep
Score: -35726236.000000 Penalty: 4038.352051
Iteration 23Q: 3 clusters Score -3.572624e+07 nChanged 1854
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117615 members
Mstep: Class 2 contains 131507 members
Entering Unmasked Estep
Score: -35726332.000000 Penalty: 4038.352051
Iteration 24Q: 3 clusters Score -3.572633e+07 nChanged 1878
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117343 members
Mstep: Class 2 contains 131779 members
Entering Unmasked Estep
Score: -35726516.000000 Penalty: 4038.352051
Iteration 25Q: 3 clusters Score -3.572652e+07 nChanged 2025
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117130 members
Mstep: Class 2 contains 131992 members
Entering Unmasked Estep
Score: -35726904.000000 Penalty: 4038.352051
Iteration 26Q: 3 clusters Score -3.57269e+07 nChanged 2074
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116934 members
Mstep: Class 2 contains 132188 members
Entering Unmasked Estep
Score: -35727140.000000 Penalty: 4038.352051
Iteration 27Q: 3 clusters Score -3.572714e+07 nChanged 2111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116747 members
Mstep: Class 2 contains 132375 members
Entering Unmasked Estep
Score: -35727436.000000 Penalty: 4038.352051
Iteration 28Q: 3 clusters Score -3.572744e+07 nChanged 2229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116572 members
Mstep: Class 2 contains 132550 members
Entering Unmasked Estep
Score: -35727636.000000 Penalty: 4038.352051
Iteration 29Q: 3 clusters Score -3.572764e+07 nChanged 2383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116355 members
Mstep: Class 2 contains 132767 members
Entering Unmasked Estep
Score: -35728052.000000 Penalty: 4038.352051
Iteration 30Q: 3 clusters Score -3.572805e+07 nChanged 2467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116278 members
Mstep: Class 2 contains 132844 members
Entering Unmasked Estep
Score: -35728324.000000 Penalty: 4038.352051
Iteration 31Q: 3 clusters Score -3.572832e+07 nChanged 2394
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116204 members
Mstep: Class 2 contains 132918 members
Entering Unmasked Estep
Score: -35728548.000000 Penalty: 4038.352051
Iteration 32Q: 3 clusters Score -3.572855e+07 nChanged 2455
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116155 members
Mstep: Class 2 contains 132967 members
Entering Unmasked Estep
Score: -35728832.000000 Penalty: 4038.352051
Iteration 33Q: 3 clusters Score -3.572883e+07 nChanged 2407
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116126 members
Mstep: Class 2 contains 132996 members
Entering Unmasked Estep
Score: -35729376.000000 Penalty: 4038.352051
Iteration 34Q: 3 clusters Score -3.572938e+07 nChanged 2375
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116037 members
Mstep: Class 2 contains 133085 members
Entering Unmasked Estep
Score: -35729600.000000 Penalty: 4038.352051
Iteration 35Q: 3 clusters Score -3.57296e+07 nChanged 2438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116095 members
Mstep: Class 2 contains 133027 members
Entering Unmasked Estep
Score: -35730068.000000 Penalty: 4038.352051
Iteration 36Q: 3 clusters Score -3.573007e+07 nChanged 2346
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116281 members
Mstep: Class 2 contains 132841 members
Entering Unmasked Estep
Score: -35730580.000000 Penalty: 4038.352051
Iteration 37Q: 3 clusters Score -3.573058e+07 nChanged 2255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116454 members
Mstep: Class 2 contains 132668 members
Entering Unmasked Estep
Score: -35731148.000000 Penalty: 4038.352051
Iteration 38Q: 3 clusters Score -3.573115e+07 nChanged 2201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116591 members
Mstep: Class 2 contains 132531 members
Entering Unmasked Estep
Score: -35731480.000000 Penalty: 4038.352051
Iteration 39Q: 3 clusters Score -3.573148e+07 nChanged 2144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116719 members
Mstep: Class 2 contains 132403 members
Entering Unmasked Estep
Score: -35731780.000000 Penalty: 4038.352051
Iteration 40F: 3 clusters Score -3.573178e+07 nChanged 2017
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116904 members
Mstep: Class 2 contains 132218 members
Entering Unmasked Estep
Score: -35731992.000000 Penalty: 4038.352051
Iteration 41Q: 3 clusters Score -3.573199e+07 nChanged 1916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117226 members
Mstep: Class 2 contains 131896 members
Entering Unmasked Estep
Score: -35732328.000000 Penalty: 4038.352051
Iteration 42Q: 3 clusters Score -3.573233e+07 nChanged 1775
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117541 members
Mstep: Class 2 contains 131581 members
Entering Unmasked Estep
Score: -35732600.000000 Penalty: 4038.352051
Iteration 43Q: 3 clusters Score -3.57326e+07 nChanged 1694
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117913 members
Mstep: Class 2 contains 131209 members
Entering Unmasked Estep
Score: -35732844.000000 Penalty: 4038.352051
Iteration 44Q: 3 clusters Score -3.573284e+07 nChanged 1701
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118306 members
Mstep: Class 2 contains 130816 members
Entering Unmasked Estep
Score: -35733032.000000 Penalty: 4038.352051
Iteration 45Q: 3 clusters Score -3.573303e+07 nChanged 1642
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118652 members
Mstep: Class 2 contains 130470 members
Entering Unmasked Estep
Score: -35733148.000000 Penalty: 4038.352051
Iteration 46Q: 3 clusters Score -3.573315e+07 nChanged 1580
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119082 members
Mstep: Class 2 contains 130040 members
Entering Unmasked Estep
Score: -35733292.000000 Penalty: 4038.352051
Iteration 47Q: 3 clusters Score -3.573329e+07 nChanged 1595
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119551 members
Mstep: Class 2 contains 129571 members
Entering Unmasked Estep
Score: -35733932.000000 Penalty: 4038.352051
Iteration 48Q: 3 clusters Score -3.573393e+07 nChanged 1547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120100 members
Mstep: Class 2 contains 129022 members
Entering Unmasked Estep
Score: -35734528.000000 Penalty: 4038.352051
Iteration 49Q: 3 clusters Score -3.573453e+07 nChanged 1575
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120759 members
Mstep: Class 2 contains 128363 members
Entering Unmasked Estep
Score: -35735388.000000 Penalty: 4038.352051
Iteration 50Q: 3 clusters Score -3.573539e+07 nChanged 1644
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121445 members
Mstep: Class 2 contains 127677 members
Entering Unmasked Estep
Score: -35735900.000000 Penalty: 4038.352051
Iteration 51Q: 3 clusters Score -3.57359e+07 nChanged 1708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122203 members
Mstep: Class 2 contains 126919 members
Entering Unmasked Estep
Score: -35736260.000000 Penalty: 4038.352051
Iteration 52Q: 3 clusters Score -3.573626e+07 nChanged 1807
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123090 members
Mstep: Class 2 contains 126032 members
Entering Unmasked Estep
Score: -35736408.000000 Penalty: 4038.352051
Iteration 53Q: 3 clusters Score -3.573641e+07 nChanged 1978
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124096 members
Mstep: Class 2 contains 125026 members
Entering Unmasked Estep
Score: -35736480.000000 Penalty: 4038.352051
Iteration 54Q: 3 clusters Score -3.573648e+07 nChanged 2165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125143 members
Mstep: Class 2 contains 123979 members
Entering Unmasked Estep
Score: -35736332.000000 Penalty: 4038.352051
Iteration 55Q: 3 clusters Score -3.573633e+07 nChanged 2490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126409 members
Mstep: Class 2 contains 122713 members
Entering Unmasked Estep
Score: -35735460.000000 Penalty: 4038.352051
Iteration 56Q: 3 clusters Score -3.573546e+07 nChanged 2750
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127805 members
Mstep: Class 2 contains 121317 members
Entering Unmasked Estep
Score: -35734868.000000 Penalty: 4038.352051
Iteration 57Q: 3 clusters Score -3.573487e+07 nChanged 2835
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129296 members
Mstep: Class 2 contains 119826 members
Entering Unmasked Estep
Score: -35734132.000000 Penalty: 4038.352051
Iteration 58Q: 3 clusters Score -3.573413e+07 nChanged 3034
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 130796 members
Mstep: Class 2 contains 118326 members
Entering Unmasked Estep
Score: -35733568.000000 Penalty: 4038.352051
Iteration 59Q: 3 clusters Score -3.573357e+07 nChanged 3043
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132161 members
Mstep: Class 2 contains 116961 members
Entering Unmasked Estep
Score: -35733148.000000 Penalty: 4038.352051
Iteration 60F: 3 clusters Score -3.573315e+07 nChanged 3094
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133511 members
Mstep: Class 2 contains 115611 members
Entering Unmasked Estep
Score: -35731784.000000 Penalty: 4038.352051
Iteration 61Q: 3 clusters Score -3.573178e+07 nChanged 3104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134715 members
Mstep: Class 2 contains 114407 members
Entering Unmasked Estep
Score: -35730212.000000 Penalty: 4038.352051
Iteration 62Q: 3 clusters Score -3.573021e+07 nChanged 2872
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135731 members
Mstep: Class 2 contains 113391 members
Entering Unmasked Estep
Score: -35728352.000000 Penalty: 4038.352051
Iteration 63Q: 3 clusters Score -3.572835e+07 nChanged 2604
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136655 members
Mstep: Class 2 contains 112467 members
Entering Unmasked Estep
Score: -35726164.000000 Penalty: 4038.352051
Iteration 64Q: 3 clusters Score -3.572616e+07 nChanged 2372
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137551 members
Mstep: Class 2 contains 111571 members
Entering Unmasked Estep
Score: -35724356.000000 Penalty: 4038.352051
Iteration 65Q: 3 clusters Score -3.572436e+07 nChanged 2159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138382 members
Mstep: Class 2 contains 110740 members
Entering Unmasked Estep
Score: -35722400.000000 Penalty: 4038.352051
Iteration 66Q: 3 clusters Score -3.57224e+07 nChanged 1997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139171 members
Mstep: Class 2 contains 109951 members
Entering Unmasked Estep
Score: -35720116.000000 Penalty: 4038.352051
Iteration 67Q: 3 clusters Score -3.572012e+07 nChanged 1897
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139930 members
Mstep: Class 2 contains 109192 members
Entering Unmasked Estep
Score: -35718180.000000 Penalty: 4038.352051
Iteration 68Q: 3 clusters Score -3.571818e+07 nChanged 1701
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140655 members
Mstep: Class 2 contains 108467 members
Entering Unmasked Estep
Score: -35716560.000000 Penalty: 4038.352051
Iteration 69Q: 3 clusters Score -3.571656e+07 nChanged 1574
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141331 members
Mstep: Class 2 contains 107791 members
Entering Unmasked Estep
Score: -35714896.000000 Penalty: 4038.352051
Iteration 70Q: 3 clusters Score -3.57149e+07 nChanged 1472
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141969 members
Mstep: Class 2 contains 107153 members
Entering Unmasked Estep
Score: -35713152.000000 Penalty: 4038.352051
Iteration 71Q: 3 clusters Score -3.571315e+07 nChanged 1391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142626 members
Mstep: Class 2 contains 106496 members
Entering Unmasked Estep
Score: -35711672.000000 Penalty: 4038.352051
Iteration 72Q: 3 clusters Score -3.571167e+07 nChanged 1245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143103 members
Mstep: Class 2 contains 106019 members
Entering Unmasked Estep
Score: -35710884.000000 Penalty: 4038.352051
Iteration 73Q: 3 clusters Score -3.571088e+07 nChanged 1110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143423 members
Mstep: Class 2 contains 105699 members
Entering Unmasked Estep
Score: -35710308.000000 Penalty: 4038.352051
Iteration 74Q: 3 clusters Score -3.571031e+07 nChanged 1017
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143740 members
Mstep: Class 2 contains 105382 members
Entering Unmasked Estep
Score: -35709756.000000 Penalty: 4038.352051
Iteration 75Q: 3 clusters Score -3.570976e+07 nChanged 909
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143987 members
Mstep: Class 2 contains 105135 members
Entering Unmasked Estep
Score: -35709304.000000 Penalty: 4038.352051
Iteration 76Q: 3 clusters Score -3.57093e+07 nChanged 841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144180 members
Mstep: Class 2 contains 104942 members
Entering Unmasked Estep
Score: -35708888.000000 Penalty: 4038.352051
Iteration 77Q: 3 clusters Score -3.570889e+07 nChanged 740
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144366 members
Mstep: Class 2 contains 104756 members
Entering Unmasked Estep
Score: -35708700.000000 Penalty: 4038.352051
Iteration 78Q: 3 clusters Score -3.57087e+07 nChanged 720
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144544 members
Mstep: Class 2 contains 104578 members
Entering Unmasked Estep
Score: -35708504.000000 Penalty: 4038.352051
Iteration 79Q: 3 clusters Score -3.57085e+07 nChanged 667
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144759 members
Mstep: Class 2 contains 104363 members
Entering Unmasked Estep
Score: -35708160.000000 Penalty: 4038.352051
Iteration 80F: 3 clusters Score -3.570816e+07 nChanged 623
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144860 members
Mstep: Class 2 contains 104262 members
Entering Unmasked Estep
Score: -35707816.000000 Penalty: 4038.352051
Iteration 81Q: 3 clusters Score -3.570782e+07 nChanged 547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144973 members
Mstep: Class 2 contains 104149 members
Entering Unmasked Estep
Score: -35707588.000000 Penalty: 4038.352051
Iteration 82Q: 3 clusters Score -3.570759e+07 nChanged 504
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145063 members
Mstep: Class 2 contains 104059 members
Entering Unmasked Estep
Score: -35707456.000000 Penalty: 4038.352051
Iteration 83Q: 3 clusters Score -3.570746e+07 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145130 members
Mstep: Class 2 contains 103992 members
Entering Unmasked Estep
Score: -35707376.000000 Penalty: 4038.352051
Iteration 84Q: 3 clusters Score -3.570738e+07 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145156 members
Mstep: Class 2 contains 103966 members
Entering Unmasked Estep
Score: -35707340.000000 Penalty: 4038.352051
Iteration 85Q: 3 clusters Score -3.570734e+07 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145190 members
Mstep: Class 2 contains 103932 members
Entering Unmasked Estep
Score: -35707276.000000 Penalty: 4038.352051
Iteration 86Q: 3 clusters Score -3.570728e+07 nChanged 326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145224 members
Mstep: Class 2 contains 103898 members
Entering Unmasked Estep
Score: -35707080.000000 Penalty: 4038.352051
Iteration 87Q: 3 clusters Score -3.570708e+07 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145212 members
Mstep: Class 2 contains 103910 members
Entering Unmasked Estep
Score: -35707144.000000 Penalty: 4038.352051
Iteration 88Q: 3 clusters Score -3.570714e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145216 members
Mstep: Class 2 contains 103906 members
Entering Unmasked Estep
Score: -35707152.000000 Penalty: 4038.352051
Iteration 89Q: 3 clusters Score -3.570715e+07 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145193 members
Mstep: Class 2 contains 103929 members
Entering Unmasked Estep
Score: -35707144.000000 Penalty: 4038.352051
Iteration 90Q: 3 clusters Score -3.570714e+07 nChanged 196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145173 members
Mstep: Class 2 contains 103949 members
Entering Unmasked Estep
Score: -35707164.000000 Penalty: 4038.352051
Iteration 91Q: 3 clusters Score -3.570716e+07 nChanged 196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145157 members
Mstep: Class 2 contains 103965 members
Entering Unmasked Estep
Score: -35707168.000000 Penalty: 4038.352051
Iteration 92Q: 3 clusters Score -3.570717e+07 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145129 members
Mstep: Class 2 contains 103993 members
Entering Unmasked Estep
Score: -35707216.000000 Penalty: 4038.352051
Iteration 93Q: 3 clusters Score -3.570722e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145110 members
Mstep: Class 2 contains 104012 members
Entering Unmasked Estep
Score: -35707260.000000 Penalty: 4038.352051
Iteration 94Q: 3 clusters Score -3.570726e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145090 members
Mstep: Class 2 contains 104032 members
Entering Unmasked Estep
Score: -35707244.000000 Penalty: 4038.352051
Iteration 95Q: 3 clusters Score -3.570724e+07 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145082 members
Mstep: Class 2 contains 104040 members
Entering Unmasked Estep
Score: -35707300.000000 Penalty: 4038.352051
Iteration 96Q: 3 clusters Score -3.57073e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145077 members
Mstep: Class 2 contains 104045 members
Entering Unmasked Estep
Score: -35707304.000000 Penalty: 4038.352051
Iteration 97Q: 3 clusters Score -3.57073e+07 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145060 members
Mstep: Class 2 contains 104062 members
Entering Unmasked Estep
Score: -35707336.000000 Penalty: 4038.352051
Iteration 98Q: 3 clusters Score -3.570734e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145033 members
Mstep: Class 2 contains 104089 members
Entering Unmasked Estep
Score: -35707416.000000 Penalty: 4038.352051
Iteration 99Q: 3 clusters Score -3.570742e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145025 members
Mstep: Class 2 contains 104097 members
Entering Unmasked Estep
Score: -35707432.000000 Penalty: 4038.352051
Iteration 100F: 3 clusters Score -3.570743e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144997 members
Mstep: Class 2 contains 104125 members
Entering Unmasked Estep
Score: -35707464.000000 Penalty: 4038.352051
Iteration 101Q: 3 clusters Score -3.570746e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144967 members
Mstep: Class 2 contains 104155 members
Entering Unmasked Estep
Score: -35707532.000000 Penalty: 4038.352051
Iteration 102Q: 3 clusters Score -3.570753e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144945 members
Mstep: Class 2 contains 104177 members
Entering Unmasked Estep
Score: -35707564.000000 Penalty: 4038.352051
Iteration 103Q: 3 clusters Score -3.570756e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144922 members
Mstep: Class 2 contains 104200 members
Entering Unmasked Estep
Score: -35707596.000000 Penalty: 4038.352051
Iteration 104Q: 3 clusters Score -3.57076e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144909 members
Mstep: Class 2 contains 104213 members
Entering Unmasked Estep
Score: -35707612.000000 Penalty: 4038.352051
Iteration 105Q: 3 clusters Score -3.570761e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144890 members
Mstep: Class 2 contains 104232 members
Entering Unmasked Estep
Score: -35707628.000000 Penalty: 4038.352051
Iteration 106Q: 3 clusters Score -3.570763e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144879 members
Mstep: Class 2 contains 104243 members
Entering Unmasked Estep
Score: -35707712.000000 Penalty: 4038.352051
Iteration 107Q: 3 clusters Score -3.570771e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144875 members
Mstep: Class 2 contains 104247 members
Entering Unmasked Estep
Score: -35707736.000000 Penalty: 4038.352051
Iteration 108Q: 3 clusters Score -3.570774e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144870 members
Mstep: Class 2 contains 104252 members
Entering Unmasked Estep
Score: -35707748.000000 Penalty: 4038.352051
Iteration 109Q: 3 clusters Score -3.570775e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144852 members
Mstep: Class 2 contains 104270 members
Entering Unmasked Estep
Score: -35707772.000000 Penalty: 4038.352051
Iteration 110Q: 3 clusters Score -3.570777e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144834 members
Mstep: Class 2 contains 104288 members
Entering Unmasked Estep
Score: -35707796.000000 Penalty: 4038.352051
Iteration 111Q: 3 clusters Score -3.57078e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144827 members
Mstep: Class 2 contains 104295 members
Entering Unmasked Estep
Score: -35707844.000000 Penalty: 4038.352051
Iteration 112Q: 3 clusters Score -3.570784e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144823 members
Mstep: Class 2 contains 104299 members
Entering Unmasked Estep
Score: -35707844.000000 Penalty: 4038.352051
Iteration 113Q: 3 clusters Score -3.570784e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144830 members
Mstep: Class 2 contains 104292 members
Entering Unmasked Estep
Score: -35707832.000000 Penalty: 4038.352051
Iteration 114Q: 3 clusters Score -3.570783e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144837 members
Mstep: Class 2 contains 104285 members
Entering Unmasked Estep
Score: -35707828.000000 Penalty: 4038.352051
Iteration 115Q: 3 clusters Score -3.570783e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144845 members
Mstep: Class 2 contains 104277 members
Entering Unmasked Estep
Score: -35707808.000000 Penalty: 4038.352051
Iteration 116Q: 3 clusters Score -3.570781e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144848 members
Mstep: Class 2 contains 104274 members
Entering Unmasked Estep
Score: -35707828.000000 Penalty: 4038.352051
Iteration 117Q: 3 clusters Score -3.570783e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144856 members
Mstep: Class 2 contains 104266 members
Entering Unmasked Estep
Score: -35707788.000000 Penalty: 4038.352051
Iteration 118Q: 3 clusters Score -3.570779e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144860 members
Mstep: Class 2 contains 104262 members
Entering Unmasked Estep
Score: -35707808.000000 Penalty: 4038.352051
Iteration 119Q: 3 clusters Score -3.570781e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144859 members
Mstep: Class 2 contains 104263 members
Entering Unmasked Estep
Score: -35707800.000000 Penalty: 4038.352051
Iteration 120F: 3 clusters Score -3.57078e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144857 members
Mstep: Class 2 contains 104265 members
Entering Unmasked Estep
Score: -35707816.000000 Penalty: 4038.352051
Iteration 121Q: 3 clusters Score -3.570782e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144855 members
Mstep: Class 2 contains 104267 members
Entering Unmasked Estep
Score: -35707832.000000 Penalty: 4038.352051
Iteration 122Q: 3 clusters Score -3.570783e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144851 members
Mstep: Class 2 contains 104271 members
Entering Unmasked Estep
Score: -35707844.000000 Penalty: 4038.352051
Iteration 123Q: 3 clusters Score -3.570784e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144845 members
Mstep: Class 2 contains 104277 members
Entering Unmasked Estep
Score: -35707864.000000 Penalty: 4038.352051
Iteration 124Q: 3 clusters Score -3.570786e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144840 members
Mstep: Class 2 contains 104282 members
Entering Unmasked Estep
Score: -35707872.000000 Penalty: 4038.352051
Iteration 125Q: 3 clusters Score -3.570787e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144838 members
Mstep: Class 2 contains 104284 members
Entering Unmasked Estep
Score: -35707856.000000 Penalty: 4038.352051
Iteration 126Q: 3 clusters Score -3.570786e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144835 members
Mstep: Class 2 contains 104287 members
Entering Unmasked Estep
Score: -35707876.000000 Penalty: 4038.352051
Iteration 127Q: 3 clusters Score -3.570788e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144830 members
Mstep: Class 2 contains 104292 members
Entering Unmasked Estep
Score: -35707880.000000 Penalty: 4038.352051
Iteration 128Q: 3 clusters Score -3.570788e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144829 members
Mstep: Class 2 contains 104293 members
Entering Unmasked Estep
Score: -35707872.000000 Penalty: 4038.352051
Iteration 129Q: 3 clusters Score -3.570787e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144827 members
Mstep: Class 2 contains 104295 members
Entering Unmasked Estep
Score: -35707888.000000 Penalty: 4038.352051
Iteration 130Q: 3 clusters Score -3.570789e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144822 members
Mstep: Class 2 contains 104300 members
Entering Unmasked Estep
Score: -35707892.000000 Penalty: 4038.352051
Iteration 131Q: 3 clusters Score -3.570789e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144814 members
Mstep: Class 2 contains 104308 members
Entering Unmasked Estep
Score: -35707908.000000 Penalty: 4038.352051
Iteration 132Q: 3 clusters Score -3.570791e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144809 members
Mstep: Class 2 contains 104313 members
Entering Unmasked Estep
Score: -35707916.000000 Penalty: 4038.352051
Iteration 133Q: 3 clusters Score -3.570792e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144805 members
Mstep: Class 2 contains 104317 members
Entering Unmasked Estep
Score: -35707920.000000 Penalty: 4038.352051
Iteration 134Q: 3 clusters Score -3.570792e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144800 members
Mstep: Class 2 contains 104322 members
Entering Unmasked Estep
Score: -35707912.000000 Penalty: 4038.352051
Iteration 135Q: 3 clusters Score -3.570791e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144796 members
Mstep: Class 2 contains 104326 members
Entering Unmasked Estep
Score: -35707932.000000 Penalty: 4038.352051
Iteration 136Q: 3 clusters Score -3.570793e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144790 members
Mstep: Class 2 contains 104332 members
Entering Unmasked Estep
Score: -35707940.000000 Penalty: 4038.352051
Iteration 137Q: 3 clusters Score -3.570794e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144786 members
Mstep: Class 2 contains 104336 members
Entering Unmasked Estep
Score: -35707952.000000 Penalty: 4038.352051
Iteration 138Q: 3 clusters Score -3.570795e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144780 members
Mstep: Class 2 contains 104342 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 139Q: 3 clusters Score -3.570796e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144774 members
Mstep: Class 2 contains 104348 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 140F: 3 clusters Score -3.570795e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144772 members
Mstep: Class 2 contains 104350 members
Entering Unmasked Estep
Score: -35707964.000000 Penalty: 4038.352051
Iteration 141Q: 3 clusters Score -3.570796e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144773 members
Mstep: Class 2 contains 104349 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 142Q: 3 clusters Score -3.570796e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144772 members
Mstep: Class 2 contains 104350 members
Entering Unmasked Estep
Score: -35707952.000000 Penalty: 4038.352051
Iteration 143Q: 3 clusters Score -3.570795e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144767 members
Mstep: Class 2 contains 104355 members
Entering Unmasked Estep
Score: -35707940.000000 Penalty: 4038.352051
Iteration 144Q: 3 clusters Score -3.570794e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144765 members
Mstep: Class 2 contains 104357 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 145Q: 3 clusters Score -3.570795e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144764 members
Mstep: Class 2 contains 104358 members
Entering Unmasked Estep
Score: -35707964.000000 Penalty: 4038.352051
Iteration 146Q: 3 clusters Score -3.570796e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144762 members
Mstep: Class 2 contains 104360 members
Entering Unmasked Estep
Score: -35707944.000000 Penalty: 4038.352051
Iteration 147Q: 3 clusters Score -3.570794e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144758 members
Mstep: Class 2 contains 104364 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 148Q: 3 clusters Score -3.570796e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144757 members
Mstep: Class 2 contains 104365 members
Entering Unmasked Estep
Score: -35707936.000000 Penalty: 4038.352051
Iteration 149Q: 3 clusters Score -3.570794e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144757 members
Mstep: Class 2 contains 104365 members
Entering Unmasked Estep
Score: -35707972.000000 Penalty: 4038.352051
Iteration 150Q: 3 clusters Score -3.570797e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144756 members
Mstep: Class 2 contains 104366 members
Entering Unmasked Estep
Score: -35707976.000000 Penalty: 4038.352051
Iteration 151Q: 3 clusters Score -3.570798e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144752 members
Mstep: Class 2 contains 104370 members
Entering Unmasked Estep
Score: -35707980.000000 Penalty: 4038.352051
Iteration 152Q: 3 clusters Score -3.570798e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144750 members
Mstep: Class 2 contains 104372 members
Entering Unmasked Estep
Score: -35707992.000000 Penalty: 4038.352051
Iteration 153Q: 3 clusters Score -3.570799e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144746 members
Mstep: Class 2 contains 104376 members
Entering Unmasked Estep
Score: -35707988.000000 Penalty: 4038.352051
Iteration 154Q: 3 clusters Score -3.570799e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144742 members
Mstep: Class 2 contains 104380 members
Entering Unmasked Estep
Score: -35707992.000000 Penalty: 4038.352051
Iteration 155Q: 3 clusters Score -3.570799e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144738 members
Mstep: Class 2 contains 104384 members
Entering Unmasked Estep
Score: -35708012.000000 Penalty: 4038.352051
Iteration 156Q: 3 clusters Score -3.570801e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144739 members
Mstep: Class 2 contains 104383 members
Entering Unmasked Estep
Score: -35708012.000000 Penalty: 4038.352051
Iteration 157Q: 3 clusters Score -3.570801e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144741 members
Mstep: Class 2 contains 104381 members
Entering Unmasked Estep
Score: -35708012.000000 Penalty: 4038.352051
Iteration 158Q: 3 clusters Score -3.570801e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144742 members
Mstep: Class 2 contains 104380 members
Entering Unmasked Estep
Score: -35707992.000000 Penalty: 4038.352051
Iteration 159Q: 3 clusters Score -3.570799e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144741 members
Mstep: Class 2 contains 104381 members
Entering Unmasked Estep
Score: -35707992.000000 Penalty: 4038.352051
Iteration 160F: 3 clusters Score -3.570799e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144744 members
Mstep: Class 2 contains 104378 members
Entering Unmasked Estep
Score: -35707968.000000 Penalty: 4038.352051
Iteration 161Q: 3 clusters Score -3.570797e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144748 members
Mstep: Class 2 contains 104374 members
Entering Unmasked Estep
Score: -35707972.000000 Penalty: 4038.352051
Iteration 162Q: 3 clusters Score -3.570797e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144748 members
Mstep: Class 2 contains 104374 members
Entering Unmasked Estep
Score: -35707964.000000 Penalty: 4038.352051
Iteration 163Q: 3 clusters Score -3.570796e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144750 members
Mstep: Class 2 contains 104372 members
Entering Unmasked Estep
Score: -35707960.000000 Penalty: 4038.352051
Iteration 164Q: 3 clusters Score -3.570796e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144752 members
Mstep: Class 2 contains 104370 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 165Q: 3 clusters Score -3.570795e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144752 members
Mstep: Class 2 contains 104370 members
Entering Unmasked Estep
Score: -35707944.000000 Penalty: 4038.352051
Iteration 166Q: 3 clusters Score -3.570794e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144755 members
Mstep: Class 2 contains 104367 members
Entering Unmasked Estep
Score: -35707960.000000 Penalty: 4038.352051
Iteration 167Q: 3 clusters Score -3.570796e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144756 members
Mstep: Class 2 contains 104366 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 168Q: 3 clusters Score -3.570795e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144755 members
Mstep: Class 2 contains 104367 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 169Q: 3 clusters Score -3.570796e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144757 members
Mstep: Class 2 contains 104365 members
Entering Unmasked Estep
Score: -35707952.000000 Penalty: 4038.352051
Iteration 170Q: 3 clusters Score -3.570795e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144757 members
Mstep: Class 2 contains 104365 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 171Q: 3 clusters Score -3.570795e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144757 members
Mstep: Class 2 contains 104365 members
Entering Unmasked Estep
Score: -35707932.000000 Penalty: 4038.352051
Iteration 172Q: 3 clusters Score -3.570793e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144755 members
Mstep: Class 2 contains 104367 members
Entering Unmasked Estep
Score: -35707940.000000 Penalty: 4038.352051
Iteration 173Q: 3 clusters Score -3.570794e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144753 members
Mstep: Class 2 contains 104369 members
Entering Unmasked Estep
Score: -35707920.000000 Penalty: 4038.352051
Iteration 174Q: 3 clusters Score -3.570792e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144751 members
Mstep: Class 2 contains 104371 members
Entering Unmasked Estep
Score: -35707944.000000 Penalty: 4038.352051
Iteration 175Q: 3 clusters Score -3.570794e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144751 members
Mstep: Class 2 contains 104371 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 176Q: 3 clusters Score -3.570795e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144753 members
Mstep: Class 2 contains 104369 members
Entering Unmasked Estep
Score: -35707944.000000 Penalty: 4038.352051
Iteration 177Q: 3 clusters Score -3.570794e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144756 members
Mstep: Class 2 contains 104366 members
Entering Unmasked Estep
Score: -35707964.000000 Penalty: 4038.352051
Iteration 178Q: 3 clusters Score -3.570796e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144757 members
Mstep: Class 2 contains 104365 members
Entering Unmasked Estep
Score: -35707984.000000 Penalty: 4038.352051
Iteration 179Q: 3 clusters Score -3.570798e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144761 members
Mstep: Class 2 contains 104361 members
Entering Unmasked Estep
Score: -35707964.000000 Penalty: 4038.352051
Iteration 180F: 3 clusters Score -3.570796e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144765 members
Mstep: Class 2 contains 104357 members
Entering Unmasked Estep
Score: -35707960.000000 Penalty: 4038.352051
Iteration 181Q: 3 clusters Score -3.570796e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144771 members
Mstep: Class 2 contains 104351 members
Entering Unmasked Estep
Score: -35707960.000000 Penalty: 4038.352051
Iteration 182Q: 3 clusters Score -3.570796e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144769 members
Mstep: Class 2 contains 104353 members
Entering Unmasked Estep
Score: -35707968.000000 Penalty: 4038.352051
Iteration 183Q: 3 clusters Score -3.570797e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144768 members
Mstep: Class 2 contains 104354 members
Entering Unmasked Estep
Score: -35707976.000000 Penalty: 4038.352051
Iteration 184Q: 3 clusters Score -3.570798e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144764 members
Mstep: Class 2 contains 104358 members
Entering Unmasked Estep
Score: -35707972.000000 Penalty: 4038.352051
Iteration 185Q: 3 clusters Score -3.570797e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144765 members
Mstep: Class 2 contains 104357 members
Entering Unmasked Estep
Score: -35707960.000000 Penalty: 4038.352051
Iteration 186Q: 3 clusters Score -3.570796e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144762 members
Mstep: Class 2 contains 104360 members
Entering Unmasked Estep
Score: -35707960.000000 Penalty: 4038.352051
Iteration 187Q: 3 clusters Score -3.570796e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144764 members
Mstep: Class 2 contains 104358 members
Entering Unmasked Estep
Score: -35707968.000000 Penalty: 4038.352051
Iteration 188Q: 3 clusters Score -3.570797e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144766 members
Mstep: Class 2 contains 104356 members
Entering Unmasked Estep
Score: -35707952.000000 Penalty: 4038.352051
Iteration 189Q: 3 clusters Score -3.570795e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144772 members
Mstep: Class 2 contains 104350 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 190Q: 3 clusters Score -3.570796e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144774 members
Mstep: Class 2 contains 104348 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 191Q: 3 clusters Score -3.570796e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144771 members
Mstep: Class 2 contains 104351 members
Entering Unmasked Estep
Score: -35707944.000000 Penalty: 4038.352051
Iteration 192Q: 3 clusters Score -3.570794e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144769 members
Mstep: Class 2 contains 104353 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 193Q: 3 clusters Score -3.570796e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144773 members
Mstep: Class 2 contains 104349 members
Entering Unmasked Estep
Score: -35707952.000000 Penalty: 4038.352051
Iteration 194Q: 3 clusters Score -3.570795e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144776 members
Mstep: Class 2 contains 104346 members
Entering Unmasked Estep
Score: -35707956.000000 Penalty: 4038.352051
Iteration 195Q: 3 clusters Score -3.570796e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144783 members
Mstep: Class 2 contains 104339 members
Entering Unmasked Estep
Score: -35707928.000000 Penalty: 4038.352051
Iteration 196Q: 3 clusters Score -3.570793e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144786 members
Mstep: Class 2 contains 104336 members
Entering Unmasked Estep
Score: -35707932.000000 Penalty: 4038.352051
Iteration 197Q: 3 clusters Score -3.570793e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144789 members
Mstep: Class 2 contains 104333 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 198Q: 3 clusters Score -3.570795e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144788 members
Mstep: Class 2 contains 104334 members
Entering Unmasked Estep
Score: -35707940.000000 Penalty: 4038.352051
Iteration 199Q: 3 clusters Score -3.570794e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144787 members
Mstep: Class 2 contains 104335 members
Entering Unmasked Estep
Score: -35707952.000000 Penalty: 4038.352051
Iteration 200F: 3 clusters Score -3.570795e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144786 members
Mstep: Class 2 contains 104336 members
Entering Unmasked Estep
Score: -35707948.000000 Penalty: 4038.352051
Iteration 201Q: 3 clusters Score -3.570795e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144785 members
Mstep: Class 2 contains 104337 members
Entering Unmasked Estep
Score: -35707940.000000 Penalty: 4038.352051
Iteration 202Q: 3 clusters Score -3.570794e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144785 members
Mstep: Class 2 contains 104337 members
Entering Unmasked Estep
Score: -35707940.000000 Penalty: 4038.352051
Iteration 203F: 3 clusters Score -3.570794e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 128202 members
Mstep: Class 14 contains 144785 members
Mstep: Class 15 contains 254554 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Mstep: Class 30 contains 124954 members
Mstep: Class 31 contains 119790 members
Mstep: Class 32 contains 104337 members
Entering Unmasked Estep
Score: -543418944.000000 Penalty: 79093.960938
Splitting cluster 14 changes total score from -539937536.000000 to -543418944.000000
So it's getting split into cluster 32.
Entering ConstructFrom:
Trying to split cluster 15 (254554 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 254554 members
Entering Unmasked Estep
Score: -36244888.000000 Penalty: 2022.681152
Iteration 0F: 2 clusters Score -3.624489e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127263 members
Mstep: Class 2 contains 127291 members
Entering Unmasked Estep
Score: -36333168.000000 Penalty: 4045.362305
Iteration 0F: 3 clusters Score -3.633317e+07 nChanged 123923
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132184 members
Mstep: Class 2 contains 122370 members
Entering Unmasked Estep
Score: -36406024.000000 Penalty: 4045.362305
Iteration 1F: 3 clusters Score -3.640602e+07 nChanged 26075
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129359 members
Mstep: Class 2 contains 125195 members
Entering Unmasked Estep
Score: -36410480.000000 Penalty: 4045.362305
Iteration 2F: 3 clusters Score -3.641048e+07 nChanged 13611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127000 members
Mstep: Class 2 contains 127554 members
Entering Unmasked Estep
Score: -36414696.000000 Penalty: 4045.362305
Iteration 3F: 3 clusters Score -3.64147e+07 nChanged 18913
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125295 members
Mstep: Class 2 contains 129259 members
Entering Unmasked Estep
Score: -36421624.000000 Penalty: 4045.362305
Iteration 4F: 3 clusters Score -3.642162e+07 nChanged 18793
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123946 members
Mstep: Class 2 contains 130608 members
Entering Unmasked Estep
Score: -36430480.000000 Penalty: 4045.362305
Iteration 5F: 3 clusters Score -3.643048e+07 nChanged 18171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122981 members
Mstep: Class 2 contains 131573 members
Entering Unmasked Estep
Score: -36439308.000000 Penalty: 4045.362305
Iteration 6F: 3 clusters Score -3.643931e+07 nChanged 16195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122094 members
Mstep: Class 2 contains 132460 members
Entering Unmasked Estep
Score: -36445844.000000 Penalty: 4045.362305
Iteration 7F: 3 clusters Score -3.644584e+07 nChanged 13297
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121675 members
Mstep: Class 2 contains 132879 members
Entering Unmasked Estep
Score: -36451024.000000 Penalty: 4045.362305
Iteration 8F: 3 clusters Score -3.645102e+07 nChanged 10004
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121341 members
Mstep: Class 2 contains 133213 members
Entering Unmasked Estep
Score: -36453636.000000 Penalty: 4045.362305
Iteration 9Q: 3 clusters Score -3.645364e+07 nChanged 6753
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120968 members
Mstep: Class 2 contains 133586 members
Entering Unmasked Estep
Score: -36454660.000000 Penalty: 4045.362305
Iteration 10Q: 3 clusters Score -3.645466e+07 nChanged 4596
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120552 members
Mstep: Class 2 contains 134002 members
Entering Unmasked Estep
Score: -36455276.000000 Penalty: 4045.362305
Iteration 11Q: 3 clusters Score -3.645528e+07 nChanged 3490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120208 members
Mstep: Class 2 contains 134346 members
Entering Unmasked Estep
Score: -36455952.000000 Penalty: 4045.362305
Iteration 12Q: 3 clusters Score -3.645595e+07 nChanged 2923
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120081 members
Mstep: Class 2 contains 134473 members
Entering Unmasked Estep
Score: -36456520.000000 Penalty: 4045.362305
Iteration 13Q: 3 clusters Score -3.645652e+07 nChanged 2651
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120080 members
Mstep: Class 2 contains 134474 members
Entering Unmasked Estep
Score: -36457020.000000 Penalty: 4045.362305
Iteration 14Q: 3 clusters Score -3.645702e+07 nChanged 2477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120179 members
Mstep: Class 2 contains 134375 members
Entering Unmasked Estep
Score: -36457648.000000 Penalty: 4045.362305
Iteration 15Q: 3 clusters Score -3.645765e+07 nChanged 2339
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120298 members
Mstep: Class 2 contains 134256 members
Entering Unmasked Estep
Score: -36458104.000000 Penalty: 4045.362305
Iteration 16Q: 3 clusters Score -3.64581e+07 nChanged 2280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120526 members
Mstep: Class 2 contains 134028 members
Entering Unmasked Estep
Score: -36458548.000000 Penalty: 4045.362305
Iteration 17Q: 3 clusters Score -3.645855e+07 nChanged 2180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120822 members
Mstep: Class 2 contains 133732 members
Entering Unmasked Estep
Score: -36459048.000000 Penalty: 4045.362305
Iteration 18Q: 3 clusters Score -3.645905e+07 nChanged 2190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121150 members
Mstep: Class 2 contains 133404 members
Entering Unmasked Estep
Score: -36459584.000000 Penalty: 4045.362305
Iteration 19Q: 3 clusters Score -3.645958e+07 nChanged 2179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121471 members
Mstep: Class 2 contains 133083 members
Entering Unmasked Estep
Score: -36459892.000000 Penalty: 4045.362305
Iteration 20F: 3 clusters Score -3.645989e+07 nChanged 2165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121720 members
Mstep: Class 2 contains 132834 members
Entering Unmasked Estep
Score: -36460308.000000 Penalty: 4045.362305
Iteration 21Q: 3 clusters Score -3.646031e+07 nChanged 2194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122228 members
Mstep: Class 2 contains 132326 members
Entering Unmasked Estep
Score: -36460648.000000 Penalty: 4045.362305
Iteration 22Q: 3 clusters Score -3.646065e+07 nChanged 2277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122779 members
Mstep: Class 2 contains 131775 members
Entering Unmasked Estep
Score: -36462872.000000 Penalty: 4045.362305
Iteration 23Q: 3 clusters Score -3.646287e+07 nChanged 2481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123598 members
Mstep: Class 2 contains 130956 members
Entering Unmasked Estep
Score: -36465248.000000 Penalty: 4045.362305
Iteration 24Q: 3 clusters Score -3.646525e+07 nChanged 2828
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124768 members
Mstep: Class 2 contains 129786 members
Entering Unmasked Estep
Score: -36467720.000000 Penalty: 4045.362305
Iteration 25Q: 3 clusters Score -3.646772e+07 nChanged 3319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126245 members
Mstep: Class 2 contains 128309 members
Entering Unmasked Estep
Score: -36470032.000000 Penalty: 4045.362305
Iteration 26Q: 3 clusters Score -3.647003e+07 nChanged 4136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128157 members
Mstep: Class 2 contains 126397 members
Entering Unmasked Estep
Score: -36471016.000000 Penalty: 4045.362305
Iteration 27Q: 3 clusters Score -3.647102e+07 nChanged 5093
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 130544 members
Mstep: Class 2 contains 124010 members
Entering Unmasked Estep
Score: -36469744.000000 Penalty: 4045.362305
Iteration 28Q: 3 clusters Score -3.646974e+07 nChanged 5999
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133413 members
Mstep: Class 2 contains 121141 members
Entering Unmasked Estep
Score: -36467396.000000 Penalty: 4045.362305
Iteration 29Q: 3 clusters Score -3.64674e+07 nChanged 6738
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136635 members
Mstep: Class 2 contains 117919 members
Entering Unmasked Estep
Score: -36467116.000000 Penalty: 4045.362305
Iteration 30Q: 3 clusters Score -3.646712e+07 nChanged 7686
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139609 members
Mstep: Class 2 contains 114945 members
Entering Unmasked Estep
Score: -36468676.000000 Penalty: 4045.362305
Iteration 31Q: 3 clusters Score -3.646868e+07 nChanged 8836
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142147 members
Mstep: Class 2 contains 112407 members
Entering Unmasked Estep
Score: -36473388.000000 Penalty: 4045.362305
Iteration 32Q: 3 clusters Score -3.647339e+07 nChanged 9394
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143521 members
Mstep: Class 2 contains 111033 members
Entering Unmasked Estep
Score: -36486064.000000 Penalty: 4045.362305
Iteration 33Q: 3 clusters Score -3.648606e+07 nChanged 8841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142976 members
Mstep: Class 2 contains 111578 members
Entering Unmasked Estep
Score: -36500652.000000 Penalty: 4045.362305
Iteration 34Q: 3 clusters Score -3.650065e+07 nChanged 7237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141251 members
Mstep: Class 2 contains 113303 members
Entering Unmasked Estep
Score: -36511860.000000 Penalty: 4045.362305
Iteration 35Q: 3 clusters Score -3.651186e+07 nChanged 5155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139232 members
Mstep: Class 2 contains 115322 members
Entering Unmasked Estep
Score: -36520648.000000 Penalty: 4045.362305
Iteration 36Q: 3 clusters Score -3.652065e+07 nChanged 3661
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137223 members
Mstep: Class 2 contains 117331 members
Entering Unmasked Estep
Score: -36526344.000000 Penalty: 4045.362305
Iteration 37Q: 3 clusters Score -3.652634e+07 nChanged 2815
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135336 members
Mstep: Class 2 contains 119218 members
Entering Unmasked Estep
Score: -36530716.000000 Penalty: 4045.362305
Iteration 38Q: 3 clusters Score -3.653072e+07 nChanged 2231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133629 members
Mstep: Class 2 contains 120925 members
Entering Unmasked Estep
Score: -36533640.000000 Penalty: 4045.362305
Iteration 39Q: 3 clusters Score -3.653364e+07 nChanged 1940
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132005 members
Mstep: Class 2 contains 122549 members
Entering Unmasked Estep
Score: -36536728.000000 Penalty: 4045.362305
Iteration 40F: 3 clusters Score -3.653673e+07 nChanged 2334
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129881 members
Mstep: Class 2 contains 124673 members
Entering Unmasked Estep
Score: -36542108.000000 Penalty: 4045.362305
Iteration 41Q: 3 clusters Score -3.654211e+07 nChanged 2562
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127615 members
Mstep: Class 2 contains 126939 members
Entering Unmasked Estep
Score: -36544012.000000 Penalty: 4045.362305
Iteration 42Q: 3 clusters Score -3.654401e+07 nChanged 2543
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125296 members
Mstep: Class 2 contains 129258 members
Entering Unmasked Estep
Score: -36542544.000000 Penalty: 4045.362305
Iteration 43Q: 3 clusters Score -3.654254e+07 nChanged 2627
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122863 members
Mstep: Class 2 contains 131691 members
Entering Unmasked Estep
Score: -36536776.000000 Penalty: 4045.362305
Iteration 44Q: 3 clusters Score -3.653678e+07 nChanged 2638
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120329 members
Mstep: Class 2 contains 134225 members
Entering Unmasked Estep
Score: -36533504.000000 Penalty: 4045.362305
Iteration 45Q: 3 clusters Score -3.65335e+07 nChanged 2281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118070 members
Mstep: Class 2 contains 136484 members
Entering Unmasked Estep
Score: -36530368.000000 Penalty: 4045.362305
Iteration 46Q: 3 clusters Score -3.653037e+07 nChanged 1952
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116120 members
Mstep: Class 2 contains 138434 members
Entering Unmasked Estep
Score: -36526472.000000 Penalty: 4045.362305
Iteration 47Q: 3 clusters Score -3.652647e+07 nChanged 1539
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114581 members
Mstep: Class 2 contains 139973 members
Entering Unmasked Estep
Score: -36522460.000000 Penalty: 4045.362305
Iteration 48Q: 3 clusters Score -3.652246e+07 nChanged 1191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113394 members
Mstep: Class 2 contains 141160 members
Entering Unmasked Estep
Score: -36518964.000000 Penalty: 4045.362305
Iteration 49Q: 3 clusters Score -3.651896e+07 nChanged 856
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112544 members
Mstep: Class 2 contains 142010 members
Entering Unmasked Estep
Score: -36516412.000000 Penalty: 4045.362305
Iteration 50Q: 3 clusters Score -3.651641e+07 nChanged 595
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111973 members
Mstep: Class 2 contains 142581 members
Entering Unmasked Estep
Score: -36514816.000000 Penalty: 4045.362305
Iteration 51Q: 3 clusters Score -3.651482e+07 nChanged 390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111595 members
Mstep: Class 2 contains 142959 members
Entering Unmasked Estep
Score: -36513856.000000 Penalty: 4045.362305
Iteration 52Q: 3 clusters Score -3.651386e+07 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111367 members
Mstep: Class 2 contains 143187 members
Entering Unmasked Estep
Score: -36513160.000000 Penalty: 4045.362305
Iteration 53Q: 3 clusters Score -3.651316e+07 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111222 members
Mstep: Class 2 contains 143332 members
Entering Unmasked Estep
Score: -36512680.000000 Penalty: 4045.362305
Iteration 54Q: 3 clusters Score -3.651268e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111141 members
Mstep: Class 2 contains 143413 members
Entering Unmasked Estep
Score: -36512328.000000 Penalty: 4045.362305
Iteration 55Q: 3 clusters Score -3.651233e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111096 members
Mstep: Class 2 contains 143458 members
Entering Unmasked Estep
Score: -36512208.000000 Penalty: 4045.362305
Iteration 56Q: 3 clusters Score -3.651221e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111075 members
Mstep: Class 2 contains 143479 members
Entering Unmasked Estep
Score: -36512140.000000 Penalty: 4045.362305
Iteration 57Q: 3 clusters Score -3.651214e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111060 members
Mstep: Class 2 contains 143494 members
Entering Unmasked Estep
Score: -36512084.000000 Penalty: 4045.362305
Iteration 58Q: 3 clusters Score -3.651208e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111041 members
Mstep: Class 2 contains 143513 members
Entering Unmasked Estep
Score: -36512004.000000 Penalty: 4045.362305
Iteration 59Q: 3 clusters Score -3.6512e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111033 members
Mstep: Class 2 contains 143521 members
Entering Unmasked Estep
Score: -36512032.000000 Penalty: 4045.362305
Iteration 60F: 3 clusters Score -3.651203e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110988 members
Mstep: Class 2 contains 143566 members
Entering Unmasked Estep
Score: -36511820.000000 Penalty: 4045.362305
Iteration 61Q: 3 clusters Score -3.651182e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110939 members
Mstep: Class 2 contains 143615 members
Entering Unmasked Estep
Score: -36511708.000000 Penalty: 4045.362305
Iteration 62Q: 3 clusters Score -3.651171e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110902 members
Mstep: Class 2 contains 143652 members
Entering Unmasked Estep
Score: -36511588.000000 Penalty: 4045.362305
Iteration 63Q: 3 clusters Score -3.651159e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110874 members
Mstep: Class 2 contains 143680 members
Entering Unmasked Estep
Score: -36511520.000000 Penalty: 4045.362305
Iteration 64Q: 3 clusters Score -3.651152e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110856 members
Mstep: Class 2 contains 143698 members
Entering Unmasked Estep
Score: -36511468.000000 Penalty: 4045.362305
Iteration 65Q: 3 clusters Score -3.651147e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110848 members
Mstep: Class 2 contains 143706 members
Entering Unmasked Estep
Score: -36511444.000000 Penalty: 4045.362305
Iteration 66Q: 3 clusters Score -3.651144e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110842 members
Mstep: Class 2 contains 143712 members
Entering Unmasked Estep
Score: -36511408.000000 Penalty: 4045.362305
Iteration 67Q: 3 clusters Score -3.651141e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110841 members
Mstep: Class 2 contains 143713 members
Entering Unmasked Estep
Score: -36511408.000000 Penalty: 4045.362305
Iteration 68Q: 3 clusters Score -3.651141e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110838 members
Mstep: Class 2 contains 143716 members
Entering Unmasked Estep
Score: -36511396.000000 Penalty: 4045.362305
Iteration 69Q: 3 clusters Score -3.65114e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110833 members
Mstep: Class 2 contains 143721 members
Entering Unmasked Estep
Score: -36511392.000000 Penalty: 4045.362305
Iteration 70Q: 3 clusters Score -3.651139e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110832 members
Mstep: Class 2 contains 143722 members
Entering Unmasked Estep
Score: -36511400.000000 Penalty: 4045.362305
Iteration 71Q: 3 clusters Score -3.65114e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110831 members
Mstep: Class 2 contains 143723 members
Entering Unmasked Estep
Score: -36511400.000000 Penalty: 4045.362305
Iteration 72Q: 3 clusters Score -3.65114e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110831 members
Mstep: Class 2 contains 143723 members
Entering Unmasked Estep
Score: -36511400.000000 Penalty: 4045.362305
Iteration 73F: 3 clusters Score -3.65114e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 128202 members
Mstep: Class 14 contains 144785 members
Mstep: Class 15 contains 110831 members
Mstep: Class 16 contains 206463 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Mstep: Class 30 contains 124954 members
Mstep: Class 31 contains 119790 members
Mstep: Class 32 contains 104337 members
Mstep: Class 33 contains 143723 members
Entering Unmasked Estep
Score: -543882432.000000 Penalty: 81565.648438
Splitting cluster 15 changes total score from -539937536.000000 to -543882432.000000
So it's getting split into cluster 33.
Entering ConstructFrom:
Trying to split cluster 16 (206463 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 206463 members
Entering Unmasked Estep
Score: -28481050.000000 Penalty: 1988.655029
Iteration 0F: 2 clusters Score -2.848105e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103113 members
Mstep: Class 2 contains 103350 members
Entering Unmasked Estep
Score: -28505968.000000 Penalty: 3977.310059
Iteration 0F: 3 clusters Score -2.850597e+07 nChanged 100364
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112031 members
Mstep: Class 2 contains 94432 members
Entering Unmasked Estep
Score: -28574764.000000 Penalty: 3977.310059
Iteration 1F: 3 clusters Score -2.857476e+07 nChanged 17930
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116159 members
Mstep: Class 2 contains 90304 members
Entering Unmasked Estep
Score: -28586720.000000 Penalty: 3977.310059
Iteration 2F: 3 clusters Score -2.858672e+07 nChanged 16142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118555 members
Mstep: Class 2 contains 87908 members
Entering Unmasked Estep
Score: -28599338.000000 Penalty: 3977.310059
Iteration 3F: 3 clusters Score -2.859934e+07 nChanged 16525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119866 members
Mstep: Class 2 contains 86597 members
Entering Unmasked Estep
Score: -28614640.000000 Penalty: 3977.310059
Iteration 4F: 3 clusters Score -2.861464e+07 nChanged 16436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120110 members
Mstep: Class 2 contains 86353 members
Entering Unmasked Estep
Score: -28629144.000000 Penalty: 3977.310059
Iteration 5F: 3 clusters Score -2.862914e+07 nChanged 14905
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119763 members
Mstep: Class 2 contains 86700 members
Entering Unmasked Estep
Score: -28641248.000000 Penalty: 3977.310059
Iteration 6F: 3 clusters Score -2.864125e+07 nChanged 12319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118702 members
Mstep: Class 2 contains 87761 members
Entering Unmasked Estep
Score: -28649658.000000 Penalty: 3977.310059
Iteration 7F: 3 clusters Score -2.864966e+07 nChanged 10163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116751 members
Mstep: Class 2 contains 89712 members
Entering Unmasked Estep
Score: -28655042.000000 Penalty: 3977.310059
Iteration 8Q: 3 clusters Score -2.865504e+07 nChanged 8833
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114234 members
Mstep: Class 2 contains 92229 members
Entering Unmasked Estep
Score: -28658254.000000 Penalty: 3977.310059
Iteration 9Q: 3 clusters Score -2.865825e+07 nChanged 8090
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111406 members
Mstep: Class 2 contains 95057 members
Entering Unmasked Estep
Score: -28660892.000000 Penalty: 3977.310059
Iteration 10Q: 3 clusters Score -2.866089e+07 nChanged 7654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108288 members
Mstep: Class 2 contains 98175 members
Entering Unmasked Estep
Score: -28663440.000000 Penalty: 3977.310059
Iteration 11Q: 3 clusters Score -2.866344e+07 nChanged 7343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105097 members
Mstep: Class 2 contains 101366 members
Entering Unmasked Estep
Score: -28666320.000000 Penalty: 3977.310059
Iteration 12Q: 3 clusters Score -2.866632e+07 nChanged 6824
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101991 members
Mstep: Class 2 contains 104472 members
Entering Unmasked Estep
Score: -28670220.000000 Penalty: 3977.310059
Iteration 13Q: 3 clusters Score -2.867022e+07 nChanged 6515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99132 members
Mstep: Class 2 contains 107331 members
Entering Unmasked Estep
Score: -28674480.000000 Penalty: 3977.310059
Iteration 14Q: 3 clusters Score -2.867448e+07 nChanged 5548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96564 members
Mstep: Class 2 contains 109899 members
Entering Unmasked Estep
Score: -28680460.000000 Penalty: 3977.310059
Iteration 15Q: 3 clusters Score -2.868046e+07 nChanged 4616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94338 members
Mstep: Class 2 contains 112125 members
Entering Unmasked Estep
Score: -28683354.000000 Penalty: 3977.310059
Iteration 16Q: 3 clusters Score -2.868335e+07 nChanged 3638
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92672 members
Mstep: Class 2 contains 113791 members
Entering Unmasked Estep
Score: -28686186.000000 Penalty: 3977.310059
Iteration 17Q: 3 clusters Score -2.868619e+07 nChanged 2759
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91471 members
Mstep: Class 2 contains 114992 members
Entering Unmasked Estep
Score: -28688296.000000 Penalty: 3977.310059
Iteration 18Q: 3 clusters Score -2.86883e+07 nChanged 2196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90535 members
Mstep: Class 2 contains 115928 members
Entering Unmasked Estep
Score: -28689658.000000 Penalty: 3977.310059
Iteration 19Q: 3 clusters Score -2.868966e+07 nChanged 1627
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89794 members
Mstep: Class 2 contains 116669 members
Entering Unmasked Estep
Score: -28690808.000000 Penalty: 3977.310059
Iteration 20F: 3 clusters Score -2.869081e+07 nChanged 1277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89409 members
Mstep: Class 2 contains 117054 members
Entering Unmasked Estep
Score: -28691334.000000 Penalty: 3977.310059
Iteration 21Q: 3 clusters Score -2.869133e+07 nChanged 978
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89215 members
Mstep: Class 2 contains 117248 members
Entering Unmasked Estep
Score: -28691688.000000 Penalty: 3977.310059
Iteration 22Q: 3 clusters Score -2.869169e+07 nChanged 644
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89117 members
Mstep: Class 2 contains 117346 members
Entering Unmasked Estep
Score: -28691698.000000 Penalty: 3977.310059
Iteration 23Q: 3 clusters Score -2.86917e+07 nChanged 396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89099 members
Mstep: Class 2 contains 117364 members
Entering Unmasked Estep
Score: -28691790.000000 Penalty: 3977.310059
Iteration 24Q: 3 clusters Score -2.869179e+07 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89128 members
Mstep: Class 2 contains 117335 members
Entering Unmasked Estep
Score: -28691760.000000 Penalty: 3977.310059
Iteration 25Q: 3 clusters Score -2.869176e+07 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89216 members
Mstep: Class 2 contains 117247 members
Entering Unmasked Estep
Score: -28691766.000000 Penalty: 3977.310059
Iteration 26Q: 3 clusters Score -2.869177e+07 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89296 members
Mstep: Class 2 contains 117167 members
Entering Unmasked Estep
Score: -28691650.000000 Penalty: 3977.310059
Iteration 27Q: 3 clusters Score -2.869165e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89391 members
Mstep: Class 2 contains 117072 members
Entering Unmasked Estep
Score: -28691524.000000 Penalty: 3977.310059
Iteration 28Q: 3 clusters Score -2.869152e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89476 members
Mstep: Class 2 contains 116987 members
Entering Unmasked Estep
Score: -28691498.000000 Penalty: 3977.310059
Iteration 29Q: 3 clusters Score -2.86915e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89553 members
Mstep: Class 2 contains 116910 members
Entering Unmasked Estep
Score: -28691470.000000 Penalty: 3977.310059
Iteration 30Q: 3 clusters Score -2.869147e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89603 members
Mstep: Class 2 contains 116860 members
Entering Unmasked Estep
Score: -28691478.000000 Penalty: 3977.310059
Iteration 31Q: 3 clusters Score -2.869148e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89650 members
Mstep: Class 2 contains 116813 members
Entering Unmasked Estep
Score: -28691518.000000 Penalty: 3977.310059
Iteration 32Q: 3 clusters Score -2.869152e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89680 members
Mstep: Class 2 contains 116783 members
Entering Unmasked Estep
Score: -28691504.000000 Penalty: 3977.310059
Iteration 33Q: 3 clusters Score -2.86915e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89706 members
Mstep: Class 2 contains 116757 members
Entering Unmasked Estep
Score: -28691500.000000 Penalty: 3977.310059
Iteration 34Q: 3 clusters Score -2.86915e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89728 members
Mstep: Class 2 contains 116735 members
Entering Unmasked Estep
Score: -28691472.000000 Penalty: 3977.310059
Iteration 35Q: 3 clusters Score -2.869147e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89748 members
Mstep: Class 2 contains 116715 members
Entering Unmasked Estep
Score: -28691424.000000 Penalty: 3977.310059
Iteration 36Q: 3 clusters Score -2.869142e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89769 members
Mstep: Class 2 contains 116694 members
Entering Unmasked Estep
Score: -28691452.000000 Penalty: 3977.310059
Iteration 37Q: 3 clusters Score -2.869145e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89786 members
Mstep: Class 2 contains 116677 members
Entering Unmasked Estep
Score: -28691416.000000 Penalty: 3977.310059
Iteration 38Q: 3 clusters Score -2.869142e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89800 members
Mstep: Class 2 contains 116663 members
Entering Unmasked Estep
Score: -28691420.000000 Penalty: 3977.310059
Iteration 39Q: 3 clusters Score -2.869142e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89819 members
Mstep: Class 2 contains 116644 members
Entering Unmasked Estep
Score: -28691412.000000 Penalty: 3977.310059
Iteration 40F: 3 clusters Score -2.869141e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89835 members
Mstep: Class 2 contains 116628 members
Entering Unmasked Estep
Score: -28691466.000000 Penalty: 3977.310059
Iteration 41Q: 3 clusters Score -2.869147e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89859 members
Mstep: Class 2 contains 116604 members
Entering Unmasked Estep
Score: -28691444.000000 Penalty: 3977.310059
Iteration 42Q: 3 clusters Score -2.869144e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89876 members
Mstep: Class 2 contains 116587 members
Entering Unmasked Estep
Score: -28691412.000000 Penalty: 3977.310059
Iteration 43Q: 3 clusters Score -2.869141e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89887 members
Mstep: Class 2 contains 116576 members
Entering Unmasked Estep
Score: -28691390.000000 Penalty: 3977.310059
Iteration 44Q: 3 clusters Score -2.869139e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89899 members
Mstep: Class 2 contains 116564 members
Entering Unmasked Estep
Score: -28691364.000000 Penalty: 3977.310059
Iteration 45Q: 3 clusters Score -2.869136e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89911 members
Mstep: Class 2 contains 116552 members
Entering Unmasked Estep
Score: -28691370.000000 Penalty: 3977.310059
Iteration 46Q: 3 clusters Score -2.869137e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89916 members
Mstep: Class 2 contains 116547 members
Entering Unmasked Estep
Score: -28691362.000000 Penalty: 3977.310059
Iteration 47Q: 3 clusters Score -2.869136e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89921 members
Mstep: Class 2 contains 116542 members
Entering Unmasked Estep
Score: -28691368.000000 Penalty: 3977.310059
Iteration 48Q: 3 clusters Score -2.869137e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89922 members
Mstep: Class 2 contains 116541 members
Entering Unmasked Estep
Score: -28691366.000000 Penalty: 3977.310059
Iteration 49Q: 3 clusters Score -2.869137e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89923 members
Mstep: Class 2 contains 116540 members
Entering Unmasked Estep
Score: -28691384.000000 Penalty: 3977.310059
Iteration 50Q: 3 clusters Score -2.869138e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89925 members
Mstep: Class 2 contains 116538 members
Entering Unmasked Estep
Score: -28691384.000000 Penalty: 3977.310059
Iteration 51Q: 3 clusters Score -2.869138e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89926 members
Mstep: Class 2 contains 116537 members
Entering Unmasked Estep
Score: -28691390.000000 Penalty: 3977.310059
Iteration 52Q: 3 clusters Score -2.869139e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89926 members
Mstep: Class 2 contains 116537 members
Entering Unmasked Estep
Score: -28691390.000000 Penalty: 3977.310059
Iteration 53F: 3 clusters Score -2.869139e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 128202 members
Mstep: Class 14 contains 144785 members
Mstep: Class 15 contains 110831 members
Mstep: Class 16 contains 89926 members
Mstep: Class 17 contains 251281 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Mstep: Class 30 contains 124954 members
Mstep: Class 31 contains 119790 members
Mstep: Class 32 contains 104337 members
Mstep: Class 33 contains 143723 members
Mstep: Class 34 contains 116537 members
Entering Unmasked Estep
Score: -544007424.000000 Penalty: 84037.335938
Splitting cluster 16 changes total score from -539937536.000000 to -544007424.000000
So it's getting split into cluster 34.
Entering ConstructFrom:
Trying to split cluster 17 (251281 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 251281 members
Entering Unmasked Estep
Score: -34008108.000000 Penalty: 2020.578125
Iteration 0F: 2 clusters Score -3.400811e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125813 members
Mstep: Class 2 contains 125468 members
Entering Unmasked Estep
Score: -34000040.000000 Penalty: 4041.156250
Iteration 0F: 3 clusters Score -3.400004e+07 nChanged 122610
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128971 members
Mstep: Class 2 contains 122310 members
Entering Unmasked Estep
Score: -34084452.000000 Penalty: 4041.156250
Iteration 1F: 3 clusters Score -3.408445e+07 nChanged 19897
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126732 members
Mstep: Class 2 contains 124549 members
Entering Unmasked Estep
Score: -34096120.000000 Penalty: 4041.156250
Iteration 2F: 3 clusters Score -3.409612e+07 nChanged 20384
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124190 members
Mstep: Class 2 contains 127091 members
Entering Unmasked Estep
Score: -34106492.000000 Penalty: 4041.156250
Iteration 3F: 3 clusters Score -3.410649e+07 nChanged 18804
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121012 members
Mstep: Class 2 contains 130269 members
Entering Unmasked Estep
Score: -34114756.000000 Penalty: 4041.156250
Iteration 4F: 3 clusters Score -3.411476e+07 nChanged 16742
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117576 members
Mstep: Class 2 contains 133705 members
Entering Unmasked Estep
Score: -34121080.000000 Penalty: 4041.156250
Iteration 5F: 3 clusters Score -3.412108e+07 nChanged 13611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114627 members
Mstep: Class 2 contains 136654 members
Entering Unmasked Estep
Score: -34124304.000000 Penalty: 4041.156250
Iteration 6F: 3 clusters Score -3.41243e+07 nChanged 11303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112770 members
Mstep: Class 2 contains 138511 members
Entering Unmasked Estep
Score: -34125896.000000 Penalty: 4041.156250
Iteration 7Q: 3 clusters Score -3.41259e+07 nChanged 9191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112199 members
Mstep: Class 2 contains 139082 members
Entering Unmasked Estep
Score: -34126112.000000 Penalty: 4041.156250
Iteration 8Q: 3 clusters Score -3.412611e+07 nChanged 7601
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113058 members
Mstep: Class 2 contains 138223 members
Entering Unmasked Estep
Score: -34126768.000000 Penalty: 4041.156250
Iteration 9Q: 3 clusters Score -3.412677e+07 nChanged 6125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115523 members
Mstep: Class 2 contains 135758 members
Entering Unmasked Estep
Score: -34128168.000000 Penalty: 4041.156250
Iteration 10Q: 3 clusters Score -3.412817e+07 nChanged 5375
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119780 members
Mstep: Class 2 contains 131501 members
Entering Unmasked Estep
Score: -34129620.000000 Penalty: 4041.156250
Iteration 11Q: 3 clusters Score -3.412962e+07 nChanged 5555
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124915 members
Mstep: Class 2 contains 126366 members
Entering Unmasked Estep
Score: -34131428.000000 Penalty: 4041.156250
Iteration 12Q: 3 clusters Score -3.413143e+07 nChanged 5555
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129796 members
Mstep: Class 2 contains 121485 members
Entering Unmasked Estep
Score: -34132024.000000 Penalty: 4041.156250
Iteration 13Q: 3 clusters Score -3.413202e+07 nChanged 6148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134214 members
Mstep: Class 2 contains 117067 members
Entering Unmasked Estep
Score: -34132472.000000 Penalty: 4041.156250
Iteration 14Q: 3 clusters Score -3.413247e+07 nChanged 6870
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137948 members
Mstep: Class 2 contains 113333 members
Entering Unmasked Estep
Score: -34131632.000000 Penalty: 4041.156250
Iteration 15Q: 3 clusters Score -3.413163e+07 nChanged 6655
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139365 members
Mstep: Class 2 contains 111916 members
Entering Unmasked Estep
Score: -34131224.000000 Penalty: 4041.156250
Iteration 16Q: 3 clusters Score -3.413122e+07 nChanged 6080
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139023 members
Mstep: Class 2 contains 112258 members
Entering Unmasked Estep
Score: -34132008.000000 Penalty: 4041.156250
Iteration 17Q: 3 clusters Score -3.413201e+07 nChanged 5383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137576 members
Mstep: Class 2 contains 113705 members
Entering Unmasked Estep
Score: -34133460.000000 Penalty: 4041.156250
Iteration 18Q: 3 clusters Score -3.413346e+07 nChanged 4780
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135886 members
Mstep: Class 2 contains 115395 members
Entering Unmasked Estep
Score: -34135072.000000 Penalty: 4041.156250
Iteration 19Q: 3 clusters Score -3.413507e+07 nChanged 4363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133975 members
Mstep: Class 2 contains 117306 members
Entering Unmasked Estep
Score: -34136536.000000 Penalty: 4041.156250
Iteration 20F: 3 clusters Score -3.413654e+07 nChanged 3901
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132260 members
Mstep: Class 2 contains 119021 members
Entering Unmasked Estep
Score: -34137952.000000 Penalty: 4041.156250
Iteration 21Q: 3 clusters Score -3.413795e+07 nChanged 3583
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 130231 members
Mstep: Class 2 contains 121050 members
Entering Unmasked Estep
Score: -34139072.000000 Penalty: 4041.156250
Iteration 22Q: 3 clusters Score -3.413907e+07 nChanged 3311
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128524 members
Mstep: Class 2 contains 122757 members
Entering Unmasked Estep
Score: -34139952.000000 Penalty: 4041.156250
Iteration 23Q: 3 clusters Score -3.413995e+07 nChanged 2997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127263 members
Mstep: Class 2 contains 124018 members
Entering Unmasked Estep
Score: -34140880.000000 Penalty: 4041.156250
Iteration 24Q: 3 clusters Score -3.414088e+07 nChanged 2796
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126469 members
Mstep: Class 2 contains 124812 members
Entering Unmasked Estep
Score: -34141364.000000 Penalty: 4041.156250
Iteration 25Q: 3 clusters Score -3.414136e+07 nChanged 2722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126271 members
Mstep: Class 2 contains 125010 members
Entering Unmasked Estep
Score: -34141764.000000 Penalty: 4041.156250
Iteration 26Q: 3 clusters Score -3.414176e+07 nChanged 2554
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126595 members
Mstep: Class 2 contains 124686 members
Entering Unmasked Estep
Score: -34142032.000000 Penalty: 4041.156250
Iteration 27Q: 3 clusters Score -3.414203e+07 nChanged 2497
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127362 members
Mstep: Class 2 contains 123919 members
Entering Unmasked Estep
Score: -34142216.000000 Penalty: 4041.156250
Iteration 28Q: 3 clusters Score -3.414222e+07 nChanged 2416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128490 members
Mstep: Class 2 contains 122791 members
Entering Unmasked Estep
Score: -34142284.000000 Penalty: 4041.156250
Iteration 29Q: 3 clusters Score -3.414228e+07 nChanged 2624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129856 members
Mstep: Class 2 contains 121425 members
Entering Unmasked Estep
Score: -34142808.000000 Penalty: 4041.156250
Iteration 30Q: 3 clusters Score -3.414281e+07 nChanged 2680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131098 members
Mstep: Class 2 contains 120183 members
Entering Unmasked Estep
Score: -34143192.000000 Penalty: 4041.156250
Iteration 31Q: 3 clusters Score -3.414319e+07 nChanged 2691
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132205 members
Mstep: Class 2 contains 119076 members
Entering Unmasked Estep
Score: -34143524.000000 Penalty: 4041.156250
Iteration 32Q: 3 clusters Score -3.414352e+07 nChanged 2736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133157 members
Mstep: Class 2 contains 118124 members
Entering Unmasked Estep
Score: -34143516.000000 Penalty: 4041.156250
Iteration 33Q: 3 clusters Score -3.414352e+07 nChanged 2868
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134095 members
Mstep: Class 2 contains 117186 members
Entering Unmasked Estep
Score: -34143844.000000 Penalty: 4041.156250
Iteration 34Q: 3 clusters Score -3.414384e+07 nChanged 2861
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135028 members
Mstep: Class 2 contains 116253 members
Entering Unmasked Estep
Score: -34143892.000000 Penalty: 4041.156250
Iteration 35Q: 3 clusters Score -3.414389e+07 nChanged 2719
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135559 members
Mstep: Class 2 contains 115722 members
Entering Unmasked Estep
Score: -34144184.000000 Penalty: 4041.156250
Iteration 36Q: 3 clusters Score -3.414418e+07 nChanged 2556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135755 members
Mstep: Class 2 contains 115526 members
Entering Unmasked Estep
Score: -34144616.000000 Penalty: 4041.156250
Iteration 37Q: 3 clusters Score -3.414462e+07 nChanged 2362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135763 members
Mstep: Class 2 contains 115518 members
Entering Unmasked Estep
Score: -34144960.000000 Penalty: 4041.156250
Iteration 38Q: 3 clusters Score -3.414496e+07 nChanged 2132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135619 members
Mstep: Class 2 contains 115662 members
Entering Unmasked Estep
Score: -34145576.000000 Penalty: 4041.156250
Iteration 39Q: 3 clusters Score -3.414558e+07 nChanged 2003
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135402 members
Mstep: Class 2 contains 115879 members
Entering Unmasked Estep
Score: -34145852.000000 Penalty: 4041.156250
Iteration 40F: 3 clusters Score -3.414585e+07 nChanged 1876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135212 members
Mstep: Class 2 contains 116069 members
Entering Unmasked Estep
Score: -34146044.000000 Penalty: 4041.156250
Iteration 41Q: 3 clusters Score -3.414604e+07 nChanged 1846
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135034 members
Mstep: Class 2 contains 116247 members
Entering Unmasked Estep
Score: -34146224.000000 Penalty: 4041.156250
Iteration 42Q: 3 clusters Score -3.414622e+07 nChanged 1725
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134949 members
Mstep: Class 2 contains 116332 members
Entering Unmasked Estep
Score: -34146352.000000 Penalty: 4041.156250
Iteration 43Q: 3 clusters Score -3.414635e+07 nChanged 1614
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134963 members
Mstep: Class 2 contains 116318 members
Entering Unmasked Estep
Score: -34146504.000000 Penalty: 4041.156250
Iteration 44Q: 3 clusters Score -3.41465e+07 nChanged 1528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134967 members
Mstep: Class 2 contains 116314 members
Entering Unmasked Estep
Score: -34146720.000000 Penalty: 4041.156250
Iteration 45Q: 3 clusters Score -3.414672e+07 nChanged 1349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134962 members
Mstep: Class 2 contains 116319 members
Entering Unmasked Estep
Score: -34146912.000000 Penalty: 4041.156250
Iteration 46Q: 3 clusters Score -3.414691e+07 nChanged 1277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134987 members
Mstep: Class 2 contains 116294 members
Entering Unmasked Estep
Score: -34147040.000000 Penalty: 4041.156250
Iteration 47Q: 3 clusters Score -3.414704e+07 nChanged 1141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134956 members
Mstep: Class 2 contains 116325 members
Entering Unmasked Estep
Score: -34147148.000000 Penalty: 4041.156250
Iteration 48Q: 3 clusters Score -3.414715e+07 nChanged 1013
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134921 members
Mstep: Class 2 contains 116360 members
Entering Unmasked Estep
Score: -34147312.000000 Penalty: 4041.156250
Iteration 49Q: 3 clusters Score -3.414731e+07 nChanged 891
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134880 members
Mstep: Class 2 contains 116401 members
Entering Unmasked Estep
Score: -34147380.000000 Penalty: 4041.156250
Iteration 50Q: 3 clusters Score -3.414738e+07 nChanged 863
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134853 members
Mstep: Class 2 contains 116428 members
Entering Unmasked Estep
Score: -34147520.000000 Penalty: 4041.156250
Iteration 51Q: 3 clusters Score -3.414752e+07 nChanged 728
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134843 members
Mstep: Class 2 contains 116438 members
Entering Unmasked Estep
Score: -34147740.000000 Penalty: 4041.156250
Iteration 52Q: 3 clusters Score -3.414774e+07 nChanged 676
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134827 members
Mstep: Class 2 contains 116454 members
Entering Unmasked Estep
Score: -34147792.000000 Penalty: 4041.156250
Iteration 53Q: 3 clusters Score -3.414779e+07 nChanged 573
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134846 members
Mstep: Class 2 contains 116435 members
Entering Unmasked Estep
Score: -34147852.000000 Penalty: 4041.156250
Iteration 54Q: 3 clusters Score -3.414785e+07 nChanged 461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134865 members
Mstep: Class 2 contains 116416 members
Entering Unmasked Estep
Score: -34147964.000000 Penalty: 4041.156250
Iteration 55Q: 3 clusters Score -3.414796e+07 nChanged 425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134864 members
Mstep: Class 2 contains 116417 members
Entering Unmasked Estep
Score: -34148012.000000 Penalty: 4041.156250
Iteration 56Q: 3 clusters Score -3.414801e+07 nChanged 390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134876 members
Mstep: Class 2 contains 116405 members
Entering Unmasked Estep
Score: -34147988.000000 Penalty: 4041.156250
Iteration 57Q: 3 clusters Score -3.414799e+07 nChanged 303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134869 members
Mstep: Class 2 contains 116412 members
Entering Unmasked Estep
Score: -34148012.000000 Penalty: 4041.156250
Iteration 58Q: 3 clusters Score -3.414801e+07 nChanged 278
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134837 members
Mstep: Class 2 contains 116444 members
Entering Unmasked Estep
Score: -34148104.000000 Penalty: 4041.156250
Iteration 59Q: 3 clusters Score -3.41481e+07 nChanged 263
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134780 members
Mstep: Class 2 contains 116501 members
Entering Unmasked Estep
Score: -34148136.000000 Penalty: 4041.156250
Iteration 60F: 3 clusters Score -3.414814e+07 nChanged 239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134775 members
Mstep: Class 2 contains 116506 members
Entering Unmasked Estep
Score: -34148156.000000 Penalty: 4041.156250
Iteration 61Q: 3 clusters Score -3.414816e+07 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134758 members
Mstep: Class 2 contains 116523 members
Entering Unmasked Estep
Score: -34148180.000000 Penalty: 4041.156250
Iteration 62Q: 3 clusters Score -3.414818e+07 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134743 members
Mstep: Class 2 contains 116538 members
Entering Unmasked Estep
Score: -34148208.000000 Penalty: 4041.156250
Iteration 63Q: 3 clusters Score -3.414821e+07 nChanged 234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134745 members
Mstep: Class 2 contains 116536 members
Entering Unmasked Estep
Score: -34148184.000000 Penalty: 4041.156250
Iteration 64Q: 3 clusters Score -3.414818e+07 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134738 members
Mstep: Class 2 contains 116543 members
Entering Unmasked Estep
Score: -34148252.000000 Penalty: 4041.156250
Iteration 65Q: 3 clusters Score -3.414825e+07 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134751 members
Mstep: Class 2 contains 116530 members
Entering Unmasked Estep
Score: -34148204.000000 Penalty: 4041.156250
Iteration 66Q: 3 clusters Score -3.41482e+07 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134760 members
Mstep: Class 2 contains 116521 members
Entering Unmasked Estep
Score: -34148156.000000 Penalty: 4041.156250
Iteration 67Q: 3 clusters Score -3.414816e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134746 members
Mstep: Class 2 contains 116535 members
Entering Unmasked Estep
Score: -34148156.000000 Penalty: 4041.156250
Iteration 68Q: 3 clusters Score -3.414816e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134729 members
Mstep: Class 2 contains 116552 members
Entering Unmasked Estep
Score: -34148132.000000 Penalty: 4041.156250
Iteration 69Q: 3 clusters Score -3.414813e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134733 members
Mstep: Class 2 contains 116548 members
Entering Unmasked Estep
Score: -34148132.000000 Penalty: 4041.156250
Iteration 70Q: 3 clusters Score -3.414813e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134748 members
Mstep: Class 2 contains 116533 members
Entering Unmasked Estep
Score: -34148104.000000 Penalty: 4041.156250
Iteration 71Q: 3 clusters Score -3.41481e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134772 members
Mstep: Class 2 contains 116509 members
Entering Unmasked Estep
Score: -34148088.000000 Penalty: 4041.156250
Iteration 72Q: 3 clusters Score -3.414809e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134794 members
Mstep: Class 2 contains 116487 members
Entering Unmasked Estep
Score: -34148064.000000 Penalty: 4041.156250
Iteration 73Q: 3 clusters Score -3.414806e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134794 members
Mstep: Class 2 contains 116487 members
Entering Unmasked Estep
Score: -34148088.000000 Penalty: 4041.156250
Iteration 74Q: 3 clusters Score -3.414809e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134800 members
Mstep: Class 2 contains 116481 members
Entering Unmasked Estep
Score: -34148120.000000 Penalty: 4041.156250
Iteration 75Q: 3 clusters Score -3.414812e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134804 members
Mstep: Class 2 contains 116477 members
Entering Unmasked Estep
Score: -34148132.000000 Penalty: 4041.156250
Iteration 76Q: 3 clusters Score -3.414813e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134808 members
Mstep: Class 2 contains 116473 members
Entering Unmasked Estep
Score: -34148144.000000 Penalty: 4041.156250
Iteration 77Q: 3 clusters Score -3.414814e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134812 members
Mstep: Class 2 contains 116469 members
Entering Unmasked Estep
Score: -34148184.000000 Penalty: 4041.156250
Iteration 78Q: 3 clusters Score -3.414818e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134814 members
Mstep: Class 2 contains 116467 members
Entering Unmasked Estep
Score: -34148172.000000 Penalty: 4041.156250
Iteration 79Q: 3 clusters Score -3.414817e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134819 members
Mstep: Class 2 contains 116462 members
Entering Unmasked Estep
Score: -34148176.000000 Penalty: 4041.156250
Iteration 80F: 3 clusters Score -3.414818e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134819 members
Mstep: Class 2 contains 116462 members
Entering Unmasked Estep
Score: -34148192.000000 Penalty: 4041.156250
Iteration 81Q: 3 clusters Score -3.414819e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134826 members
Mstep: Class 2 contains 116455 members
Entering Unmasked Estep
Score: -34148200.000000 Penalty: 4041.156250
Iteration 82Q: 3 clusters Score -3.41482e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134827 members
Mstep: Class 2 contains 116454 members
Entering Unmasked Estep
Score: -34148188.000000 Penalty: 4041.156250
Iteration 83Q: 3 clusters Score -3.414819e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134827 members
Mstep: Class 2 contains 116454 members
Entering Unmasked Estep
Score: -34148192.000000 Penalty: 4041.156250
Iteration 84Q: 3 clusters Score -3.414819e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134828 members
Mstep: Class 2 contains 116453 members
Entering Unmasked Estep
Score: -34148208.000000 Penalty: 4041.156250
Iteration 85Q: 3 clusters Score -3.414821e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134827 members
Mstep: Class 2 contains 116454 members
Entering Unmasked Estep
Score: -34148180.000000 Penalty: 4041.156250
Iteration 86Q: 3 clusters Score -3.414818e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134825 members
Mstep: Class 2 contains 116456 members
Entering Unmasked Estep
Score: -34148236.000000 Penalty: 4041.156250
Iteration 87Q: 3 clusters Score -3.414824e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134819 members
Mstep: Class 2 contains 116462 members
Entering Unmasked Estep
Score: -34148208.000000 Penalty: 4041.156250
Iteration 88Q: 3 clusters Score -3.414821e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134818 members
Mstep: Class 2 contains 116463 members
Entering Unmasked Estep
Score: -34148224.000000 Penalty: 4041.156250
Iteration 89Q: 3 clusters Score -3.414822e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134819 members
Mstep: Class 2 contains 116462 members
Entering Unmasked Estep
Score: -34148208.000000 Penalty: 4041.156250
Iteration 90Q: 3 clusters Score -3.414821e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134820 members
Mstep: Class 2 contains 116461 members
Entering Unmasked Estep
Score: -34148216.000000 Penalty: 4041.156250
Iteration 91Q: 3 clusters Score -3.414822e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134822 members
Mstep: Class 2 contains 116459 members
Entering Unmasked Estep
Score: -34148224.000000 Penalty: 4041.156250
Iteration 92Q: 3 clusters Score -3.414822e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134820 members
Mstep: Class 2 contains 116461 members
Entering Unmasked Estep
Score: -34148236.000000 Penalty: 4041.156250
Iteration 93Q: 3 clusters Score -3.414824e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134818 members
Mstep: Class 2 contains 116463 members
Entering Unmasked Estep
Score: -34148216.000000 Penalty: 4041.156250
Iteration 94Q: 3 clusters Score -3.414822e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134815 members
Mstep: Class 2 contains 116466 members
Entering Unmasked Estep
Score: -34148236.000000 Penalty: 4041.156250
Iteration 95Q: 3 clusters Score -3.414824e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134813 members
Mstep: Class 2 contains 116468 members
Entering Unmasked Estep
Score: -34148212.000000 Penalty: 4041.156250
Iteration 96Q: 3 clusters Score -3.414821e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134815 members
Mstep: Class 2 contains 116466 members
Entering Unmasked Estep
Score: -34148240.000000 Penalty: 4041.156250
Iteration 97Q: 3 clusters Score -3.414824e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134819 members
Mstep: Class 2 contains 116462 members
Entering Unmasked Estep
Score: -34148264.000000 Penalty: 4041.156250
Iteration 98Q: 3 clusters Score -3.414826e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134815 members
Mstep: Class 2 contains 116466 members
Entering Unmasked Estep
Score: -34148236.000000 Penalty: 4041.156250
Iteration 99Q: 3 clusters Score -3.414824e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134813 members
Mstep: Class 2 contains 116468 members
Entering Unmasked Estep
Score: -34148252.000000 Penalty: 4041.156250
Iteration 100F: 3 clusters Score -3.414825e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134811 members
Mstep: Class 2 contains 116470 members
Entering Unmasked Estep
Score: -34148252.000000 Penalty: 4041.156250
Iteration 101Q: 3 clusters Score -3.414825e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134812 members
Mstep: Class 2 contains 116469 members
Entering Unmasked Estep
Score: -34148272.000000 Penalty: 4041.156250
Iteration 102Q: 3 clusters Score -3.414827e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134811 members
Mstep: Class 2 contains 116470 members
Entering Unmasked Estep
Score: -34148256.000000 Penalty: 4041.156250
Iteration 103Q: 3 clusters Score -3.414826e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134810 members
Mstep: Class 2 contains 116471 members
Entering Unmasked Estep
Score: -34148264.000000 Penalty: 4041.156250
Iteration 104Q: 3 clusters Score -3.414826e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134810 members
Mstep: Class 2 contains 116471 members
Entering Unmasked Estep
Score: -34148264.000000 Penalty: 4041.156250
Iteration 105F: 3 clusters Score -3.414826e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 128202 members
Mstep: Class 14 contains 144785 members
Mstep: Class 15 contains 110831 members
Mstep: Class 16 contains 89926 members
Mstep: Class 17 contains 134810 members
Mstep: Class 18 contains 149460 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Mstep: Class 30 contains 124954 members
Mstep: Class 31 contains 119790 members
Mstep: Class 32 contains 104337 members
Mstep: Class 33 contains 143723 members
Mstep: Class 34 contains 116537 members
Mstep: Class 35 contains 116471 members
Entering Unmasked Estep
Score: -544066432.000000 Penalty: 86509.023438
Splitting cluster 17 changes total score from -539937536.000000 to -544066432.000000
So it's getting split into cluster 35.
Entering ConstructFrom:
Trying to split cluster 18 (149460 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149460 members
Entering Unmasked Estep
Score: -20493238.000000 Penalty: 1936.152466
Iteration 0F: 2 clusters Score -2.049324e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74724 members
Mstep: Class 2 contains 74736 members
Entering Unmasked Estep
Score: -20491264.000000 Penalty: 3872.304932
Iteration 0F: 3 clusters Score -2.049126e+07 nChanged 72156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73028 members
Mstep: Class 2 contains 76432 members
Entering Unmasked Estep
Score: -20534976.000000 Penalty: 3872.304932
Iteration 1F: 3 clusters Score -2.053498e+07 nChanged 9919
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72999 members
Mstep: Class 2 contains 76461 members
Entering Unmasked Estep
Score: -20539364.000000 Penalty: 3872.304932
Iteration 2F: 3 clusters Score -2.053936e+07 nChanged 10314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73477 members
Mstep: Class 2 contains 75983 members
Entering Unmasked Estep
Score: -20545906.000000 Penalty: 3872.304932
Iteration 3F: 3 clusters Score -2.054591e+07 nChanged 11727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73554 members
Mstep: Class 2 contains 75906 members
Entering Unmasked Estep
Score: -20556556.000000 Penalty: 3872.304932
Iteration 4F: 3 clusters Score -2.055656e+07 nChanged 12991
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73571 members
Mstep: Class 2 contains 75889 members
Entering Unmasked Estep
Score: -20569676.000000 Penalty: 3872.304932
Iteration 5F: 3 clusters Score -2.056968e+07 nChanged 12199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73574 members
Mstep: Class 2 contains 75886 members
Entering Unmasked Estep
Score: -20580952.000000 Penalty: 3872.304932
Iteration 6F: 3 clusters Score -2.058095e+07 nChanged 9596
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73296 members
Mstep: Class 2 contains 76164 members
Entering Unmasked Estep
Score: -20588874.000000 Penalty: 3872.304932
Iteration 7F: 3 clusters Score -2.058887e+07 nChanged 7622
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73128 members
Mstep: Class 2 contains 76332 members
Entering Unmasked Estep
Score: -20595836.000000 Penalty: 3872.304932
Iteration 8F: 3 clusters Score -2.059584e+07 nChanged 6919
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72773 members
Mstep: Class 2 contains 76687 members
Entering Unmasked Estep
Score: -20603424.000000 Penalty: 3872.304932
Iteration 9Q: 3 clusters Score -2.060342e+07 nChanged 6662
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72067 members
Mstep: Class 2 contains 77393 members
Entering Unmasked Estep
Score: -20612628.000000 Penalty: 3872.304932
Iteration 10Q: 3 clusters Score -2.061263e+07 nChanged 6181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70832 members
Mstep: Class 2 contains 78628 members
Entering Unmasked Estep
Score: -20620078.000000 Penalty: 3872.304932
Iteration 11Q: 3 clusters Score -2.062008e+07 nChanged 4860
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68954 members
Mstep: Class 2 contains 80506 members
Entering Unmasked Estep
Score: -20624936.000000 Penalty: 3872.304932
Iteration 12Q: 3 clusters Score -2.062494e+07 nChanged 3474
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66752 members
Mstep: Class 2 contains 82708 members
Entering Unmasked Estep
Score: -20629038.000000 Penalty: 3872.304932
Iteration 13Q: 3 clusters Score -2.062904e+07 nChanged 2664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64618 members
Mstep: Class 2 contains 84842 members
Entering Unmasked Estep
Score: -20632964.000000 Penalty: 3872.304932
Iteration 14Q: 3 clusters Score -2.063296e+07 nChanged 2173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62711 members
Mstep: Class 2 contains 86749 members
Entering Unmasked Estep
Score: -20636518.000000 Penalty: 3872.304932
Iteration 15Q: 3 clusters Score -2.063652e+07 nChanged 1548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61333 members
Mstep: Class 2 contains 88127 members
Entering Unmasked Estep
Score: -20639256.000000 Penalty: 3872.304932
Iteration 16Q: 3 clusters Score -2.063926e+07 nChanged 937
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60490 members
Mstep: Class 2 contains 88970 members
Entering Unmasked Estep
Score: -20640460.000000 Penalty: 3872.304932
Iteration 17Q: 3 clusters Score -2.064046e+07 nChanged 442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60070 members
Mstep: Class 2 contains 89390 members
Entering Unmasked Estep
Score: -20640612.000000 Penalty: 3872.304932
Iteration 18Q: 3 clusters Score -2.064061e+07 nChanged 215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59859 members
Mstep: Class 2 contains 89601 members
Entering Unmasked Estep
Score: -20640714.000000 Penalty: 3872.304932
Iteration 19Q: 3 clusters Score -2.064071e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59747 members
Mstep: Class 2 contains 89713 members
Entering Unmasked Estep
Score: -20640982.000000 Penalty: 3872.304932
Iteration 20F: 3 clusters Score -2.064098e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59622 members
Mstep: Class 2 contains 89838 members
Entering Unmasked Estep
Score: -20641078.000000 Penalty: 3872.304932
Iteration 21Q: 3 clusters Score -2.064108e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59565 members
Mstep: Class 2 contains 89895 members
Entering Unmasked Estep
Score: -20641070.000000 Penalty: 3872.304932
Iteration 22Q: 3 clusters Score -2.064107e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59536 members
Mstep: Class 2 contains 89924 members
Entering Unmasked Estep
Score: -20641116.000000 Penalty: 3872.304932
Iteration 23Q: 3 clusters Score -2.064112e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59523 members
Mstep: Class 2 contains 89937 members
Entering Unmasked Estep
Score: -20641136.000000 Penalty: 3872.304932
Iteration 24Q: 3 clusters Score -2.064114e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59515 members
Mstep: Class 2 contains 89945 members
Entering Unmasked Estep
Score: -20641118.000000 Penalty: 3872.304932
Iteration 25Q: 3 clusters Score -2.064112e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59515 members
Mstep: Class 2 contains 89945 members
Entering Unmasked Estep
Score: -20641110.000000 Penalty: 3872.304932
Iteration 26Q: 3 clusters Score -2.064111e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59515 members
Mstep: Class 2 contains 89945 members
Entering Unmasked Estep
Score: -20641110.000000 Penalty: 3872.304932
Iteration 27F: 3 clusters Score -2.064111e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 128202 members
Mstep: Class 14 contains 144785 members
Mstep: Class 15 contains 110831 members
Mstep: Class 16 contains 89926 members
Mstep: Class 17 contains 134810 members
Mstep: Class 18 contains 59515 members
Mstep: Class 19 contains 137113 members
Mstep: Class 20 contains 68737 members
Mstep: Class 21 contains 121877 members
Mstep: Class 22 contains 74979 members
Mstep: Class 23 contains 69786 members
Mstep: Class 24 contains 130177 members
Mstep: Class 25 contains 132549 members
Mstep: Class 26 contains 129332 members
Mstep: Class 27 contains 88615 members
Mstep: Class 28 contains 144121 members
Mstep: Class 29 contains 135093 members
Mstep: Class 30 contains 124954 members
Mstep: Class 31 contains 119790 members
Mstep: Class 32 contains 104337 members
Mstep: Class 33 contains 143723 members
Mstep: Class 34 contains 116537 members
Mstep: Class 35 contains 116471 members
Mstep: Class 36 contains 89945 members
Entering Unmasked Estep
Score: -544168832.000000 Penalty: 88980.710938
Splitting cluster 18 changes total score from -539937536.000000 to -544168832.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep
Mstep: Class 0 contains 1499 members
Mstep: Class 1 contains 137109 members
Mstep: Class 2 contains 111200 members
Mstep: Class 3 contains 142963 members
Mstep: Class 4 contains 66457 members
Mstep: Class 5 contains 93057 members
Mstep: Class 6 contains 110811 members
Mstep: Class 7 contains 125917 members
Mstep: Class 8 contains 149223 members
Mstep: Class 9 contains 74174 members
Mstep: Class 10 contains 70871 members
Mstep: Class 11 contains 138669 members
Mstep: Class 12 contains 96283 members
Mstep: Class 13 contains 128202 members
Mstep: Class 14 contains 144785 members
Mstep: Class 15 contains 110831 members
Mstep: Class 16 contains 89926 members
Mstep: Class 17 contains 134810 members
Mstep: Class 18 contains 59515 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544613824.000000 Penalty: 88980.710938
Iteration 39Q: 37 clusters Score -5.446138e+08 nChanged 453926
Entering Unmasked Mstep
Mstep: Class 0 contains 1466 members
Mstep: Class 1 contains 143917 members
Mstep: Class 2 contains 96089 members
Mstep: Class 3 contains 148138 members
Mstep: Class 4 contains 70804 members
Mstep: Class 5 contains 97999 members
Mstep: Class 6 contains 136394 members
Mstep: Class 7 contains 138998 members
Mstep: Class 8 contains 145510 members
Mstep: Class 9 contains 86983 members
Mstep: Class 10 contains 80548 members
Mstep: Class 11 contains 144318 members
Mstep: Class 12 contains 103294 members
Mstep: Class 13 contains 152607 members
Mstep: Class 14 contains 148059 members
Mstep: Class 15 contains 122716 members
Mstep: Class 16 contains 93460 members
Mstep: Class 17 contains 141293 members
Mstep: Class 18 contains 59512 members
Mstep: Class 19 contains 143846 members
Mstep: Class 20 contains 64843 members
Mstep: Class 21 contains 119054 members
Mstep: Class 22 contains 69836 members
Mstep: Class 23 contains 66753 members
Mstep: Class 24 contains 128204 members
Mstep: Class 25 contains 121902 members
Mstep: Class 26 contains 124636 members
Mstep: Class 27 contains 79386 members
Mstep: Class 28 contains 113851 members
Mstep: Class 29 contains 125498 members
Mstep: Class 30 contains 111922 members
Mstep: Class 31 contains 121773 members
Mstep: Class 32 contains 94486 members
Mstep: Class 33 contains 137442 members
Mstep: Class 34 contains 109241 members
Mstep: Class 35 contains 103288 members
Mstep: Class 36 contains 86372 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544933888.000000 Penalty: 88980.710938
Iteration 40F: 37 clusters Score -5.449339e+08 nChanged 389686
Entering Unmasked Mstep
Mstep: Class 0 contains 1444 members
Mstep: Class 1 contains 141931 members
Mstep: Class 2 contains 76125 members
Mstep: Class 3 contains 145279 members
Mstep: Class 4 contains 71641 members
Mstep: Class 5 contains 91111 members
Mstep: Class 6 contains 133156 members
Mstep: Class 7 contains 136539 members
Mstep: Class 8 contains 117630 members
Mstep: Class 9 contains 87621 members
Mstep: Class 10 contains 66240 members
Mstep: Class 11 contains 140897 members
Mstep: Class 12 contains 93865 members
Mstep: Class 13 contains 149717 members
Mstep: Class 14 contains 128452 members
Mstep: Class 15 contains 137803 members
Mstep: Class 16 contains 88301 members
Mstep: Class 17 contains 133211 members
Mstep: Class 18 contains 59833 members
Mstep: Class 19 contains 151765 members
Mstep: Class 20 contains 73555 members
Mstep: Class 21 contains 125256 members
Mstep: Class 22 contains 68737 members
Mstep: Class 23 contains 67881 members
Mstep: Class 24 contains 129689 members
Mstep: Class 25 contains 139058 members
Mstep: Class 26 contains 124783 members
Mstep: Class 27 contains 87149 members
Mstep: Class 28 contains 127560 members
Mstep: Class 29 contains 134630 members
Mstep: Class 30 contains 125853 members
Mstep: Class 31 contains 128416 members
Mstep: Class 32 contains 98675 members
Mstep: Class 33 contains 152650 members
Mstep: Class 34 contains 107647 members
Mstep: Class 35 contains 101985 members
Mstep: Class 36 contains 88353 members
Entering Unmasked Estep
ConsiderDeletion
Score: -545019968.000000 Penalty: 88980.710938
Iteration 41F: 37 clusters Score -5.4502e+08 nChanged 253803
Entering Unmasked Mstep
Mstep: Class 0 contains 1427 members
Mstep: Class 1 contains 142497 members
Mstep: Class 2 contains 76223 members
Mstep: Class 3 contains 146292 members
Mstep: Class 4 contains 73285 members
Mstep: Class 5 contains 88228 members
Mstep: Class 6 contains 133309 members
Mstep: Class 7 contains 137073 members
Mstep: Class 8 contains 118377 members
Mstep: Class 9 contains 89231 members
Mstep: Class 10 contains 66621 members
Mstep: Class 11 contains 140773 members
Mstep: Class 12 contains 94300 members
Mstep: Class 13 contains 149363 members
Mstep: Class 14 contains 137994 members
Mstep: Class 15 contains 143947 members
Mstep: Class 16 contains 86791 members
Mstep: Class 17 contains 124794 members
Mstep: Class 18 contains 60184 members
Mstep: Class 19 contains 144388 members
Mstep: Class 20 contains 75352 members
Mstep: Class 21 contains 129219 members
Mstep: Class 22 contains 67428 members
Mstep: Class 23 contains 68381 members
Mstep: Class 24 contains 131270 members
Mstep: Class 25 contains 131303 members
Mstep: Class 26 contains 124080 members
Mstep: Class 27 contains 93121 members
Mstep: Class 28 contains 125285 members
Mstep: Class 29 contains 135192 members
Mstep: Class 30 contains 123133 members
Mstep: Class 31 contains 130002 members
Mstep: Class 32 contains 98509 members
Mstep: Class 33 contains 149913 members
Mstep: Class 34 contains 107073 members
Mstep: Class 35 contains 100552 members
Mstep: Class 36 contains 89528 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544986176.000000 Penalty: 88980.710938
Iteration 42F: 37 clusters Score -5.449862e+08 nChanged 142303
Entering Unmasked Mstep
Mstep: Class 0 contains 1416 members
Mstep: Class 1 contains 141079 members
Mstep: Class 2 contains 79406 members
Mstep: Class 3 contains 145190 members
Mstep: Class 4 contains 74442 members
Mstep: Class 5 contains 86198 members
Mstep: Class 6 contains 132260 members
Mstep: Class 7 contains 135988 members
Mstep: Class 8 contains 113367 members
Mstep: Class 9 contains 90157 members
Mstep: Class 10 contains 69429 members
Mstep: Class 11 contains 141914 members
Mstep: Class 12 contains 94776 members
Mstep: Class 13 contains 149185 members
Mstep: Class 14 contains 134027 members
Mstep: Class 15 contains 140801 members
Mstep: Class 16 contains 86008 members
Mstep: Class 17 contains 120667 members
Mstep: Class 18 contains 60409 members
Mstep: Class 19 contains 142890 members
Mstep: Class 20 contains 78188 members
Mstep: Class 21 contains 131423 members
Mstep: Class 22 contains 66635 members
Mstep: Class 23 contains 68262 members
Mstep: Class 24 contains 132663 members
Mstep: Class 25 contains 135752 members
Mstep: Class 26 contains 123608 members
Mstep: Class 27 contains 98056 members
Mstep: Class 28 contains 124171 members
Mstep: Class 29 contains 136611 members
Mstep: Class 30 contains 124047 members
Mstep: Class 31 contains 131000 members
Mstep: Class 32 contains 98221 members
Mstep: Class 33 contains 151303 members
Mstep: Class 34 contains 105843 members
Mstep: Class 35 contains 98753 members
Mstep: Class 36 contains 90293 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544989376.000000 Penalty: 88980.710938
Iteration 43Q: 37 clusters Score -5.449894e+08 nChanged 108150
Entering Unmasked Mstep
Mstep: Class 0 contains 1386 members
Mstep: Class 1 contains 140286 members
Mstep: Class 2 contains 80505 members
Mstep: Class 3 contains 145617 members
Mstep: Class 4 contains 75087 members
Mstep: Class 5 contains 84829 members
Mstep: Class 6 contains 132351 members
Mstep: Class 7 contains 135942 members
Mstep: Class 8 contains 107288 members
Mstep: Class 9 contains 91242 members
Mstep: Class 10 contains 69935 members
Mstep: Class 11 contains 142231 members
Mstep: Class 12 contains 94824 members
Mstep: Class 13 contains 149757 members
Mstep: Class 14 contains 136174 members
Mstep: Class 15 contains 140388 members
Mstep: Class 16 contains 85409 members
Mstep: Class 17 contains 117726 members
Mstep: Class 18 contains 60548 members
Mstep: Class 19 contains 142295 members
Mstep: Class 20 contains 81476 members
Mstep: Class 21 contains 133110 members
Mstep: Class 22 contains 66248 members
Mstep: Class 23 contains 68142 members
Mstep: Class 24 contains 133820 members
Mstep: Class 25 contains 133908 members
Mstep: Class 26 contains 123007 members
Mstep: Class 27 contains 102422 members
Mstep: Class 28 contains 122808 members
Mstep: Class 29 contains 136961 members
Mstep: Class 30 contains 124816 members
Mstep: Class 31 contains 131601 members
Mstep: Class 32 contains 97446 members
Mstep: Class 33 contains 151688 members
Mstep: Class 34 contains 105495 members
Mstep: Class 35 contains 96836 members
Mstep: Class 36 contains 90834 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544973888.000000 Penalty: 88980.710938
Iteration 44Q: 37 clusters Score -5.449739e+08 nChanged 90458
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 139734 members
Mstep: Class 2 contains 82545 members
Mstep: Class 3 contains 145520 members
Mstep: Class 4 contains 75525 members
Mstep: Class 5 contains 83625 members
Mstep: Class 6 contains 132467 members
Mstep: Class 7 contains 135772 members
Mstep: Class 8 contains 101877 members
Mstep: Class 9 contains 92028 members
Mstep: Class 10 contains 70348 members
Mstep: Class 11 contains 142489 members
Mstep: Class 12 contains 95003 members
Mstep: Class 13 contains 150371 members
Mstep: Class 14 contains 135249 members
Mstep: Class 15 contains 139289 members
Mstep: Class 16 contains 85035 members
Mstep: Class 17 contains 115550 members
Mstep: Class 18 contains 60633 members
Mstep: Class 19 contains 141782 members
Mstep: Class 20 contains 84738 members
Mstep: Class 21 contains 134142 members
Mstep: Class 22 contains 66015 members
Mstep: Class 23 contains 68001 members
Mstep: Class 24 contains 134643 members
Mstep: Class 25 contains 135119 members
Mstep: Class 26 contains 122344 members
Mstep: Class 27 contains 105776 members
Mstep: Class 28 contains 122119 members
Mstep: Class 29 contains 137352 members
Mstep: Class 30 contains 126048 members
Mstep: Class 31 contains 132079 members
Mstep: Class 32 contains 96856 members
Mstep: Class 33 contains 152441 members
Mstep: Class 34 contains 104911 members
Mstep: Class 35 contains 94405 members
Mstep: Class 36 contains 91224 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544964032.000000 Penalty: 88980.710938
Iteration 45Q: 37 clusters Score -5.44964e+08 nChanged 77720
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 139499 members
Mstep: Class 2 contains 84732 members
Mstep: Class 3 contains 145894 members
Mstep: Class 4 contains 75831 members
Mstep: Class 5 contains 82780 members
Mstep: Class 6 contains 132816 members
Mstep: Class 7 contains 135513 members
Mstep: Class 8 contains 98603 members
Mstep: Class 9 contains 92539 members
Mstep: Class 10 contains 70304 members
Mstep: Class 11 contains 142708 members
Mstep: Class 12 contains 95380 members
Mstep: Class 13 contains 151142 members
Mstep: Class 14 contains 136034 members
Mstep: Class 15 contains 138350 members
Mstep: Class 16 contains 84672 members
Mstep: Class 17 contains 113729 members
Mstep: Class 18 contains 60697 members
Mstep: Class 19 contains 140890 members
Mstep: Class 20 contains 87633 members
Mstep: Class 21 contains 134989 members
Mstep: Class 22 contains 65781 members
Mstep: Class 23 contains 67909 members
Mstep: Class 24 contains 135257 members
Mstep: Class 25 contains 134366 members
Mstep: Class 26 contains 121635 members
Mstep: Class 27 contains 107886 members
Mstep: Class 28 contains 121032 members
Mstep: Class 29 contains 137367 members
Mstep: Class 30 contains 127323 members
Mstep: Class 31 contains 132192 members
Mstep: Class 32 contains 96230 members
Mstep: Class 33 contains 153004 members
Mstep: Class 34 contains 104523 members
Mstep: Class 35 contains 92252 members
Mstep: Class 36 contains 91563 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544955456.000000 Penalty: 88980.710938
Iteration 46Q: 37 clusters Score -5.449555e+08 nChanged 69389
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 139057 members
Mstep: Class 2 contains 86998 members
Mstep: Class 3 contains 146048 members
Mstep: Class 4 contains 76025 members
Mstep: Class 5 contains 82171 members
Mstep: Class 6 contains 133174 members
Mstep: Class 7 contains 135121 members
Mstep: Class 8 contains 96344 members
Mstep: Class 9 contains 92872 members
Mstep: Class 10 contains 69955 members
Mstep: Class 11 contains 143009 members
Mstep: Class 12 contains 95594 members
Mstep: Class 13 contains 151834 members
Mstep: Class 14 contains 136004 members
Mstep: Class 15 contains 137686 members
Mstep: Class 16 contains 84357 members
Mstep: Class 17 contains 111737 members
Mstep: Class 18 contains 60732 members
Mstep: Class 19 contains 140401 members
Mstep: Class 20 contains 90001 members
Mstep: Class 21 contains 135541 members
Mstep: Class 22 contains 65592 members
Mstep: Class 23 contains 67856 members
Mstep: Class 24 contains 135742 members
Mstep: Class 25 contains 134578 members
Mstep: Class 26 contains 120994 members
Mstep: Class 27 contains 109642 members
Mstep: Class 28 contains 119981 members
Mstep: Class 29 contains 137483 members
Mstep: Class 30 contains 128699 members
Mstep: Class 31 contains 132247 members
Mstep: Class 32 contains 95580 members
Mstep: Class 33 contains 153841 members
Mstep: Class 34 contains 104077 members
Mstep: Class 35 contains 90257 members
Mstep: Class 36 contains 91825 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544939136.000000 Penalty: 88980.710938
Iteration 47Q: 37 clusters Score -5.449391e+08 nChanged 63661
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138644 members
Mstep: Class 2 contains 89250 members
Mstep: Class 3 contains 146304 members
Mstep: Class 4 contains 76182 members
Mstep: Class 5 contains 81725 members
Mstep: Class 6 contains 133435 members
Mstep: Class 7 contains 134813 members
Mstep: Class 8 contains 95011 members
Mstep: Class 9 contains 93195 members
Mstep: Class 10 contains 69395 members
Mstep: Class 11 contains 143192 members
Mstep: Class 12 contains 95867 members
Mstep: Class 13 contains 152603 members
Mstep: Class 14 contains 136279 members
Mstep: Class 15 contains 137281 members
Mstep: Class 16 contains 84122 members
Mstep: Class 17 contains 109631 members
Mstep: Class 18 contains 60763 members
Mstep: Class 19 contains 139871 members
Mstep: Class 20 contains 91962 members
Mstep: Class 21 contains 135889 members
Mstep: Class 22 contains 65425 members
Mstep: Class 23 contains 67907 members
Mstep: Class 24 contains 136184 members
Mstep: Class 25 contains 134401 members
Mstep: Class 26 contains 120260 members
Mstep: Class 27 contains 111332 members
Mstep: Class 28 contains 118672 members
Mstep: Class 29 contains 137711 members
Mstep: Class 30 contains 129815 members
Mstep: Class 31 contains 132217 members
Mstep: Class 32 contains 94990 members
Mstep: Class 33 contains 154658 members
Mstep: Class 34 contains 103708 members
Mstep: Class 35 contains 88395 members
Mstep: Class 36 contains 91966 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544924608.000000 Penalty: 88980.710938
Iteration 48Q: 37 clusters Score -5.449246e+08 nChanged 59070
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138358 members
Mstep: Class 2 contains 91422 members
Mstep: Class 3 contains 146401 members
Mstep: Class 4 contains 76326 members
Mstep: Class 5 contains 81314 members
Mstep: Class 6 contains 133876 members
Mstep: Class 7 contains 134691 members
Mstep: Class 8 contains 94357 members
Mstep: Class 9 contains 93392 members
Mstep: Class 10 contains 68752 members
Mstep: Class 11 contains 143460 members
Mstep: Class 12 contains 96113 members
Mstep: Class 13 contains 153256 members
Mstep: Class 14 contains 136400 members
Mstep: Class 15 contains 136978 members
Mstep: Class 16 contains 83858 members
Mstep: Class 17 contains 107309 members
Mstep: Class 18 contains 60773 members
Mstep: Class 19 contains 139495 members
Mstep: Class 20 contains 93572 members
Mstep: Class 21 contains 136176 members
Mstep: Class 22 contains 65337 members
Mstep: Class 23 contains 68044 members
Mstep: Class 24 contains 136571 members
Mstep: Class 25 contains 134627 members
Mstep: Class 26 contains 119574 members
Mstep: Class 27 contains 112643 members
Mstep: Class 28 contains 117299 members
Mstep: Class 29 contains 137912 members
Mstep: Class 30 contains 130872 members
Mstep: Class 31 contains 132159 members
Mstep: Class 32 contains 94608 members
Mstep: Class 33 contains 155448 members
Mstep: Class 34 contains 103258 members
Mstep: Class 35 contains 86364 members
Mstep: Class 36 contains 92060 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544909248.000000 Penalty: 88980.710938
Iteration 49Q: 37 clusters Score -5.449092e+08 nChanged 56041
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138265 members
Mstep: Class 2 contains 93527 members
Mstep: Class 3 contains 146506 members
Mstep: Class 4 contains 76443 members
Mstep: Class 5 contains 80953 members
Mstep: Class 6 contains 134325 members
Mstep: Class 7 contains 134588 members
Mstep: Class 8 contains 94416 members
Mstep: Class 9 contains 93618 members
Mstep: Class 10 contains 68141 members
Mstep: Class 11 contains 143886 members
Mstep: Class 12 contains 96372 members
Mstep: Class 13 contains 153908 members
Mstep: Class 14 contains 136680 members
Mstep: Class 15 contains 136755 members
Mstep: Class 16 contains 83612 members
Mstep: Class 17 contains 104655 members
Mstep: Class 18 contains 60776 members
Mstep: Class 19 contains 139241 members
Mstep: Class 20 contains 94939 members
Mstep: Class 21 contains 136378 members
Mstep: Class 22 contains 65271 members
Mstep: Class 23 contains 68265 members
Mstep: Class 24 contains 136852 members
Mstep: Class 25 contains 134636 members
Mstep: Class 26 contains 118913 members
Mstep: Class 27 contains 113462 members
Mstep: Class 28 contains 115869 members
Mstep: Class 29 contains 138047 members
Mstep: Class 30 contains 131911 members
Mstep: Class 31 contains 132116 members
Mstep: Class 32 contains 94079 members
Mstep: Class 33 contains 156167 members
Mstep: Class 34 contains 102819 members
Mstep: Class 35 contains 84547 members
Mstep: Class 36 contains 92117 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544895616.000000 Penalty: 88980.710938
Iteration 50Q: 37 clusters Score -5.448956e+08 nChanged 52665
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138321 members
Mstep: Class 2 contains 95553 members
Mstep: Class 3 contains 146554 members
Mstep: Class 4 contains 76534 members
Mstep: Class 5 contains 80658 members
Mstep: Class 6 contains 134684 members
Mstep: Class 7 contains 134332 members
Mstep: Class 8 contains 94930 members
Mstep: Class 9 contains 93760 members
Mstep: Class 10 contains 67803 members
Mstep: Class 11 contains 144280 members
Mstep: Class 12 contains 96557 members
Mstep: Class 13 contains 154652 members
Mstep: Class 14 contains 136802 members
Mstep: Class 15 contains 136548 members
Mstep: Class 16 contains 83323 members
Mstep: Class 17 contains 101766 members
Mstep: Class 18 contains 60778 members
Mstep: Class 19 contains 139130 members
Mstep: Class 20 contains 96150 members
Mstep: Class 21 contains 136560 members
Mstep: Class 22 contains 65235 members
Mstep: Class 23 contains 68509 members
Mstep: Class 24 contains 137057 members
Mstep: Class 25 contains 134733 members
Mstep: Class 26 contains 118245 members
Mstep: Class 27 contains 113996 members
Mstep: Class 28 contains 114457 members
Mstep: Class 29 contains 138357 members
Mstep: Class 30 contains 132933 members
Mstep: Class 31 contains 132092 members
Mstep: Class 32 contains 93632 members
Mstep: Class 33 contains 156826 members
Mstep: Class 34 contains 102376 members
Mstep: Class 35 contains 82796 members
Mstep: Class 36 contains 92136 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544881600.000000 Penalty: 88980.710938
Iteration 51Q: 37 clusters Score -5.448816e+08 nChanged 49229
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138345 members
Mstep: Class 2 contains 97622 members
Mstep: Class 3 contains 146598 members
Mstep: Class 4 contains 76616 members
Mstep: Class 5 contains 80451 members
Mstep: Class 6 contains 135108 members
Mstep: Class 7 contains 134335 members
Mstep: Class 8 contains 95687 members
Mstep: Class 9 contains 93920 members
Mstep: Class 10 contains 67525 members
Mstep: Class 11 contains 144664 members
Mstep: Class 12 contains 96816 members
Mstep: Class 13 contains 155240 members
Mstep: Class 14 contains 137129 members
Mstep: Class 15 contains 136282 members
Mstep: Class 16 contains 83029 members
Mstep: Class 17 contains 98633 members
Mstep: Class 18 contains 60783 members
Mstep: Class 19 contains 139046 members
Mstep: Class 20 contains 97188 members
Mstep: Class 21 contains 136712 members
Mstep: Class 22 contains 65196 members
Mstep: Class 23 contains 68869 members
Mstep: Class 24 contains 137251 members
Mstep: Class 25 contains 134667 members
Mstep: Class 26 contains 117573 members
Mstep: Class 27 contains 114529 members
Mstep: Class 28 contains 112851 members
Mstep: Class 29 contains 138685 members
Mstep: Class 30 contains 133752 members
Mstep: Class 31 contains 132080 members
Mstep: Class 32 contains 93208 members
Mstep: Class 33 contains 157481 members
Mstep: Class 34 contains 101974 members
Mstep: Class 35 contains 81063 members
Mstep: Class 36 contains 92147 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544866944.000000 Penalty: 88980.710938
Iteration 52Q: 37 clusters Score -5.448669e+08 nChanged 46857
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138371 members
Mstep: Class 2 contains 99468 members
Mstep: Class 3 contains 146656 members
Mstep: Class 4 contains 76728 members
Mstep: Class 5 contains 80275 members
Mstep: Class 6 contains 135561 members
Mstep: Class 7 contains 134399 members
Mstep: Class 8 contains 96614 members
Mstep: Class 9 contains 94028 members
Mstep: Class 10 contains 67301 members
Mstep: Class 11 contains 145159 members
Mstep: Class 12 contains 97093 members
Mstep: Class 13 contains 155799 members
Mstep: Class 14 contains 137322 members
Mstep: Class 15 contains 136301 members
Mstep: Class 16 contains 82757 members
Mstep: Class 17 contains 95341 members
Mstep: Class 18 contains 60784 members
Mstep: Class 19 contains 139088 members
Mstep: Class 20 contains 98079 members
Mstep: Class 21 contains 136883 members
Mstep: Class 22 contains 65143 members
Mstep: Class 23 contains 69276 members
Mstep: Class 24 contains 137430 members
Mstep: Class 25 contains 134702 members
Mstep: Class 26 contains 116896 members
Mstep: Class 27 contains 114958 members
Mstep: Class 28 contains 110861 members
Mstep: Class 29 contains 139027 members
Mstep: Class 30 contains 134544 members
Mstep: Class 31 contains 132029 members
Mstep: Class 32 contains 92939 members
Mstep: Class 33 contains 158165 members
Mstep: Class 34 contains 101623 members
Mstep: Class 35 contains 79303 members
Mstep: Class 36 contains 92152 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544852864.000000 Penalty: 88980.710938
Iteration 53Q: 37 clusters Score -5.448529e+08 nChanged 43970
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138294 members
Mstep: Class 2 contains 101129 members
Mstep: Class 3 contains 146641 members
Mstep: Class 4 contains 76822 members
Mstep: Class 5 contains 80075 members
Mstep: Class 6 contains 135967 members
Mstep: Class 7 contains 134389 members
Mstep: Class 8 contains 97528 members
Mstep: Class 9 contains 94128 members
Mstep: Class 10 contains 67147 members
Mstep: Class 11 contains 145501 members
Mstep: Class 12 contains 97372 members
Mstep: Class 13 contains 156319 members
Mstep: Class 14 contains 137569 members
Mstep: Class 15 contains 136251 members
Mstep: Class 16 contains 82506 members
Mstep: Class 17 contains 92057 members
Mstep: Class 18 contains 60781 members
Mstep: Class 19 contains 139263 members
Mstep: Class 20 contains 98877 members
Mstep: Class 21 contains 137052 members
Mstep: Class 22 contains 65106 members
Mstep: Class 23 contains 69712 members
Mstep: Class 24 contains 137592 members
Mstep: Class 25 contains 134782 members
Mstep: Class 26 contains 116266 members
Mstep: Class 27 contains 115375 members
Mstep: Class 28 contains 109333 members
Mstep: Class 29 contains 139468 members
Mstep: Class 30 contains 135111 members
Mstep: Class 31 contains 132015 members
Mstep: Class 32 contains 92722 members
Mstep: Class 33 contains 158793 members
Mstep: Class 34 contains 101273 members
Mstep: Class 35 contains 77718 members
Mstep: Class 36 contains 92121 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544840128.000000 Penalty: 88980.710938
Iteration 54Q: 37 clusters Score -5.448401e+08 nChanged 41028
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138286 members
Mstep: Class 2 contains 102875 members
Mstep: Class 3 contains 146656 members
Mstep: Class 4 contains 76933 members
Mstep: Class 5 contains 79886 members
Mstep: Class 6 contains 136381 members
Mstep: Class 7 contains 134323 members
Mstep: Class 8 contains 98424 members
Mstep: Class 9 contains 94155 members
Mstep: Class 10 contains 67350 members
Mstep: Class 11 contains 145768 members
Mstep: Class 12 contains 97597 members
Mstep: Class 13 contains 156828 members
Mstep: Class 14 contains 137755 members
Mstep: Class 15 contains 136154 members
Mstep: Class 16 contains 82265 members
Mstep: Class 17 contains 89008 members
Mstep: Class 18 contains 60779 members
Mstep: Class 19 contains 139459 members
Mstep: Class 20 contains 99554 members
Mstep: Class 21 contains 137289 members
Mstep: Class 22 contains 65068 members
Mstep: Class 23 contains 70028 members
Mstep: Class 24 contains 137717 members
Mstep: Class 25 contains 134821 members
Mstep: Class 26 contains 115731 members
Mstep: Class 27 contains 115620 members
Mstep: Class 28 contains 107931 members
Mstep: Class 29 contains 139828 members
Mstep: Class 30 contains 135482 members
Mstep: Class 31 contains 131993 members
Mstep: Class 32 contains 92598 members
Mstep: Class 33 contains 159309 members
Mstep: Class 34 contains 100981 members
Mstep: Class 35 contains 76182 members
Mstep: Class 36 contains 92041 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544828352.000000 Penalty: 88980.710938
Iteration 55Q: 37 clusters Score -5.448284e+08 nChanged 39066
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138277 members
Mstep: Class 2 contains 104843 members
Mstep: Class 3 contains 146694 members
Mstep: Class 4 contains 77041 members
Mstep: Class 5 contains 79700 members
Mstep: Class 6 contains 136750 members
Mstep: Class 7 contains 134181 members
Mstep: Class 8 contains 99151 members
Mstep: Class 9 contains 94223 members
Mstep: Class 10 contains 67454 members
Mstep: Class 11 contains 146179 members
Mstep: Class 12 contains 97736 members
Mstep: Class 13 contains 157307 members
Mstep: Class 14 contains 138076 members
Mstep: Class 15 contains 135967 members
Mstep: Class 16 contains 82073 members
Mstep: Class 17 contains 86165 members
Mstep: Class 18 contains 60783 members
Mstep: Class 19 contains 139625 members
Mstep: Class 20 contains 100127 members
Mstep: Class 21 contains 137479 members
Mstep: Class 22 contains 65015 members
Mstep: Class 23 contains 70303 members
Mstep: Class 24 contains 137811 members
Mstep: Class 25 contains 134745 members
Mstep: Class 26 contains 115291 members
Mstep: Class 27 contains 115811 members
Mstep: Class 28 contains 106601 members
Mstep: Class 29 contains 140069 members
Mstep: Class 30 contains 135904 members
Mstep: Class 31 contains 131959 members
Mstep: Class 32 contains 92378 members
Mstep: Class 33 contains 159807 members
Mstep: Class 34 contains 100706 members
Mstep: Class 35 contains 74842 members
Mstep: Class 36 contains 91982 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544820864.000000 Penalty: 88980.710938
Iteration 56Q: 37 clusters Score -5.448209e+08 nChanged 36871
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138229 members
Mstep: Class 2 contains 106909 members
Mstep: Class 3 contains 146676 members
Mstep: Class 4 contains 77168 members
Mstep: Class 5 contains 79444 members
Mstep: Class 6 contains 137049 members
Mstep: Class 7 contains 133989 members
Mstep: Class 8 contains 99733 members
Mstep: Class 9 contains 94240 members
Mstep: Class 10 contains 67575 members
Mstep: Class 11 contains 146582 members
Mstep: Class 12 contains 97825 members
Mstep: Class 13 contains 157718 members
Mstep: Class 14 contains 138146 members
Mstep: Class 15 contains 135838 members
Mstep: Class 16 contains 81930 members
Mstep: Class 17 contains 83653 members
Mstep: Class 18 contains 60783 members
Mstep: Class 19 contains 139697 members
Mstep: Class 20 contains 100659 members
Mstep: Class 21 contains 137673 members
Mstep: Class 22 contains 64931 members
Mstep: Class 23 contains 70501 members
Mstep: Class 24 contains 137903 members
Mstep: Class 25 contains 134739 members
Mstep: Class 26 contains 115009 members
Mstep: Class 27 contains 116029 members
Mstep: Class 28 contains 105480 members
Mstep: Class 29 contains 140368 members
Mstep: Class 30 contains 136205 members
Mstep: Class 31 contains 131927 members
Mstep: Class 32 contains 92187 members
Mstep: Class 33 contains 160319 members
Mstep: Class 34 contains 100420 members
Mstep: Class 35 contains 73606 members
Mstep: Class 36 contains 91915 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544814144.000000 Penalty: 88980.710938
Iteration 57Q: 37 clusters Score -5.448141e+08 nChanged 34518
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 138124 members
Mstep: Class 2 contains 108923 members
Mstep: Class 3 contains 146650 members
Mstep: Class 4 contains 77278 members
Mstep: Class 5 contains 79134 members
Mstep: Class 6 contains 137376 members
Mstep: Class 7 contains 133651 members
Mstep: Class 8 contains 100332 members
Mstep: Class 9 contains 94215 members
Mstep: Class 10 contains 67774 members
Mstep: Class 11 contains 146784 members
Mstep: Class 12 contains 97796 members
Mstep: Class 13 contains 158086 members
Mstep: Class 14 contains 138420 members
Mstep: Class 15 contains 135678 members
Mstep: Class 16 contains 81824 members
Mstep: Class 17 contains 81420 members
Mstep: Class 18 contains 60784 members
Mstep: Class 19 contains 139726 members
Mstep: Class 20 contains 101059 members
Mstep: Class 21 contains 137837 members
Mstep: Class 22 contains 64834 members
Mstep: Class 23 contains 70625 members
Mstep: Class 24 contains 137955 members
Mstep: Class 25 contains 134701 members
Mstep: Class 26 contains 114745 members
Mstep: Class 27 contains 116219 members
Mstep: Class 28 contains 104793 members
Mstep: Class 29 contains 140568 members
Mstep: Class 30 contains 136463 members
Mstep: Class 31 contains 131883 members
Mstep: Class 32 contains 92038 members
Mstep: Class 33 contains 160756 members
Mstep: Class 34 contains 100153 members
Mstep: Class 35 contains 72593 members
Mstep: Class 36 contains 91858 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544811200.000000 Penalty: 88980.710938
Iteration 58Q: 37 clusters Score -5.448112e+08 nChanged 32889
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 137927 members
Mstep: Class 2 contains 111082 members
Mstep: Class 3 contains 146704 members
Mstep: Class 4 contains 77399 members
Mstep: Class 5 contains 78824 members
Mstep: Class 6 contains 137577 members
Mstep: Class 7 contains 133239 members
Mstep: Class 8 contains 100784 members
Mstep: Class 9 contains 94240 members
Mstep: Class 10 contains 67990 members
Mstep: Class 11 contains 147081 members
Mstep: Class 12 contains 97712 members
Mstep: Class 13 contains 158482 members
Mstep: Class 14 contains 138472 members
Mstep: Class 15 contains 135352 members
Mstep: Class 16 contains 81726 members
Mstep: Class 17 contains 79566 members
Mstep: Class 18 contains 60784 members
Mstep: Class 19 contains 139813 members
Mstep: Class 20 contains 101472 members
Mstep: Class 21 contains 137996 members
Mstep: Class 22 contains 64728 members
Mstep: Class 23 contains 70670 members
Mstep: Class 24 contains 137983 members
Mstep: Class 25 contains 134563 members
Mstep: Class 26 contains 114585 members
Mstep: Class 27 contains 116271 members
Mstep: Class 28 contains 104239 members
Mstep: Class 29 contains 140732 members
Mstep: Class 30 contains 136644 members
Mstep: Class 31 contains 131826 members
Mstep: Class 32 contains 91905 members
Mstep: Class 33 contains 161161 members
Mstep: Class 34 contains 99899 members
Mstep: Class 35 contains 71805 members
Mstep: Class 36 contains 91822 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544809472.000000 Penalty: 88980.710938
Iteration 59Q: 37 clusters Score -5.448095e+08 nChanged 31596
Entering Unmasked Mstep
Mstep: Class 0 contains 1383 members
Mstep: Class 1 contains 137665 members
Mstep: Class 2 contains 113438 members
Mstep: Class 3 contains 146737 members
Mstep: Class 4 contains 77510 members
Mstep: Class 5 contains 78587 members
Mstep: Class 6 contains 137749 members
Mstep: Class 7 contains 132792 members
Mstep: Class 8 contains 101276 members
Mstep: Class 9 contains 94278 members
Mstep: Class 10 contains 68078 members
Mstep: Class 11 contains 147271 members
Mstep: Class 12 contains 97502 members
Mstep: Class 13 contains 158845 members
Mstep: Class 14 contains 138623 members
Mstep: Class 15 contains 134923 members
Mstep: Class 16 contains 81658 members
Mstep: Class 17 contains 77954 members
Mstep: Class 18 contains 60787 members
Mstep: Class 19 contains 139700 members
Mstep: Class 20 contains 101846 members
Mstep: Class 21 contains 138150 members
Mstep: Class 22 contains 64634 members
Mstep: Class 23 contains 70672 members
Mstep: Class 24 contains 138000 members
Mstep: Class 25 contains 134419 members
Mstep: Class 26 contains 114443 members
Mstep: Class 27 contains 116427 members
Mstep: Class 28 contains 103809 members
Mstep: Class 29 contains 140860 members
Mstep: Class 30 contains 136765 members
Mstep: Class 31 contains 131762 members
Mstep: Class 32 contains 91781 members
Mstep: Class 33 contains 161555 members
Mstep: Class 34 contains 99648 members
Mstep: Class 35 contains 71145 members
Mstep: Class 36 contains 91766 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544823424.000000 Penalty: 88980.710938
Iteration 60F: 37 clusters Score -5.448234e+08 nChanged 34585
Entering Unmasked Mstep
Mstep: Class 0 contains 1299 members
Mstep: Class 1 contains 137445 members
Mstep: Class 2 contains 117279 members
Mstep: Class 3 contains 146724 members
Mstep: Class 4 contains 77558 members
Mstep: Class 5 contains 78211 members
Mstep: Class 6 contains 137922 members
Mstep: Class 7 contains 133377 members
Mstep: Class 8 contains 101936 members
Mstep: Class 9 contains 94363 members
Mstep: Class 10 contains 68308 members
Mstep: Class 11 contains 147357 members
Mstep: Class 12 contains 97160 members
Mstep: Class 13 contains 159136 members
Mstep: Class 14 contains 138811 members
Mstep: Class 15 contains 133742 members
Mstep: Class 16 contains 81615 members
Mstep: Class 17 contains 76404 members
Mstep: Class 18 contains 60783 members
Mstep: Class 19 contains 139468 members
Mstep: Class 20 contains 102228 members
Mstep: Class 21 contains 138281 members
Mstep: Class 22 contains 64394 members
Mstep: Class 23 contains 70626 members
Mstep: Class 24 contains 138004 members
Mstep: Class 25 contains 134166 members
Mstep: Class 26 contains 114289 members
Mstep: Class 27 contains 116554 members
Mstep: Class 28 contains 103466 members
Mstep: Class 29 contains 140911 members
Mstep: Class 30 contains 136675 members
Mstep: Class 31 contains 131671 members
Mstep: Class 32 contains 91661 members
Mstep: Class 33 contains 161911 members
Mstep: Class 34 contains 99394 members
Mstep: Class 35 contains 69601 members
Mstep: Class 36 contains 91708 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544840384.000000 Penalty: 88980.710938
Iteration 61Q: 37 clusters Score -5.448404e+08 nChanged 40222
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 137112 members
Mstep: Class 2 contains 124265 members
Mstep: Class 3 contains 146729 members
Mstep: Class 4 contains 77546 members
Mstep: Class 5 contains 77891 members
Mstep: Class 6 contains 138050 members
Mstep: Class 7 contains 134529 members
Mstep: Class 8 contains 102400 members
Mstep: Class 9 contains 94436 members
Mstep: Class 10 contains 67775 members
Mstep: Class 11 contains 147401 members
Mstep: Class 12 contains 96672 members
Mstep: Class 13 contains 159476 members
Mstep: Class 14 contains 138634 members
Mstep: Class 15 contains 131246 members
Mstep: Class 16 contains 81537 members
Mstep: Class 17 contains 74978 members
Mstep: Class 18 contains 60778 members
Mstep: Class 19 contains 139342 members
Mstep: Class 20 contains 102619 members
Mstep: Class 21 contains 138304 members
Mstep: Class 22 contains 64225 members
Mstep: Class 23 contains 70614 members
Mstep: Class 24 contains 138017 members
Mstep: Class 25 contains 133886 members
Mstep: Class 26 contains 114182 members
Mstep: Class 27 contains 116662 members
Mstep: Class 28 contains 103035 members
Mstep: Class 29 contains 140772 members
Mstep: Class 30 contains 136407 members
Mstep: Class 31 contains 131628 members
Mstep: Class 32 contains 91763 members
Mstep: Class 33 contains 162251 members
Mstep: Class 34 contains 99206 members
Mstep: Class 35 contains 67130 members
Mstep: Class 36 contains 91647 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544900032.000000 Penalty: 88980.710938
Iteration 62Q: 37 clusters Score -5.449e+08 nChanged 50626
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 136758 members
Mstep: Class 2 contains 137258 members
Mstep: Class 3 contains 146584 members
Mstep: Class 4 contains 77428 members
Mstep: Class 5 contains 77526 members
Mstep: Class 6 contains 138115 members
Mstep: Class 7 contains 135307 members
Mstep: Class 8 contains 102870 members
Mstep: Class 9 contains 94599 members
Mstep: Class 10 contains 66905 members
Mstep: Class 11 contains 147232 members
Mstep: Class 12 contains 95585 members
Mstep: Class 13 contains 159602 members
Mstep: Class 14 contains 138485 members
Mstep: Class 15 contains 126113 members
Mstep: Class 16 contains 81462 members
Mstep: Class 17 contains 73905 members
Mstep: Class 18 contains 60779 members
Mstep: Class 19 contains 139170 members
Mstep: Class 20 contains 102934 members
Mstep: Class 21 contains 138466 members
Mstep: Class 22 contains 64014 members
Mstep: Class 23 contains 70600 members
Mstep: Class 24 contains 138027 members
Mstep: Class 25 contains 133609 members
Mstep: Class 26 contains 114121 members
Mstep: Class 27 contains 116768 members
Mstep: Class 28 contains 102156 members
Mstep: Class 29 contains 140222 members
Mstep: Class 30 contains 135391 members
Mstep: Class 31 contains 131549 members
Mstep: Class 32 contains 91751 members
Mstep: Class 33 contains 162440 members
Mstep: Class 34 contains 99015 members
Mstep: Class 35 contains 64852 members
Mstep: Class 36 contains 91547 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544898432.000000 Penalty: 88980.710938
Iteration 63Q: 37 clusters Score -5.448984e+08 nChanged 67415
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 136319 members
Mstep: Class 2 contains 149217 members
Mstep: Class 3 contains 146199 members
Mstep: Class 4 contains 77326 members
Mstep: Class 5 contains 77067 members
Mstep: Class 6 contains 138022 members
Mstep: Class 7 contains 135915 members
Mstep: Class 8 contains 103231 members
Mstep: Class 9 contains 94591 members
Mstep: Class 10 contains 66600 members
Mstep: Class 11 contains 147299 members
Mstep: Class 12 contains 94924 members
Mstep: Class 13 contains 159549 members
Mstep: Class 14 contains 137947 members
Mstep: Class 15 contains 121349 members
Mstep: Class 16 contains 81390 members
Mstep: Class 17 contains 73135 members
Mstep: Class 18 contains 60776 members
Mstep: Class 19 contains 139032 members
Mstep: Class 20 contains 103220 members
Mstep: Class 21 contains 138630 members
Mstep: Class 22 contains 63824 members
Mstep: Class 23 contains 70571 members
Mstep: Class 24 contains 138015 members
Mstep: Class 25 contains 133307 members
Mstep: Class 26 contains 114129 members
Mstep: Class 27 contains 116832 members
Mstep: Class 28 contains 101985 members
Mstep: Class 29 contains 140284 members
Mstep: Class 30 contains 134108 members
Mstep: Class 31 contains 131525 members
Mstep: Class 32 contains 91508 members
Mstep: Class 33 contains 162415 members
Mstep: Class 34 contains 98832 members
Mstep: Class 35 contains 62631 members
Mstep: Class 36 contains 91441 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544820480.000000 Penalty: 88980.710938
Iteration 64Q: 37 clusters Score -5.448205e+08 nChanged 60859
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 135852 members
Mstep: Class 2 contains 144449 members
Mstep: Class 3 contains 146167 members
Mstep: Class 4 contains 77332 members
Mstep: Class 5 contains 76604 members
Mstep: Class 6 contains 138054 members
Mstep: Class 7 contains 135961 members
Mstep: Class 8 contains 103508 members
Mstep: Class 9 contains 94290 members
Mstep: Class 10 contains 66834 members
Mstep: Class 11 contains 147574 members
Mstep: Class 12 contains 95887 members
Mstep: Class 13 contains 159780 members
Mstep: Class 14 contains 138835 members
Mstep: Class 15 contains 123488 members
Mstep: Class 16 contains 81355 members
Mstep: Class 17 contains 72752 members
Mstep: Class 18 contains 60775 members
Mstep: Class 19 contains 138763 members
Mstep: Class 20 contains 103527 members
Mstep: Class 21 contains 138667 members
Mstep: Class 22 contains 63687 members
Mstep: Class 23 contains 70584 members
Mstep: Class 24 contains 137990 members
Mstep: Class 25 contains 133112 members
Mstep: Class 26 contains 114213 members
Mstep: Class 27 contains 116881 members
Mstep: Class 28 contains 103140 members
Mstep: Class 29 contains 140902 members
Mstep: Class 30 contains 135593 members
Mstep: Class 31 contains 131444 members
Mstep: Class 32 contains 91184 members
Mstep: Class 33 contains 163406 members
Mstep: Class 34 contains 98580 members
Mstep: Class 35 contains 60609 members
Mstep: Class 36 contains 91366 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544844672.000000 Penalty: 88980.710938
Iteration 65Q: 37 clusters Score -5.448447e+08 nChanged 42427
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 135385 members
Mstep: Class 2 contains 144907 members
Mstep: Class 3 contains 146306 members
Mstep: Class 4 contains 77463 members
Mstep: Class 5 contains 76265 members
Mstep: Class 6 contains 138285 members
Mstep: Class 7 contains 135786 members
Mstep: Class 8 contains 103722 members
Mstep: Class 9 contains 94293 members
Mstep: Class 10 contains 68164 members
Mstep: Class 11 contains 147847 members
Mstep: Class 12 contains 96302 members
Mstep: Class 13 contains 160024 members
Mstep: Class 14 contains 138564 members
Mstep: Class 15 contains 122814 members
Mstep: Class 16 contains 81304 members
Mstep: Class 17 contains 72609 members
Mstep: Class 18 contains 60774 members
Mstep: Class 19 contains 138288 members
Mstep: Class 20 contains 103880 members
Mstep: Class 21 contains 138848 members
Mstep: Class 22 contains 63530 members
Mstep: Class 23 contains 70579 members
Mstep: Class 24 contains 137965 members
Mstep: Class 25 contains 132812 members
Mstep: Class 26 contains 114305 members
Mstep: Class 27 contains 116982 members
Mstep: Class 28 contains 103407 members
Mstep: Class 29 contains 140960 members
Mstep: Class 30 contains 136002 members
Mstep: Class 31 contains 131403 members
Mstep: Class 32 contains 91097 members
Mstep: Class 33 contains 163830 members
Mstep: Class 34 contains 98323 members
Mstep: Class 35 contains 58799 members
Mstep: Class 36 contains 91321 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544840576.000000 Penalty: 88980.710938
Iteration 66Q: 37 clusters Score -5.448406e+08 nChanged 37895
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 134790 members
Mstep: Class 2 contains 144293 members
Mstep: Class 3 contains 146208 members
Mstep: Class 4 contains 77635 members
Mstep: Class 5 contains 75979 members
Mstep: Class 6 contains 138426 members
Mstep: Class 7 contains 135847 members
Mstep: Class 8 contains 103937 members
Mstep: Class 9 contains 94314 members
Mstep: Class 10 contains 69043 members
Mstep: Class 11 contains 147955 members
Mstep: Class 12 contains 96820 members
Mstep: Class 13 contains 160143 members
Mstep: Class 14 contains 138979 members
Mstep: Class 15 contains 122622 members
Mstep: Class 16 contains 81294 members
Mstep: Class 17 contains 72570 members
Mstep: Class 18 contains 60773 members
Mstep: Class 19 contains 137659 members
Mstep: Class 20 contains 104280 members
Mstep: Class 21 contains 138977 members
Mstep: Class 22 contains 63442 members
Mstep: Class 23 contains 70621 members
Mstep: Class 24 contains 137937 members
Mstep: Class 25 contains 132531 members
Mstep: Class 26 contains 114452 members
Mstep: Class 27 contains 117101 members
Mstep: Class 28 contains 103905 members
Mstep: Class 29 contains 141089 members
Mstep: Class 30 contains 136425 members
Mstep: Class 31 contains 131430 members
Mstep: Class 32 contains 90821 members
Mstep: Class 33 contains 164309 members
Mstep: Class 34 contains 98116 members
Mstep: Class 35 contains 57144 members
Mstep: Class 36 contains 91278 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544842560.000000 Penalty: 88980.710938
Iteration 67Q: 37 clusters Score -5.448426e+08 nChanged 35981
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 134127 members
Mstep: Class 2 contains 144357 members
Mstep: Class 3 contains 146168 members
Mstep: Class 4 contains 77801 members
Mstep: Class 5 contains 75711 members
Mstep: Class 6 contains 138505 members
Mstep: Class 7 contains 135977 members
Mstep: Class 8 contains 104289 members
Mstep: Class 9 contains 94320 members
Mstep: Class 10 contains 69582 members
Mstep: Class 11 contains 148075 members
Mstep: Class 12 contains 97127 members
Mstep: Class 13 contains 160348 members
Mstep: Class 14 contains 138930 members
Mstep: Class 15 contains 122349 members
Mstep: Class 16 contains 81277 members
Mstep: Class 17 contains 72772 members
Mstep: Class 18 contains 60775 members
Mstep: Class 19 contains 136998 members
Mstep: Class 20 contains 104711 members
Mstep: Class 21 contains 139011 members
Mstep: Class 22 contains 63397 members
Mstep: Class 23 contains 70699 members
Mstep: Class 24 contains 137936 members
Mstep: Class 25 contains 132366 members
Mstep: Class 26 contains 114573 members
Mstep: Class 27 contains 117126 members
Mstep: Class 28 contains 104378 members
Mstep: Class 29 contains 141179 members
Mstep: Class 30 contains 136750 members
Mstep: Class 31 contains 131441 members
Mstep: Class 32 contains 90679 members
Mstep: Class 33 contains 164684 members
Mstep: Class 34 contains 97892 members
Mstep: Class 35 contains 55562 members
Mstep: Class 36 contains 91273 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544845696.000000 Penalty: 88980.710938
Iteration 68Q: 37 clusters Score -5.448457e+08 nChanged 34433
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 133319 members
Mstep: Class 2 contains 144212 members
Mstep: Class 3 contains 146077 members
Mstep: Class 4 contains 77988 members
Mstep: Class 5 contains 75423 members
Mstep: Class 6 contains 138586 members
Mstep: Class 7 contains 136049 members
Mstep: Class 8 contains 104641 members
Mstep: Class 9 contains 94252 members
Mstep: Class 10 contains 70099 members
Mstep: Class 11 contains 148232 members
Mstep: Class 12 contains 97357 members
Mstep: Class 13 contains 160514 members
Mstep: Class 14 contains 139259 members
Mstep: Class 15 contains 122309 members
Mstep: Class 16 contains 81253 members
Mstep: Class 17 contains 73112 members
Mstep: Class 18 contains 60777 members
Mstep: Class 19 contains 136180 members
Mstep: Class 20 contains 105211 members
Mstep: Class 21 contains 139113 members
Mstep: Class 22 contains 63356 members
Mstep: Class 23 contains 70774 members
Mstep: Class 24 contains 137913 members
Mstep: Class 25 contains 132202 members
Mstep: Class 26 contains 114699 members
Mstep: Class 27 contains 117202 members
Mstep: Class 28 contains 104838 members
Mstep: Class 29 contains 141223 members
Mstep: Class 30 contains 136882 members
Mstep: Class 31 contains 131521 members
Mstep: Class 32 contains 90449 members
Mstep: Class 33 contains 165008 members
Mstep: Class 34 contains 97723 members
Mstep: Class 35 contains 54104 members
Mstep: Class 36 contains 91288 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544849088.000000 Penalty: 88980.710938
Iteration 69Q: 37 clusters Score -5.448491e+08 nChanged 33707
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 132324 members
Mstep: Class 2 contains 144064 members
Mstep: Class 3 contains 145954 members
Mstep: Class 4 contains 78189 members
Mstep: Class 5 contains 75050 members
Mstep: Class 6 contains 138701 members
Mstep: Class 7 contains 136184 members
Mstep: Class 8 contains 105040 members
Mstep: Class 9 contains 94187 members
Mstep: Class 10 contains 70531 members
Mstep: Class 11 contains 148427 members
Mstep: Class 12 contains 97446 members
Mstep: Class 13 contains 160631 members
Mstep: Class 14 contains 139331 members
Mstep: Class 15 contains 122549 members
Mstep: Class 16 contains 81247 members
Mstep: Class 17 contains 73600 members
Mstep: Class 18 contains 60778 members
Mstep: Class 19 contains 135408 members
Mstep: Class 20 contains 105773 members
Mstep: Class 21 contains 139213 members
Mstep: Class 22 contains 63308 members
Mstep: Class 23 contains 70877 members
Mstep: Class 24 contains 137939 members
Mstep: Class 25 contains 132063 members
Mstep: Class 26 contains 114799 members
Mstep: Class 27 contains 117192 members
Mstep: Class 28 contains 105258 members
Mstep: Class 29 contains 141243 members
Mstep: Class 30 contains 137051 members
Mstep: Class 31 contains 131615 members
Mstep: Class 32 contains 90319 members
Mstep: Class 33 contains 165285 members
Mstep: Class 34 contains 97558 members
Mstep: Class 35 contains 52681 members
Mstep: Class 36 contains 91330 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544859648.000000 Penalty: 88980.710938
Iteration 70Q: 37 clusters Score -5.448596e+08 nChanged 33486
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 131156 members
Mstep: Class 2 contains 143770 members
Mstep: Class 3 contains 145880 members
Mstep: Class 4 contains 78410 members
Mstep: Class 5 contains 74768 members
Mstep: Class 6 contains 138877 members
Mstep: Class 7 contains 136313 members
Mstep: Class 8 contains 105452 members
Mstep: Class 9 contains 94079 members
Mstep: Class 10 contains 71026 members
Mstep: Class 11 contains 148506 members
Mstep: Class 12 contains 97448 members
Mstep: Class 13 contains 160709 members
Mstep: Class 14 contains 139511 members
Mstep: Class 15 contains 123075 members
Mstep: Class 16 contains 81261 members
Mstep: Class 17 contains 74153 members
Mstep: Class 18 contains 60787 members
Mstep: Class 19 contains 134716 members
Mstep: Class 20 contains 106404 members
Mstep: Class 21 contains 139297 members
Mstep: Class 22 contains 63285 members
Mstep: Class 23 contains 70923 members
Mstep: Class 24 contains 137953 members
Mstep: Class 25 contains 131830 members
Mstep: Class 26 contains 114915 members
Mstep: Class 27 contains 117154 members
Mstep: Class 28 contains 105608 members
Mstep: Class 29 contains 141256 members
Mstep: Class 30 contains 137227 members
Mstep: Class 31 contains 131718 members
Mstep: Class 32 contains 90104 members
Mstep: Class 33 contains 165459 members
Mstep: Class 34 contains 97428 members
Mstep: Class 35 contains 51299 members
Mstep: Class 36 contains 91388 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544869120.000000 Penalty: 88980.710938
Iteration 71Q: 37 clusters Score -5.448691e+08 nChanged 33211
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 129718 members
Mstep: Class 2 contains 143512 members
Mstep: Class 3 contains 145752 members
Mstep: Class 4 contains 78554 members
Mstep: Class 5 contains 74566 members
Mstep: Class 6 contains 139066 members
Mstep: Class 7 contains 136353 members
Mstep: Class 8 contains 106043 members
Mstep: Class 9 contains 93919 members
Mstep: Class 10 contains 71510 members
Mstep: Class 11 contains 148494 members
Mstep: Class 12 contains 97466 members
Mstep: Class 13 contains 160742 members
Mstep: Class 14 contains 139584 members
Mstep: Class 15 contains 123934 members
Mstep: Class 16 contains 81300 members
Mstep: Class 17 contains 74692 members
Mstep: Class 18 contains 60797 members
Mstep: Class 19 contains 134166 members
Mstep: Class 20 contains 107154 members
Mstep: Class 21 contains 139396 members
Mstep: Class 22 contains 63214 members
Mstep: Class 23 contains 70913 members
Mstep: Class 24 contains 137934 members
Mstep: Class 25 contains 131754 members
Mstep: Class 26 contains 115070 members
Mstep: Class 27 contains 116950 members
Mstep: Class 28 contains 105875 members
Mstep: Class 29 contains 141372 members
Mstep: Class 30 contains 137250 members
Mstep: Class 31 contains 131783 members
Mstep: Class 32 contains 89983 members
Mstep: Class 33 contains 165613 members
Mstep: Class 34 contains 97249 members
Mstep: Class 35 contains 50004 members
Mstep: Class 36 contains 91463 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544885312.000000 Penalty: 88980.710938
Iteration 72Q: 37 clusters Score -5.448853e+08 nChanged 34166
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 127771 members
Mstep: Class 2 contains 143200 members
Mstep: Class 3 contains 145609 members
Mstep: Class 4 contains 78626 members
Mstep: Class 5 contains 74408 members
Mstep: Class 6 contains 139232 members
Mstep: Class 7 contains 136318 members
Mstep: Class 8 contains 106673 members
Mstep: Class 9 contains 93653 members
Mstep: Class 10 contains 71887 members
Mstep: Class 11 contains 148554 members
Mstep: Class 12 contains 97295 members
Mstep: Class 13 contains 160787 members
Mstep: Class 14 contains 139768 members
Mstep: Class 15 contains 125245 members
Mstep: Class 16 contains 81356 members
Mstep: Class 17 contains 75146 members
Mstep: Class 18 contains 60813 members
Mstep: Class 19 contains 134144 members
Mstep: Class 20 contains 108014 members
Mstep: Class 21 contains 139446 members
Mstep: Class 22 contains 63142 members
Mstep: Class 23 contains 70945 members
Mstep: Class 24 contains 137928 members
Mstep: Class 25 contains 131716 members
Mstep: Class 26 contains 115215 members
Mstep: Class 27 contains 116621 members
Mstep: Class 28 contains 106058 members
Mstep: Class 29 contains 141378 members
Mstep: Class 30 contains 137318 members
Mstep: Class 31 contains 131845 members
Mstep: Class 32 contains 89853 members
Mstep: Class 33 contains 165733 members
Mstep: Class 34 contains 97062 members
Mstep: Class 35 contains 48824 members
Mstep: Class 36 contains 91562 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544905344.000000 Penalty: 88980.710938
Iteration 73Q: 37 clusters Score -5.449053e+08 nChanged 36384
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 125454 members
Mstep: Class 2 contains 142718 members
Mstep: Class 3 contains 145508 members
Mstep: Class 4 contains 78666 members
Mstep: Class 5 contains 74200 members
Mstep: Class 6 contains 139351 members
Mstep: Class 7 contains 136267 members
Mstep: Class 8 contains 107453 members
Mstep: Class 9 contains 93390 members
Mstep: Class 10 contains 72279 members
Mstep: Class 11 contains 148683 members
Mstep: Class 12 contains 97039 members
Mstep: Class 13 contains 160786 members
Mstep: Class 14 contains 139894 members
Mstep: Class 15 contains 127111 members
Mstep: Class 16 contains 81418 members
Mstep: Class 17 contains 75472 members
Mstep: Class 18 contains 60822 members
Mstep: Class 19 contains 134495 members
Mstep: Class 20 contains 108937 members
Mstep: Class 21 contains 139523 members
Mstep: Class 22 contains 63069 members
Mstep: Class 23 contains 70984 members
Mstep: Class 24 contains 137914 members
Mstep: Class 25 contains 131645 members
Mstep: Class 26 contains 115363 members
Mstep: Class 27 contains 116134 members
Mstep: Class 28 contains 106127 members
Mstep: Class 29 contains 141467 members
Mstep: Class 30 contains 137287 members
Mstep: Class 31 contains 131913 members
Mstep: Class 32 contains 89692 members
Mstep: Class 33 contains 165767 members
Mstep: Class 34 contains 96891 members
Mstep: Class 35 contains 47763 members
Mstep: Class 36 contains 91663 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544931328.000000 Penalty: 88980.710938
Iteration 74Q: 37 clusters Score -5.449313e+08 nChanged 39977
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 122114 members
Mstep: Class 2 contains 142482 members
Mstep: Class 3 contains 145369 members
Mstep: Class 4 contains 78682 members
Mstep: Class 5 contains 73977 members
Mstep: Class 6 contains 139478 members
Mstep: Class 7 contains 136077 members
Mstep: Class 8 contains 108372 members
Mstep: Class 9 contains 93101 members
Mstep: Class 10 contains 72714 members
Mstep: Class 11 contains 148858 members
Mstep: Class 12 contains 96701 members
Mstep: Class 13 contains 160795 members
Mstep: Class 14 contains 139902 members
Mstep: Class 15 contains 129264 members
Mstep: Class 16 contains 81493 members
Mstep: Class 17 contains 75405 members
Mstep: Class 18 contains 60823 members
Mstep: Class 19 contains 135845 members
Mstep: Class 20 contains 109954 members
Mstep: Class 21 contains 139599 members
Mstep: Class 22 contains 62984 members
Mstep: Class 23 contains 70989 members
Mstep: Class 24 contains 137935 members
Mstep: Class 25 contains 131574 members
Mstep: Class 26 contains 115616 members
Mstep: Class 27 contains 115532 members
Mstep: Class 28 contains 106056 members
Mstep: Class 29 contains 141550 members
Mstep: Class 30 contains 137085 members
Mstep: Class 31 contains 132094 members
Mstep: Class 32 contains 89608 members
Mstep: Class 33 contains 165699 members
Mstep: Class 34 contains 96757 members
Mstep: Class 35 contains 46843 members
Mstep: Class 36 contains 91818 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544952384.000000 Penalty: 88980.710938
Iteration 75Q: 37 clusters Score -5.449524e+08 nChanged 43123
Entering Unmasked Mstep
Mstep: Class 0 contains 1294 members
Mstep: Class 1 contains 117961 members
Mstep: Class 2 contains 142406 members
Mstep: Class 3 contains 145223 members
Mstep: Class 4 contains 78737 members
Mstep: Class 5 contains 73722 members
Mstep: Class 6 contains 139628 members
Mstep: Class 7 contains 135902 members
Mstep: Class 8 contains 109197 members
Mstep: Class 9 contains 92789 members
Mstep: Class 10 contains 73072 members
Mstep: Class 11 contains 148940 members
Mstep: Class 12 contains 96388 members
Mstep: Class 13 contains 160755 members
Mstep: Class 14 contains 139916 members
Mstep: Class 15 contains 131300 members
Mstep: Class 16 contains 81556 members
Mstep: Class 17 contains 75062 members
Mstep: Class 18 contains 60822 members
Mstep: Class 19 contains 137957 members
Mstep: Class 20 contains 111075 members
Mstep: Class 21 contains 139745 members
Mstep: Class 22 contains 62941 members
Mstep: Class 23 contains 71025 members
Mstep: Class 24 contains 137997 members
Mstep: Class 25 contains 131506 members
Mstep: Class 26 contains 115858 members
Mstep: Class 27 contains 114865 members
Mstep: Class 28 contains 105960 members
Mstep: Class 29 contains 141621 members
Mstep: Class 30 contains 136989 members
Mstep: Class 31 contains 132581 members
Mstep: Class 32 contains 89395 members
Mstep: Class 33 contains 165570 members
Mstep: Class 34 contains 96614 members
Mstep: Class 35 contains 46090 members
Mstep: Class 36 contains 91979 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544974656.000000 Penalty: 88980.710938
Iteration 76Q: 37 clusters Score -5.449747e+08 nChanged 43646
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 114175 members
Mstep: Class 2 contains 142777 members
Mstep: Class 3 contains 145106 members
Mstep: Class 4 contains 78804 members
Mstep: Class 5 contains 73466 members
Mstep: Class 6 contains 139792 members
Mstep: Class 7 contains 135570 members
Mstep: Class 8 contains 109780 members
Mstep: Class 9 contains 92388 members
Mstep: Class 10 contains 73353 members
Mstep: Class 11 contains 149080 members
Mstep: Class 12 contains 96365 members
Mstep: Class 13 contains 160709 members
Mstep: Class 14 contains 140023 members
Mstep: Class 15 contains 132579 members
Mstep: Class 16 contains 81693 members
Mstep: Class 17 contains 74394 members
Mstep: Class 18 contains 60817 members
Mstep: Class 19 contains 139841 members
Mstep: Class 20 contains 112051 members
Mstep: Class 21 contains 139850 members
Mstep: Class 22 contains 62938 members
Mstep: Class 23 contains 71117 members
Mstep: Class 24 contains 138043 members
Mstep: Class 25 contains 131424 members
Mstep: Class 26 contains 116143 members
Mstep: Class 27 contains 114309 members
Mstep: Class 28 contains 105862 members
Mstep: Class 29 contains 141730 members
Mstep: Class 30 contains 136859 members
Mstep: Class 31 contains 133260 members
Mstep: Class 32 contains 89206 members
Mstep: Class 33 contains 165454 members
Mstep: Class 34 contains 96571 members
Mstep: Class 35 contains 45464 members
Mstep: Class 36 contains 92152 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544990016.000000 Penalty: 88980.710938
Iteration 77Q: 37 clusters Score -5.4499e+08 nChanged 40048
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 112323 members
Mstep: Class 2 contains 143402 members
Mstep: Class 3 contains 145053 members
Mstep: Class 4 contains 78835 members
Mstep: Class 5 contains 73192 members
Mstep: Class 6 contains 139979 members
Mstep: Class 7 contains 135223 members
Mstep: Class 8 contains 109856 members
Mstep: Class 9 contains 91982 members
Mstep: Class 10 contains 73572 members
Mstep: Class 11 contains 149270 members
Mstep: Class 12 contains 96442 members
Mstep: Class 13 contains 160658 members
Mstep: Class 14 contains 140047 members
Mstep: Class 15 contains 133118 members
Mstep: Class 16 contains 81798 members
Mstep: Class 17 contains 73652 members
Mstep: Class 18 contains 60817 members
Mstep: Class 19 contains 140297 members
Mstep: Class 20 contains 112968 members
Mstep: Class 21 contains 140011 members
Mstep: Class 22 contains 62922 members
Mstep: Class 23 contains 71280 members
Mstep: Class 24 contains 138095 members
Mstep: Class 25 contains 131389 members
Mstep: Class 26 contains 116400 members
Mstep: Class 27 contains 114062 members
Mstep: Class 28 contains 105842 members
Mstep: Class 29 contains 141924 members
Mstep: Class 30 contains 136862 members
Mstep: Class 31 contains 133701 members
Mstep: Class 32 contains 89034 members
Mstep: Class 33 contains 165389 members
Mstep: Class 34 contains 96453 members
Mstep: Class 35 contains 44944 members
Mstep: Class 36 contains 92353 members
Entering Unmasked Estep
ConsiderDeletion
Score: -544993280.000000 Penalty: 88980.710938
Iteration 78Q: 37 clusters Score -5.449933e+08 nChanged 34108
Entering ConstructFrom:
Score: -544993280.000000 Penalty: 88980.710938
Entering ConstructFrom:
Trying to split cluster 1 (112390 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112390 members
Entering Unmasked Estep
Score: -16282544.000000 Penalty: 1889.831177
Iteration 0F: 2 clusters Score -1.628254e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56268 members
Mstep: Class 2 contains 56122 members
Entering Unmasked Estep
Score: -16272414.000000 Penalty: 3779.662354
Iteration 0F: 3 clusters Score -1.627241e+07 nChanged 54105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55511 members
Mstep: Class 2 contains 56879 members
Entering Unmasked Estep
Score: -16304021.000000 Penalty: 3779.662354
Iteration 1F: 3 clusters Score -1.630402e+07 nChanged 6013
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56072 members
Mstep: Class 2 contains 56318 members
Entering Unmasked Estep
Score: -16305097.000000 Penalty: 3779.662354
Iteration 2F: 3 clusters Score -1.63051e+07 nChanged 5603
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56671 members
Mstep: Class 2 contains 55719 members
Entering Unmasked Estep
Score: -16306348.000000 Penalty: 3779.662354
Iteration 3Q: 3 clusters Score -1.630635e+07 nChanged 5861
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56866 members
Mstep: Class 2 contains 55524 members
Entering Unmasked Estep
Score: -16308062.000000 Penalty: 3779.662354
Iteration 4F: 3 clusters Score -1.630806e+07 nChanged 6341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56449 members
Mstep: Class 2 contains 55941 members
Entering Unmasked Estep
Score: -16310715.000000 Penalty: 3779.662354
Iteration 5F: 3 clusters Score -1.631072e+07 nChanged 7163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55646 members
Mstep: Class 2 contains 56744 members
Entering Unmasked Estep
Score: -16314435.000000 Penalty: 3779.662354
Iteration 6F: 3 clusters Score -1.631444e+07 nChanged 7833
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54833 members
Mstep: Class 2 contains 57557 members
Entering Unmasked Estep
Score: -16319319.000000 Penalty: 3779.662354
Iteration 7F: 3 clusters Score -1.631932e+07 nChanged 7506
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54197 members
Mstep: Class 2 contains 58193 members
Entering Unmasked Estep
Score: -16323131.000000 Penalty: 3779.662354
Iteration 8F: 3 clusters Score -1.632313e+07 nChanged 5566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53775 members
Mstep: Class 2 contains 58615 members
Entering Unmasked Estep
Score: -16324417.000000 Penalty: 3779.662354
Iteration 9Q: 3 clusters Score -1.632442e+07 nChanged 3096
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53653 members
Mstep: Class 2 contains 58737 members
Entering Unmasked Estep
Score: -16324652.000000 Penalty: 3779.662354
Iteration 10Q: 3 clusters Score -1.632465e+07 nChanged 1659
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53758 members
Mstep: Class 2 contains 58632 members
Entering Unmasked Estep
Score: -16324780.000000 Penalty: 3779.662354
Iteration 11Q: 3 clusters Score -1.632478e+07 nChanged 1272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54052 members
Mstep: Class 2 contains 58338 members
Entering Unmasked Estep
Score: -16324905.000000 Penalty: 3779.662354
Iteration 12Q: 3 clusters Score -1.63249e+07 nChanged 1112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54328 members
Mstep: Class 2 contains 58062 members
Entering Unmasked Estep
Score: -16325014.000000 Penalty: 3779.662354
Iteration 13Q: 3 clusters Score -1.632501e+07 nChanged 1007
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54675 members
Mstep: Class 2 contains 57715 members
Entering Unmasked Estep
Score: -16325067.000000 Penalty: 3779.662354
Iteration 14Q: 3 clusters Score -1.632507e+07 nChanged 928
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55071 members
Mstep: Class 2 contains 57319 members
Entering Unmasked Estep
Score: -16325199.000000 Penalty: 3779.662354
Iteration 15Q: 3 clusters Score -1.63252e+07 nChanged 939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55562 members
Mstep: Class 2 contains 56828 members
Entering Unmasked Estep
Score: -16325234.000000 Penalty: 3779.662354
Iteration 16Q: 3 clusters Score -1.632523e+07 nChanged 983
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56073 members
Mstep: Class 2 contains 56317 members
Entering Unmasked Estep
Score: -16325191.000000 Penalty: 3779.662354
Iteration 17Q: 3 clusters Score -1.632519e+07 nChanged 971
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56566 members
Mstep: Class 2 contains 55824 members
Entering Unmasked Estep
Score: -16325119.000000 Penalty: 3779.662354
Iteration 18Q: 3 clusters Score -1.632512e+07 nChanged 977
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56999 members
Mstep: Class 2 contains 55391 members
Entering Unmasked Estep
Score: -16324957.000000 Penalty: 3779.662354
Iteration 19Q: 3 clusters Score -1.632496e+07 nChanged 1018
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57379 members
Mstep: Class 2 contains 55011 members
Entering Unmasked Estep
Score: -16324781.000000 Penalty: 3779.662354
Iteration 20F: 3 clusters Score -1.632478e+07 nChanged 985
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57666 members
Mstep: Class 2 contains 54724 members
Entering Unmasked Estep
Score: -16324490.000000 Penalty: 3779.662354
Iteration 21Q: 3 clusters Score -1.632449e+07 nChanged 1063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57925 members
Mstep: Class 2 contains 54465 members
Entering Unmasked Estep
Score: -16324347.000000 Penalty: 3779.662354
Iteration 22Q: 3 clusters Score -1.632435e+07 nChanged 1114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58165 members
Mstep: Class 2 contains 54225 members
Entering Unmasked Estep
Score: -16324040.000000 Penalty: 3779.662354
Iteration 23Q: 3 clusters Score -1.632404e+07 nChanged 1113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58432 members
Mstep: Class 2 contains 53958 members
Entering Unmasked Estep
Score: -16323860.000000 Penalty: 3779.662354
Iteration 24Q: 3 clusters Score -1.632386e+07 nChanged 1187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58733 members
Mstep: Class 2 contains 53657 members
Entering Unmasked Estep
Score: -16323579.000000 Penalty: 3779.662354
Iteration 25Q: 3 clusters Score -1.632358e+07 nChanged 1164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59075 members
Mstep: Class 2 contains 53315 members
Entering Unmasked Estep
Score: -16323358.000000 Penalty: 3779.662354
Iteration 26Q: 3 clusters Score -1.632336e+07 nChanged 1200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59419 members
Mstep: Class 2 contains 52971 members
Entering Unmasked Estep
Score: -16323041.000000 Penalty: 3779.662354
Iteration 27Q: 3 clusters Score -1.632304e+07 nChanged 1151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59700 members
Mstep: Class 2 contains 52690 members
Entering Unmasked Estep
Score: -16322659.000000 Penalty: 3779.662354
Iteration 28Q: 3 clusters Score -1.632266e+07 nChanged 1086
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59992 members
Mstep: Class 2 contains 52398 members
Entering Unmasked Estep
Score: -16322254.000000 Penalty: 3779.662354
Iteration 29Q: 3 clusters Score -1.632225e+07 nChanged 1062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60288 members
Mstep: Class 2 contains 52102 members
Entering Unmasked Estep
Score: -16321903.000000 Penalty: 3779.662354
Iteration 30Q: 3 clusters Score -1.63219e+07 nChanged 1057
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60543 members
Mstep: Class 2 contains 51847 members
Entering Unmasked Estep
Score: -16321563.000000 Penalty: 3779.662354
Iteration 31Q: 3 clusters Score -1.632156e+07 nChanged 1006
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60771 members
Mstep: Class 2 contains 51619 members
Entering Unmasked Estep
Score: -16321275.000000 Penalty: 3779.662354
Iteration 32Q: 3 clusters Score -1.632128e+07 nChanged 965
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60920 members
Mstep: Class 2 contains 51470 members
Entering Unmasked Estep
Score: -16321072.000000 Penalty: 3779.662354
Iteration 33Q: 3 clusters Score -1.632107e+07 nChanged 859
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61073 members
Mstep: Class 2 contains 51317 members
Entering Unmasked Estep
Score: -16320868.000000 Penalty: 3779.662354
Iteration 34Q: 3 clusters Score -1.632087e+07 nChanged 859
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61226 members
Mstep: Class 2 contains 51164 members
Entering Unmasked Estep
Score: -16320568.000000 Penalty: 3779.662354
Iteration 35Q: 3 clusters Score -1.632057e+07 nChanged 864
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61418 members
Mstep: Class 2 contains 50972 members
Entering Unmasked Estep
Score: -16320366.000000 Penalty: 3779.662354
Iteration 36Q: 3 clusters Score -1.632037e+07 nChanged 841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61589 members
Mstep: Class 2 contains 50801 members
Entering Unmasked Estep
Score: -16320041.000000 Penalty: 3779.662354
Iteration 37Q: 3 clusters Score -1.632004e+07 nChanged 776
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61687 members
Mstep: Class 2 contains 50703 members
Entering Unmasked Estep
Score: -16319842.000000 Penalty: 3779.662354
Iteration 38Q: 3 clusters Score -1.631984e+07 nChanged 753
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61762 members
Mstep: Class 2 contains 50628 members
Entering Unmasked Estep
Score: -16319742.000000 Penalty: 3779.662354
Iteration 39Q: 3 clusters Score -1.631974e+07 nChanged 699
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61873 members
Mstep: Class 2 contains 50517 members
Entering Unmasked Estep
Score: -16319612.000000 Penalty: 3779.662354
Iteration 40F: 3 clusters Score -1.631961e+07 nChanged 659
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61928 members
Mstep: Class 2 contains 50462 members
Entering Unmasked Estep
Score: -16319551.000000 Penalty: 3779.662354
Iteration 41Q: 3 clusters Score -1.631955e+07 nChanged 646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61998 members
Mstep: Class 2 contains 50392 members
Entering Unmasked Estep
Score: -16319420.000000 Penalty: 3779.662354
Iteration 42Q: 3 clusters Score -1.631942e+07 nChanged 587
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62081 members
Mstep: Class 2 contains 50309 members
Entering Unmasked Estep
Score: -16319419.000000 Penalty: 3779.662354
Iteration 43Q: 3 clusters Score -1.631942e+07 nChanged 535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62148 members
Mstep: Class 2 contains 50242 members
Entering Unmasked Estep
Score: -16319350.000000 Penalty: 3779.662354
Iteration 44Q: 3 clusters Score -1.631935e+07 nChanged 516
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62176 members
Mstep: Class 2 contains 50214 members
Entering Unmasked Estep
Score: -16319305.000000 Penalty: 3779.662354
Iteration 45Q: 3 clusters Score -1.63193e+07 nChanged 455
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62225 members
Mstep: Class 2 contains 50165 members
Entering Unmasked Estep
Score: -16319270.000000 Penalty: 3779.662354
Iteration 46Q: 3 clusters Score -1.631927e+07 nChanged 426
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62269 members
Mstep: Class 2 contains 50121 members
Entering Unmasked Estep
Score: -16319211.000000 Penalty: 3779.662354
Iteration 47Q: 3 clusters Score -1.631921e+07 nChanged 401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62286 members
Mstep: Class 2 contains 50104 members
Entering Unmasked Estep
Score: -16319157.000000 Penalty: 3779.662354
Iteration 48Q: 3 clusters Score -1.631916e+07 nChanged 369
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62305 members
Mstep: Class 2 contains 50085 members
Entering Unmasked Estep
Score: -16319148.000000 Penalty: 3779.662354
Iteration 49Q: 3 clusters Score -1.631915e+07 nChanged 381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62340 members
Mstep: Class 2 contains 50050 members
Entering Unmasked Estep
Score: -16319124.000000 Penalty: 3779.662354
Iteration 50Q: 3 clusters Score -1.631912e+07 nChanged 359
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62371 members
Mstep: Class 2 contains 50019 members
Entering Unmasked Estep
Score: -16319088.000000 Penalty: 3779.662354
Iteration 51Q: 3 clusters Score -1.631909e+07 nChanged 354
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16319059.000000 Penalty: 3779.662354
Iteration 52Q: 3 clusters Score -1.631906e+07 nChanged 355
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62410 members
Mstep: Class 2 contains 49980 members
Entering Unmasked Estep
Score: -16319107.000000 Penalty: 3779.662354
Iteration 53Q: 3 clusters Score -1.631911e+07 nChanged 329
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62401 members
Mstep: Class 2 contains 49989 members
Entering Unmasked Estep
Score: -16319108.000000 Penalty: 3779.662354
Iteration 54Q: 3 clusters Score -1.631911e+07 nChanged 327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62366 members
Mstep: Class 2 contains 50024 members
Entering Unmasked Estep
Score: -16319087.000000 Penalty: 3779.662354
Iteration 55Q: 3 clusters Score -1.631909e+07 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62366 members
Mstep: Class 2 contains 50024 members
Entering Unmasked Estep
Score: -16319023.000000 Penalty: 3779.662354
Iteration 56Q: 3 clusters Score -1.631902e+07 nChanged 263
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62361 members
Mstep: Class 2 contains 50029 members
Entering Unmasked Estep
Score: -16318986.000000 Penalty: 3779.662354
Iteration 57Q: 3 clusters Score -1.631899e+07 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62375 members
Mstep: Class 2 contains 50015 members
Entering Unmasked Estep
Score: -16318928.000000 Penalty: 3779.662354
Iteration 58Q: 3 clusters Score -1.631893e+07 nChanged 216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62379 members
Mstep: Class 2 contains 50011 members
Entering Unmasked Estep
Score: -16318913.000000 Penalty: 3779.662354
Iteration 59Q: 3 clusters Score -1.631891e+07 nChanged 215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62376 members
Mstep: Class 2 contains 50014 members
Entering Unmasked Estep
Score: -16318881.000000 Penalty: 3779.662354
Iteration 60F: 3 clusters Score -1.631888e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62370 members
Mstep: Class 2 contains 50020 members
Entering Unmasked Estep
Score: -16318894.000000 Penalty: 3779.662354
Iteration 61Q: 3 clusters Score -1.631889e+07 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62388 members
Mstep: Class 2 contains 50002 members
Entering Unmasked Estep
Score: -16318866.000000 Penalty: 3779.662354
Iteration 62Q: 3 clusters Score -1.631887e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62420 members
Mstep: Class 2 contains 49970 members
Entering Unmasked Estep
Score: -16318915.000000 Penalty: 3779.662354
Iteration 63Q: 3 clusters Score -1.631892e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62431 members
Mstep: Class 2 contains 49959 members
Entering Unmasked Estep
Score: -16318892.000000 Penalty: 3779.662354
Iteration 64Q: 3 clusters Score -1.631889e+07 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62431 members
Mstep: Class 2 contains 49959 members
Entering Unmasked Estep
Score: -16318886.000000 Penalty: 3779.662354
Iteration 65Q: 3 clusters Score -1.631889e+07 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62444 members
Mstep: Class 2 contains 49946 members
Entering Unmasked Estep
Score: -16318915.000000 Penalty: 3779.662354
Iteration 66Q: 3 clusters Score -1.631892e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62442 members
Mstep: Class 2 contains 49948 members
Entering Unmasked Estep
Score: -16318894.000000 Penalty: 3779.662354
Iteration 67Q: 3 clusters Score -1.631889e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62434 members
Mstep: Class 2 contains 49956 members
Entering Unmasked Estep
Score: -16318927.000000 Penalty: 3779.662354
Iteration 68Q: 3 clusters Score -1.631893e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62412 members
Mstep: Class 2 contains 49978 members
Entering Unmasked Estep
Score: -16318970.000000 Penalty: 3779.662354
Iteration 69Q: 3 clusters Score -1.631897e+07 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62403 members
Mstep: Class 2 contains 49987 members
Entering Unmasked Estep
Score: -16318964.000000 Penalty: 3779.662354
Iteration 70Q: 3 clusters Score -1.631896e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62393 members
Mstep: Class 2 contains 49997 members
Entering Unmasked Estep
Score: -16318984.000000 Penalty: 3779.662354
Iteration 71Q: 3 clusters Score -1.631898e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62391 members
Mstep: Class 2 contains 49999 members
Entering Unmasked Estep
Score: -16318973.000000 Penalty: 3779.662354
Iteration 72Q: 3 clusters Score -1.631897e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62399 members
Mstep: Class 2 contains 49991 members
Entering Unmasked Estep
Score: -16318942.000000 Penalty: 3779.662354
Iteration 73Q: 3 clusters Score -1.631894e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62407 members
Mstep: Class 2 contains 49983 members
Entering Unmasked Estep
Score: -16318932.000000 Penalty: 3779.662354
Iteration 74Q: 3 clusters Score -1.631893e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 49982 members
Entering Unmasked Estep
Score: -16318938.000000 Penalty: 3779.662354
Iteration 75Q: 3 clusters Score -1.631894e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62403 members
Mstep: Class 2 contains 49987 members
Entering Unmasked Estep
Score: -16318930.000000 Penalty: 3779.662354
Iteration 76Q: 3 clusters Score -1.631893e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62403 members
Mstep: Class 2 contains 49987 members
Entering Unmasked Estep
Score: -16318943.000000 Penalty: 3779.662354
Iteration 77Q: 3 clusters Score -1.631894e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62398 members
Mstep: Class 2 contains 49992 members
Entering Unmasked Estep
Score: -16318928.000000 Penalty: 3779.662354
Iteration 78Q: 3 clusters Score -1.631893e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16318913.000000 Penalty: 3779.662354
Iteration 79Q: 3 clusters Score -1.631891e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62389 members
Mstep: Class 2 contains 50001 members
Entering Unmasked Estep
Score: -16318929.000000 Penalty: 3779.662354
Iteration 80F: 3 clusters Score -1.631893e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16318924.000000 Penalty: 3779.662354
Iteration 81Q: 3 clusters Score -1.631892e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62396 members
Mstep: Class 2 contains 49994 members
Entering Unmasked Estep
Score: -16318933.000000 Penalty: 3779.662354
Iteration 82Q: 3 clusters Score -1.631893e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16318930.000000 Penalty: 3779.662354
Iteration 83Q: 3 clusters Score -1.631893e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16318924.000000 Penalty: 3779.662354
Iteration 84Q: 3 clusters Score -1.631892e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62398 members
Mstep: Class 2 contains 49992 members
Entering Unmasked Estep
Score: -16318917.000000 Penalty: 3779.662354
Iteration 85Q: 3 clusters Score -1.631892e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62400 members
Mstep: Class 2 contains 49990 members
Entering Unmasked Estep
Score: -16318908.000000 Penalty: 3779.662354
Iteration 86Q: 3 clusters Score -1.631891e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62392 members
Mstep: Class 2 contains 49998 members
Entering Unmasked Estep
Score: -16318924.000000 Penalty: 3779.662354
Iteration 87Q: 3 clusters Score -1.631892e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62383 members
Mstep: Class 2 contains 50007 members
Entering Unmasked Estep
Score: -16318936.000000 Penalty: 3779.662354
Iteration 88Q: 3 clusters Score -1.631894e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62378 members
Mstep: Class 2 contains 50012 members
Entering Unmasked Estep
Score: -16318950.000000 Penalty: 3779.662354
Iteration 89Q: 3 clusters Score -1.631895e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62374 members
Mstep: Class 2 contains 50016 members
Entering Unmasked Estep
Score: -16318955.000000 Penalty: 3779.662354
Iteration 90Q: 3 clusters Score -1.631896e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62370 members
Mstep: Class 2 contains 50020 members
Entering Unmasked Estep
Score: -16318945.000000 Penalty: 3779.662354
Iteration 91Q: 3 clusters Score -1.631894e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62364 members
Mstep: Class 2 contains 50026 members
Entering Unmasked Estep
Score: -16318956.000000 Penalty: 3779.662354
Iteration 92Q: 3 clusters Score -1.631896e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62362 members
Mstep: Class 2 contains 50028 members
Entering Unmasked Estep
Score: -16318954.000000 Penalty: 3779.662354
Iteration 93Q: 3 clusters Score -1.631895e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62358 members
Mstep: Class 2 contains 50032 members
Entering Unmasked Estep
Score: -16318964.000000 Penalty: 3779.662354
Iteration 94Q: 3 clusters Score -1.631896e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62366 members
Mstep: Class 2 contains 50024 members
Entering Unmasked Estep
Score: -16318957.000000 Penalty: 3779.662354
Iteration 95Q: 3 clusters Score -1.631896e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62371 members
Mstep: Class 2 contains 50019 members
Entering Unmasked Estep
Score: -16318981.000000 Penalty: 3779.662354
Iteration 96Q: 3 clusters Score -1.631898e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62371 members
Mstep: Class 2 contains 50019 members
Entering Unmasked Estep
Score: -16318964.000000 Penalty: 3779.662354
Iteration 97Q: 3 clusters Score -1.631896e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62373 members
Mstep: Class 2 contains 50017 members
Entering Unmasked Estep
Score: -16318971.000000 Penalty: 3779.662354
Iteration 98Q: 3 clusters Score -1.631897e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62376 members
Mstep: Class 2 contains 50014 members
Entering Unmasked Estep
Score: -16318977.000000 Penalty: 3779.662354
Iteration 99Q: 3 clusters Score -1.631898e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62373 members
Mstep: Class 2 contains 50017 members
Entering Unmasked Estep
Score: -16318981.000000 Penalty: 3779.662354
Iteration 100F: 3 clusters Score -1.631898e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62382 members
Mstep: Class 2 contains 50008 members
Entering Unmasked Estep
Score: -16318982.000000 Penalty: 3779.662354
Iteration 101Q: 3 clusters Score -1.631898e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62389 members
Mstep: Class 2 contains 50001 members
Entering Unmasked Estep
Score: -16318978.000000 Penalty: 3779.662354
Iteration 102Q: 3 clusters Score -1.631898e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16318979.000000 Penalty: 3779.662354
Iteration 103Q: 3 clusters Score -1.631898e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16318959.000000 Penalty: 3779.662354
Iteration 104Q: 3 clusters Score -1.631896e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62392 members
Mstep: Class 2 contains 49998 members
Entering Unmasked Estep
Score: -16318976.000000 Penalty: 3779.662354
Iteration 105Q: 3 clusters Score -1.631898e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62393 members
Mstep: Class 2 contains 49997 members
Entering Unmasked Estep
Score: -16318968.000000 Penalty: 3779.662354
Iteration 106Q: 3 clusters Score -1.631897e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62391 members
Mstep: Class 2 contains 49999 members
Entering Unmasked Estep
Score: -16318964.000000 Penalty: 3779.662354
Iteration 107Q: 3 clusters Score -1.631896e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62390 members
Mstep: Class 2 contains 50000 members
Entering Unmasked Estep
Score: -16318958.000000 Penalty: 3779.662354
Iteration 108Q: 3 clusters Score -1.631896e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62400 members
Mstep: Class 2 contains 49990 members
Entering Unmasked Estep
Score: -16318960.000000 Penalty: 3779.662354
Iteration 109Q: 3 clusters Score -1.631896e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62402 members
Mstep: Class 2 contains 49988 members
Entering Unmasked Estep
Score: -16318955.000000 Penalty: 3779.662354
Iteration 110Q: 3 clusters Score -1.631896e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62400 members
Mstep: Class 2 contains 49990 members
Entering Unmasked Estep
Score: -16318965.000000 Penalty: 3779.662354
Iteration 111Q: 3 clusters Score -1.631896e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62400 members
Mstep: Class 2 contains 49990 members
Entering Unmasked Estep
Score: -16318956.000000 Penalty: 3779.662354
Iteration 112Q: 3 clusters Score -1.631896e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62397 members
Mstep: Class 2 contains 49993 members
Entering Unmasked Estep
Score: -16318965.000000 Penalty: 3779.662354
Iteration 113Q: 3 clusters Score -1.631896e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62399 members
Mstep: Class 2 contains 49991 members
Entering Unmasked Estep
Score: -16318967.000000 Penalty: 3779.662354
Iteration 114Q: 3 clusters Score -1.631897e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62399 members
Mstep: Class 2 contains 49991 members
Entering Unmasked Estep
Score: -16318968.000000 Penalty: 3779.662354
Iteration 115Q: 3 clusters Score -1.631897e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62397 members
Mstep: Class 2 contains 49993 members
Entering Unmasked Estep
Score: -16318970.000000 Penalty: 3779.662354
Iteration 116Q: 3 clusters Score -1.631897e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62394 members
Mstep: Class 2 contains 49996 members
Entering Unmasked Estep
Score: -16318975.000000 Penalty: 3779.662354
Iteration 117Q: 3 clusters Score -1.631898e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62396 members
Mstep: Class 2 contains 49994 members
Entering Unmasked Estep
Score: -16318983.000000 Penalty: 3779.662354
Iteration 118Q: 3 clusters Score -1.631898e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62396 members
Mstep: Class 2 contains 49994 members
Entering Unmasked Estep
Score: -16318969.000000 Penalty: 3779.662354
Iteration 119Q: 3 clusters Score -1.631897e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62398 members
Mstep: Class 2 contains 49992 members
Entering Unmasked Estep
Score: -16318962.000000 Penalty: 3779.662354
Iteration 120F: 3 clusters Score -1.631896e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62401 members
Mstep: Class 2 contains 49989 members
Entering Unmasked Estep
Score: -16318983.000000 Penalty: 3779.662354
Iteration 121Q: 3 clusters Score -1.631898e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62402 members
Mstep: Class 2 contains 49988 members
Entering Unmasked Estep
Score: -16318972.000000 Penalty: 3779.662354
Iteration 122Q: 3 clusters Score -1.631897e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62400 members
Mstep: Class 2 contains 49990 members
Entering Unmasked Estep
Score: -16318973.000000 Penalty: 3779.662354
Iteration 123Q: 3 clusters Score -1.631897e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62403 members
Mstep: Class 2 contains 49987 members
Entering Unmasked Estep
Score: -16318959.000000 Penalty: 3779.662354
Iteration 124Q: 3 clusters Score -1.631896e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62401 members
Mstep: Class 2 contains 49989 members
Entering Unmasked Estep
Score: -16318950.000000 Penalty: 3779.662354
Iteration 125Q: 3 clusters Score -1.631895e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62401 members
Mstep: Class 2 contains 49989 members
Entering Unmasked Estep
Score: -16318949.000000 Penalty: 3779.662354
Iteration 126Q: 3 clusters Score -1.631895e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62401 members
Mstep: Class 2 contains 49989 members
Entering Unmasked Estep
Score: -16318942.000000 Penalty: 3779.662354
Iteration 127Q: 3 clusters Score -1.631894e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62397 members
Mstep: Class 2 contains 49993 members
Entering Unmasked Estep
Score: -16318932.000000 Penalty: 3779.662354
Iteration 128Q: 3 clusters Score -1.631893e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62389 members
Mstep: Class 2 contains 50001 members
Entering Unmasked Estep
Score: -16318923.000000 Penalty: 3779.662354
Iteration 129Q: 3 clusters Score -1.631892e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62384 members
Mstep: Class 2 contains 50006 members
Entering Unmasked Estep
Score: -16318921.000000 Penalty: 3779.662354
Iteration 130Q: 3 clusters Score -1.631892e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62385 members
Mstep: Class 2 contains 50005 members
Entering Unmasked Estep
Score: -16318932.000000 Penalty: 3779.662354
Iteration 131Q: 3 clusters Score -1.631893e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62385 members
Mstep: Class 2 contains 50005 members
Entering Unmasked Estep
Score: -16318950.000000 Penalty: 3779.662354
Iteration 132Q: 3 clusters Score -1.631895e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62385 members
Mstep: Class 2 contains 50005 members
Entering Unmasked Estep
Score: -16318948.000000 Penalty: 3779.662354
Iteration 133Q: 3 clusters Score -1.631895e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62381 members
Mstep: Class 2 contains 50009 members
Entering Unmasked Estep
Score: -16318955.000000 Penalty: 3779.662354
Iteration 134Q: 3 clusters Score -1.631896e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62381 members
Mstep: Class 2 contains 50009 members
Entering Unmasked Estep
Score: -16318934.000000 Penalty: 3779.662354
Iteration 135Q: 3 clusters Score -1.631893e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62385 members
Mstep: Class 2 contains 50005 members
Entering Unmasked Estep
Score: -16318934.000000 Penalty: 3779.662354
Iteration 136Q: 3 clusters Score -1.631893e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62388 members
Mstep: Class 2 contains 50002 members
Entering Unmasked Estep
Score: -16318927.000000 Penalty: 3779.662354
Iteration 137Q: 3 clusters Score -1.631893e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62392 members
Mstep: Class 2 contains 49998 members
Entering Unmasked Estep
Score: -16318922.000000 Penalty: 3779.662354
Iteration 138Q: 3 clusters Score -1.631892e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62395 members
Mstep: Class 2 contains 49995 members
Entering Unmasked Estep
Score: -16318920.000000 Penalty: 3779.662354
Iteration 139Q: 3 clusters Score -1.631892e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62399 members
Mstep: Class 2 contains 49991 members
Entering Unmasked Estep
Score: -16318921.000000 Penalty: 3779.662354
Iteration 140F: 3 clusters Score -1.631892e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62402 members
Mstep: Class 2 contains 49988 members
Entering Unmasked Estep
Score: -16318923.000000 Penalty: 3779.662354
Iteration 141Q: 3 clusters Score -1.631892e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62407 members
Mstep: Class 2 contains 49983 members
Entering Unmasked Estep
Score: -16318924.000000 Penalty: 3779.662354
Iteration 142Q: 3 clusters Score -1.631892e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62407 members
Mstep: Class 2 contains 49983 members
Entering Unmasked Estep
Score: -16318926.000000 Penalty: 3779.662354
Iteration 143Q: 3 clusters Score -1.631893e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 49982 members
Entering Unmasked Estep
Score: -16318909.000000 Penalty: 3779.662354
Iteration 144Q: 3 clusters Score -1.631891e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 49982 members
Entering Unmasked Estep
Score: -16318909.000000 Penalty: 3779.662354
Iteration 145F: 3 clusters Score -1.631891e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 143945 members
Mstep: Class 3 contains 144912 members
Mstep: Class 4 contains 78851 members
Mstep: Class 5 contains 72921 members
Mstep: Class 6 contains 140148 members
Mstep: Class 7 contains 134890 members
Mstep: Class 8 contains 109923 members
Mstep: Class 9 contains 91597 members
Mstep: Class 10 contains 73614 members
Mstep: Class 11 contains 149490 members
Mstep: Class 12 contains 96601 members
Mstep: Class 13 contains 160638 members
Mstep: Class 14 contains 140135 members
Mstep: Class 15 contains 133228 members
Mstep: Class 16 contains 81935 members
Mstep: Class 17 contains 72970 members
Mstep: Class 18 contains 60820 members
Mstep: Class 19 contains 139399 members
Mstep: Class 20 contains 113692 members
Mstep: Class 21 contains 140224 members
Mstep: Class 22 contains 62932 members
Mstep: Class 23 contains 71489 members
Mstep: Class 24 contains 138167 members
Mstep: Class 25 contains 131325 members
Mstep: Class 26 contains 116596 members
Mstep: Class 27 contains 113573 members
Mstep: Class 28 contains 105932 members
Mstep: Class 29 contains 142110 members
Mstep: Class 30 contains 136968 members
Mstep: Class 31 contains 133933 members
Mstep: Class 32 contains 88902 members
Mstep: Class 33 contains 165400 members
Mstep: Class 34 contains 96370 members
Mstep: Class 35 contains 44525 members
Mstep: Class 36 contains 92600 members
Mstep: Class 37 contains 49982 members
Entering Unmasked Estep
Score: -545065984.000000 Penalty: 91452.398438
Splitting cluster 1 changes total score from -544993280.000000 to -545065984.000000
So it's getting split into cluster 37.
Entering ConstructFrom:
Trying to split cluster 2 (143945 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143945 members
Entering Unmasked Estep
Score: -20843132.000000 Penalty: 1930.042847
Iteration 0F: 2 clusters Score -2.084313e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71948 members
Mstep: Class 2 contains 71997 members
Entering Unmasked Estep
Score: -20789856.000000 Penalty: 3860.085693
Iteration 0F: 3 clusters Score -2.078986e+07 nChanged 69489
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73703 members
Mstep: Class 2 contains 70242 members
Entering Unmasked Estep
Score: -20830880.000000 Penalty: 3860.085693
Iteration 1F: 3 clusters Score -2.083088e+07 nChanged 7416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72429 members
Mstep: Class 2 contains 71516 members
Entering Unmasked Estep
Score: -20832712.000000 Penalty: 3860.085693
Iteration 2F: 3 clusters Score -2.083271e+07 nChanged 6456
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73061 members
Mstep: Class 2 contains 70884 members
Entering Unmasked Estep
Score: -20835712.000000 Penalty: 3860.085693
Iteration 3Q: 3 clusters Score -2.083571e+07 nChanged 7346
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73187 members
Mstep: Class 2 contains 70758 members
Entering Unmasked Estep
Score: -20839430.000000 Penalty: 3860.085693
Iteration 4F: 3 clusters Score -2.083943e+07 nChanged 8312
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73489 members
Mstep: Class 2 contains 70456 members
Entering Unmasked Estep
Score: -20843122.000000 Penalty: 3860.085693
Iteration 5F: 3 clusters Score -2.084312e+07 nChanged 8525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73932 members
Mstep: Class 2 contains 70013 members
Entering Unmasked Estep
Score: -20847276.000000 Penalty: 3860.085693
Iteration 6F: 3 clusters Score -2.084728e+07 nChanged 8397
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74287 members
Mstep: Class 2 contains 69658 members
Entering Unmasked Estep
Score: -20851206.000000 Penalty: 3860.085693
Iteration 7F: 3 clusters Score -2.085121e+07 nChanged 8055
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74472 members
Mstep: Class 2 contains 69473 members
Entering Unmasked Estep
Score: -20855094.000000 Penalty: 3860.085693
Iteration 8F: 3 clusters Score -2.085509e+07 nChanged 7711
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74531 members
Mstep: Class 2 contains 69414 members
Entering Unmasked Estep
Score: -20859228.000000 Penalty: 3860.085693
Iteration 9F: 3 clusters Score -2.085923e+07 nChanged 6912
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74445 members
Mstep: Class 2 contains 69500 members
Entering Unmasked Estep
Score: -20862274.000000 Penalty: 3860.085693
Iteration 10Q: 3 clusters Score -2.086227e+07 nChanged 5526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74215 members
Mstep: Class 2 contains 69730 members
Entering Unmasked Estep
Score: -20863946.000000 Penalty: 3860.085693
Iteration 11Q: 3 clusters Score -2.086395e+07 nChanged 3878
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74023 members
Mstep: Class 2 contains 69922 members
Entering Unmasked Estep
Score: -20864884.000000 Penalty: 3860.085693
Iteration 12Q: 3 clusters Score -2.086488e+07 nChanged 2845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73864 members
Mstep: Class 2 contains 70081 members
Entering Unmasked Estep
Score: -20865258.000000 Penalty: 3860.085693
Iteration 13Q: 3 clusters Score -2.086526e+07 nChanged 2356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73756 members
Mstep: Class 2 contains 70189 members
Entering Unmasked Estep
Score: -20865548.000000 Penalty: 3860.085693
Iteration 14Q: 3 clusters Score -2.086555e+07 nChanged 2168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73752 members
Mstep: Class 2 contains 70193 members
Entering Unmasked Estep
Score: -20865980.000000 Penalty: 3860.085693
Iteration 15Q: 3 clusters Score -2.086598e+07 nChanged 1997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73893 members
Mstep: Class 2 contains 70052 members
Entering Unmasked Estep
Score: -20866336.000000 Penalty: 3860.085693
Iteration 16Q: 3 clusters Score -2.086634e+07 nChanged 1762
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74051 members
Mstep: Class 2 contains 69894 members
Entering Unmasked Estep
Score: -20866678.000000 Penalty: 3860.085693
Iteration 17Q: 3 clusters Score -2.086668e+07 nChanged 1644
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74181 members
Mstep: Class 2 contains 69764 members
Entering Unmasked Estep
Score: -20866920.000000 Penalty: 3860.085693
Iteration 18Q: 3 clusters Score -2.086692e+07 nChanged 1467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74372 members
Mstep: Class 2 contains 69573 members
Entering Unmasked Estep
Score: -20867036.000000 Penalty: 3860.085693
Iteration 19Q: 3 clusters Score -2.086704e+07 nChanged 1309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74553 members
Mstep: Class 2 contains 69392 members
Entering Unmasked Estep
Score: -20867078.000000 Penalty: 3860.085693
Iteration 20F: 3 clusters Score -2.086708e+07 nChanged 1184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74679 members
Mstep: Class 2 contains 69266 members
Entering Unmasked Estep
Score: -20867116.000000 Penalty: 3860.085693
Iteration 21Q: 3 clusters Score -2.086712e+07 nChanged 1080
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74869 members
Mstep: Class 2 contains 69076 members
Entering Unmasked Estep
Score: -20867152.000000 Penalty: 3860.085693
Iteration 22Q: 3 clusters Score -2.086715e+07 nChanged 1030
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74987 members
Mstep: Class 2 contains 68958 members
Entering Unmasked Estep
Score: -20867130.000000 Penalty: 3860.085693
Iteration 23Q: 3 clusters Score -2.086713e+07 nChanged 937
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75022 members
Mstep: Class 2 contains 68923 members
Entering Unmasked Estep
Score: -20867176.000000 Penalty: 3860.085693
Iteration 24Q: 3 clusters Score -2.086718e+07 nChanged 887
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75079 members
Mstep: Class 2 contains 68866 members
Entering Unmasked Estep
Score: -20867222.000000 Penalty: 3860.085693
Iteration 25Q: 3 clusters Score -2.086722e+07 nChanged 749
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75142 members
Mstep: Class 2 contains 68803 members
Entering Unmasked Estep
Score: -20867260.000000 Penalty: 3860.085693
Iteration 26Q: 3 clusters Score -2.086726e+07 nChanged 664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75228 members
Mstep: Class 2 contains 68717 members
Entering Unmasked Estep
Score: -20867206.000000 Penalty: 3860.085693
Iteration 27Q: 3 clusters Score -2.086721e+07 nChanged 550
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75326 members
Mstep: Class 2 contains 68619 members
Entering Unmasked Estep
Score: -20867166.000000 Penalty: 3860.085693
Iteration 28Q: 3 clusters Score -2.086717e+07 nChanged 457
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75413 members
Mstep: Class 2 contains 68532 members
Entering Unmasked Estep
Score: -20867074.000000 Penalty: 3860.085693
Iteration 29Q: 3 clusters Score -2.086707e+07 nChanged 414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75477 members
Mstep: Class 2 contains 68468 members
Entering Unmasked Estep
Score: -20867064.000000 Penalty: 3860.085693
Iteration 30Q: 3 clusters Score -2.086706e+07 nChanged 401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75508 members
Mstep: Class 2 contains 68437 members
Entering Unmasked Estep
Score: -20867094.000000 Penalty: 3860.085693
Iteration 31Q: 3 clusters Score -2.086709e+07 nChanged 348
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75548 members
Mstep: Class 2 contains 68397 members
Entering Unmasked Estep
Score: -20867096.000000 Penalty: 3860.085693
Iteration 32Q: 3 clusters Score -2.08671e+07 nChanged 332
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75594 members
Mstep: Class 2 contains 68351 members
Entering Unmasked Estep
Score: -20867032.000000 Penalty: 3860.085693
Iteration 33Q: 3 clusters Score -2.086703e+07 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75629 members
Mstep: Class 2 contains 68316 members
Entering Unmasked Estep
Score: -20866992.000000 Penalty: 3860.085693
Iteration 34Q: 3 clusters Score -2.086699e+07 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75628 members
Mstep: Class 2 contains 68317 members
Entering Unmasked Estep
Score: -20866964.000000 Penalty: 3860.085693
Iteration 35Q: 3 clusters Score -2.086696e+07 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75620 members
Mstep: Class 2 contains 68325 members
Entering Unmasked Estep
Score: -20866930.000000 Penalty: 3860.085693
Iteration 36Q: 3 clusters Score -2.086693e+07 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75621 members
Mstep: Class 2 contains 68324 members
Entering Unmasked Estep
Score: -20866928.000000 Penalty: 3860.085693
Iteration 37Q: 3 clusters Score -2.086693e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75621 members
Mstep: Class 2 contains 68324 members
Entering Unmasked Estep
Score: -20866892.000000 Penalty: 3860.085693
Iteration 38Q: 3 clusters Score -2.086689e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75624 members
Mstep: Class 2 contains 68321 members
Entering Unmasked Estep
Score: -20866914.000000 Penalty: 3860.085693
Iteration 39Q: 3 clusters Score -2.086691e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75634 members
Mstep: Class 2 contains 68311 members
Entering Unmasked Estep
Score: -20866856.000000 Penalty: 3860.085693
Iteration 40F: 3 clusters Score -2.086686e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75648 members
Mstep: Class 2 contains 68297 members
Entering Unmasked Estep
Score: -20866792.000000 Penalty: 3860.085693
Iteration 41Q: 3 clusters Score -2.086679e+07 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75657 members
Mstep: Class 2 contains 68288 members
Entering Unmasked Estep
Score: -20866820.000000 Penalty: 3860.085693
Iteration 42Q: 3 clusters Score -2.086682e+07 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75648 members
Mstep: Class 2 contains 68297 members
Entering Unmasked Estep
Score: -20866818.000000 Penalty: 3860.085693
Iteration 43Q: 3 clusters Score -2.086682e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75648 members
Mstep: Class 2 contains 68297 members
Entering Unmasked Estep
Score: -20866876.000000 Penalty: 3860.085693
Iteration 44Q: 3 clusters Score -2.086688e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75625 members
Mstep: Class 2 contains 68320 members
Entering Unmasked Estep
Score: -20866886.000000 Penalty: 3860.085693
Iteration 45Q: 3 clusters Score -2.086689e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75616 members
Mstep: Class 2 contains 68329 members
Entering Unmasked Estep
Score: -20866848.000000 Penalty: 3860.085693
Iteration 46Q: 3 clusters Score -2.086685e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75623 members
Mstep: Class 2 contains 68322 members
Entering Unmasked Estep
Score: -20866842.000000 Penalty: 3860.085693
Iteration 47Q: 3 clusters Score -2.086684e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75645 members
Mstep: Class 2 contains 68300 members
Entering Unmasked Estep
Score: -20866838.000000 Penalty: 3860.085693
Iteration 48Q: 3 clusters Score -2.086684e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75662 members
Mstep: Class 2 contains 68283 members
Entering Unmasked Estep
Score: -20866862.000000 Penalty: 3860.085693
Iteration 49Q: 3 clusters Score -2.086686e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75657 members
Mstep: Class 2 contains 68288 members
Entering Unmasked Estep
Score: -20866874.000000 Penalty: 3860.085693
Iteration 50Q: 3 clusters Score -2.086687e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75660 members
Mstep: Class 2 contains 68285 members
Entering Unmasked Estep
Score: -20866868.000000 Penalty: 3860.085693
Iteration 51Q: 3 clusters Score -2.086687e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75664 members
Mstep: Class 2 contains 68281 members
Entering Unmasked Estep
Score: -20866874.000000 Penalty: 3860.085693
Iteration 52Q: 3 clusters Score -2.086687e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75671 members
Mstep: Class 2 contains 68274 members
Entering Unmasked Estep
Score: -20866882.000000 Penalty: 3860.085693
Iteration 53Q: 3 clusters Score -2.086688e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75665 members
Mstep: Class 2 contains 68280 members
Entering Unmasked Estep
Score: -20866834.000000 Penalty: 3860.085693
Iteration 54Q: 3 clusters Score -2.086683e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75656 members
Mstep: Class 2 contains 68289 members
Entering Unmasked Estep
Score: -20866828.000000 Penalty: 3860.085693
Iteration 55Q: 3 clusters Score -2.086683e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75647 members
Mstep: Class 2 contains 68298 members
Entering Unmasked Estep
Score: -20866828.000000 Penalty: 3860.085693
Iteration 56Q: 3 clusters Score -2.086683e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75640 members
Mstep: Class 2 contains 68305 members
Entering Unmasked Estep
Score: -20866824.000000 Penalty: 3860.085693
Iteration 57Q: 3 clusters Score -2.086682e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75643 members
Mstep: Class 2 contains 68302 members
Entering Unmasked Estep
Score: -20866836.000000 Penalty: 3860.085693
Iteration 58Q: 3 clusters Score -2.086684e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75645 members
Mstep: Class 2 contains 68300 members
Entering Unmasked Estep
Score: -20866862.000000 Penalty: 3860.085693
Iteration 59Q: 3 clusters Score -2.086686e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75648 members
Mstep: Class 2 contains 68297 members
Entering Unmasked Estep
Score: -20866830.000000 Penalty: 3860.085693
Iteration 60F: 3 clusters Score -2.086683e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75652 members
Mstep: Class 2 contains 68293 members
Entering Unmasked Estep
Score: -20866848.000000 Penalty: 3860.085693
Iteration 61Q: 3 clusters Score -2.086685e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75656 members
Mstep: Class 2 contains 68289 members
Entering Unmasked Estep
Score: -20866836.000000 Penalty: 3860.085693
Iteration 62Q: 3 clusters Score -2.086684e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75663 members
Mstep: Class 2 contains 68282 members
Entering Unmasked Estep
Score: -20866842.000000 Penalty: 3860.085693
Iteration 63Q: 3 clusters Score -2.086684e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75667 members
Mstep: Class 2 contains 68278 members
Entering Unmasked Estep
Score: -20866852.000000 Penalty: 3860.085693
Iteration 64Q: 3 clusters Score -2.086685e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75667 members
Mstep: Class 2 contains 68278 members
Entering Unmasked Estep
Score: -20866858.000000 Penalty: 3860.085693
Iteration 65Q: 3 clusters Score -2.086686e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75671 members
Mstep: Class 2 contains 68274 members
Entering Unmasked Estep
Score: -20866822.000000 Penalty: 3860.085693
Iteration 66Q: 3 clusters Score -2.086682e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75682 members
Mstep: Class 2 contains 68263 members
Entering Unmasked Estep
Score: -20866832.000000 Penalty: 3860.085693
Iteration 67Q: 3 clusters Score -2.086683e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75684 members
Mstep: Class 2 contains 68261 members
Entering Unmasked Estep
Score: -20866820.000000 Penalty: 3860.085693
Iteration 68Q: 3 clusters Score -2.086682e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75682 members
Mstep: Class 2 contains 68263 members
Entering Unmasked Estep
Score: -20866790.000000 Penalty: 3860.085693
Iteration 69Q: 3 clusters Score -2.086679e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75675 members
Mstep: Class 2 contains 68270 members
Entering Unmasked Estep
Score: -20866806.000000 Penalty: 3860.085693
Iteration 70Q: 3 clusters Score -2.086681e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75676 members
Mstep: Class 2 contains 68269 members
Entering Unmasked Estep
Score: -20866820.000000 Penalty: 3860.085693
Iteration 71Q: 3 clusters Score -2.086682e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75668 members
Mstep: Class 2 contains 68277 members
Entering Unmasked Estep
Score: -20866804.000000 Penalty: 3860.085693
Iteration 72Q: 3 clusters Score -2.08668e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75648 members
Mstep: Class 2 contains 68297 members
Entering Unmasked Estep
Score: -20866800.000000 Penalty: 3860.085693
Iteration 73Q: 3 clusters Score -2.08668e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75646 members
Mstep: Class 2 contains 68299 members
Entering Unmasked Estep
Score: -20866786.000000 Penalty: 3860.085693
Iteration 74Q: 3 clusters Score -2.086679e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75642 members
Mstep: Class 2 contains 68303 members
Entering Unmasked Estep
Score: -20866802.000000 Penalty: 3860.085693
Iteration 75Q: 3 clusters Score -2.08668e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75643 members
Mstep: Class 2 contains 68302 members
Entering Unmasked Estep
Score: -20866812.000000 Penalty: 3860.085693
Iteration 76Q: 3 clusters Score -2.086681e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75635 members
Mstep: Class 2 contains 68310 members
Entering Unmasked Estep
Score: -20866798.000000 Penalty: 3860.085693
Iteration 77Q: 3 clusters Score -2.08668e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75626 members
Mstep: Class 2 contains 68319 members
Entering Unmasked Estep
Score: -20866792.000000 Penalty: 3860.085693
Iteration 78Q: 3 clusters Score -2.086679e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75621 members
Mstep: Class 2 contains 68324 members
Entering Unmasked Estep
Score: -20866776.000000 Penalty: 3860.085693
Iteration 79Q: 3 clusters Score -2.086678e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75615 members
Mstep: Class 2 contains 68330 members
Entering Unmasked Estep
Score: -20866778.000000 Penalty: 3860.085693
Iteration 80F: 3 clusters Score -2.086678e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75602 members
Mstep: Class 2 contains 68343 members
Entering Unmasked Estep
Score: -20866778.000000 Penalty: 3860.085693
Iteration 81Q: 3 clusters Score -2.086678e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75593 members
Mstep: Class 2 contains 68352 members
Entering Unmasked Estep
Score: -20866758.000000 Penalty: 3860.085693
Iteration 82Q: 3 clusters Score -2.086676e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75585 members
Mstep: Class 2 contains 68360 members
Entering Unmasked Estep
Score: -20866762.000000 Penalty: 3860.085693
Iteration 83Q: 3 clusters Score -2.086676e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75583 members
Mstep: Class 2 contains 68362 members
Entering Unmasked Estep
Score: -20866792.000000 Penalty: 3860.085693
Iteration 84Q: 3 clusters Score -2.086679e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75586 members
Mstep: Class 2 contains 68359 members
Entering Unmasked Estep
Score: -20866776.000000 Penalty: 3860.085693
Iteration 85Q: 3 clusters Score -2.086678e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75598 members
Mstep: Class 2 contains 68347 members
Entering Unmasked Estep
Score: -20866768.000000 Penalty: 3860.085693
Iteration 86Q: 3 clusters Score -2.086677e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75597 members
Mstep: Class 2 contains 68348 members
Entering Unmasked Estep
Score: -20866736.000000 Penalty: 3860.085693
Iteration 87Q: 3 clusters Score -2.086674e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75593 members
Mstep: Class 2 contains 68352 members
Entering Unmasked Estep
Score: -20866718.000000 Penalty: 3860.085693
Iteration 88Q: 3 clusters Score -2.086672e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75590 members
Mstep: Class 2 contains 68355 members
Entering Unmasked Estep
Score: -20866712.000000 Penalty: 3860.085693
Iteration 89Q: 3 clusters Score -2.086671e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75585 members
Mstep: Class 2 contains 68360 members
Entering Unmasked Estep
Score: -20866714.000000 Penalty: 3860.085693
Iteration 90Q: 3 clusters Score -2.086671e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75584 members
Mstep: Class 2 contains 68361 members
Entering Unmasked Estep
Score: -20866694.000000 Penalty: 3860.085693
Iteration 91Q: 3 clusters Score -2.086669e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75582 members
Mstep: Class 2 contains 68363 members
Entering Unmasked Estep
Score: -20866712.000000 Penalty: 3860.085693
Iteration 92Q: 3 clusters Score -2.086671e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75584 members
Mstep: Class 2 contains 68361 members
Entering Unmasked Estep
Score: -20866688.000000 Penalty: 3860.085693
Iteration 93Q: 3 clusters Score -2.086669e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75576 members
Mstep: Class 2 contains 68369 members
Entering Unmasked Estep
Score: -20866690.000000 Penalty: 3860.085693
Iteration 94Q: 3 clusters Score -2.086669e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75572 members
Mstep: Class 2 contains 68373 members
Entering Unmasked Estep
Score: -20866688.000000 Penalty: 3860.085693
Iteration 95Q: 3 clusters Score -2.086669e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75569 members
Mstep: Class 2 contains 68376 members
Entering Unmasked Estep
Score: -20866690.000000 Penalty: 3860.085693
Iteration 96Q: 3 clusters Score -2.086669e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75566 members
Mstep: Class 2 contains 68379 members
Entering Unmasked Estep
Score: -20866688.000000 Penalty: 3860.085693
Iteration 97Q: 3 clusters Score -2.086669e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75563 members
Mstep: Class 2 contains 68382 members
Entering Unmasked Estep
Score: -20866696.000000 Penalty: 3860.085693
Iteration 98Q: 3 clusters Score -2.08667e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75562 members
Mstep: Class 2 contains 68383 members
Entering Unmasked Estep
Score: -20866694.000000 Penalty: 3860.085693
Iteration 99Q: 3 clusters Score -2.086669e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75561 members
Mstep: Class 2 contains 68384 members
Entering Unmasked Estep
Score: -20866682.000000 Penalty: 3860.085693
Iteration 100F: 3 clusters Score -2.086668e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75560 members
Mstep: Class 2 contains 68385 members
Entering Unmasked Estep
Score: -20866692.000000 Penalty: 3860.085693
Iteration 101Q: 3 clusters Score -2.086669e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75559 members
Mstep: Class 2 contains 68386 members
Entering Unmasked Estep
Score: -20866680.000000 Penalty: 3860.085693
Iteration 102Q: 3 clusters Score -2.086668e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75559 members
Mstep: Class 2 contains 68386 members
Entering Unmasked Estep
Score: -20866678.000000 Penalty: 3860.085693
Iteration 103Q: 3 clusters Score -2.086668e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75560 members
Mstep: Class 2 contains 68385 members
Entering Unmasked Estep
Score: -20866680.000000 Penalty: 3860.085693
Iteration 104Q: 3 clusters Score -2.086668e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75562 members
Mstep: Class 2 contains 68383 members
Entering Unmasked Estep
Score: -20866678.000000 Penalty: 3860.085693
Iteration 105Q: 3 clusters Score -2.086668e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75563 members
Mstep: Class 2 contains 68382 members
Entering Unmasked Estep
Score: -20866692.000000 Penalty: 3860.085693
Iteration 106Q: 3 clusters Score -2.086669e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75565 members
Mstep: Class 2 contains 68380 members
Entering Unmasked Estep
Score: -20866692.000000 Penalty: 3860.085693
Iteration 107Q: 3 clusters Score -2.086669e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75565 members
Mstep: Class 2 contains 68380 members
Entering Unmasked Estep
Score: -20866688.000000 Penalty: 3860.085693
Iteration 108Q: 3 clusters Score -2.086669e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75564 members
Mstep: Class 2 contains 68381 members
Entering Unmasked Estep
Score: -20866678.000000 Penalty: 3860.085693
Iteration 109Q: 3 clusters Score -2.086668e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75562 members
Mstep: Class 2 contains 68383 members
Entering Unmasked Estep
Score: -20866682.000000 Penalty: 3860.085693
Iteration 110Q: 3 clusters Score -2.086668e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75562 members
Mstep: Class 2 contains 68383 members
Entering Unmasked Estep
Score: -20866682.000000 Penalty: 3860.085693
Iteration 111F: 3 clusters Score -2.086668e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 75562 members
Mstep: Class 3 contains 144912 members
Mstep: Class 4 contains 78851 members
Mstep: Class 5 contains 72921 members
Mstep: Class 6 contains 140148 members
Mstep: Class 7 contains 134890 members
Mstep: Class 8 contains 109923 members
Mstep: Class 9 contains 91597 members
Mstep: Class 10 contains 73614 members
Mstep: Class 11 contains 149490 members
Mstep: Class 12 contains 96601 members
Mstep: Class 13 contains 160638 members
Mstep: Class 14 contains 140135 members
Mstep: Class 15 contains 133228 members
Mstep: Class 16 contains 81935 members
Mstep: Class 17 contains 72970 members
Mstep: Class 18 contains 60820 members
Mstep: Class 19 contains 139399 members
Mstep: Class 20 contains 113692 members
Mstep: Class 21 contains 140224 members
Mstep: Class 22 contains 62932 members
Mstep: Class 23 contains 71489 members
Mstep: Class 24 contains 138167 members
Mstep: Class 25 contains 131325 members
Mstep: Class 26 contains 116596 members
Mstep: Class 27 contains 113573 members
Mstep: Class 28 contains 105932 members
Mstep: Class 29 contains 142110 members
Mstep: Class 30 contains 136968 members
Mstep: Class 31 contains 133933 members
Mstep: Class 32 contains 88902 members
Mstep: Class 33 contains 165400 members
Mstep: Class 34 contains 96370 members
Mstep: Class 35 contains 44525 members
Mstep: Class 36 contains 92600 members
Mstep: Class 37 contains 49982 members
Mstep: Class 38 contains 68383 members
Entering Unmasked Estep
Score: -545139328.000000 Penalty: 93924.085938
Splitting cluster 2 changes total score from -544993280.000000 to -545139328.000000
So it's getting split into cluster 38.
Entering ConstructFrom:
Trying to split cluster 3 (144912 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144912 members
Entering Unmasked Estep
Score: -20845106.000000 Penalty: 1931.130737
Iteration 0F: 2 clusters Score -2.084511e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72479 members
Mstep: Class 2 contains 72433 members
Entering Unmasked Estep
Score: -20847614.000000 Penalty: 3862.261475
Iteration 0F: 3 clusters Score -2.084761e+07 nChanged 69940
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63853 members
Mstep: Class 2 contains 81059 members
Entering Unmasked Estep
Score: -20888454.000000 Penalty: 3862.261475
Iteration 1F: 3 clusters Score -2.088845e+07 nChanged 17163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70640 members
Mstep: Class 2 contains 74272 members
Entering Unmasked Estep
Score: -20890114.000000 Penalty: 3862.261475
Iteration 2F: 3 clusters Score -2.089011e+07 nChanged 8938
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75648 members
Mstep: Class 2 contains 69264 members
Entering Unmasked Estep
Score: -20892558.000000 Penalty: 3862.261475
Iteration 3F: 3 clusters Score -2.089256e+07 nChanged 8802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73640 members
Mstep: Class 2 contains 71272 members
Entering Unmasked Estep
Score: -20894790.000000 Penalty: 3862.261475
Iteration 4F: 3 clusters Score -2.089479e+07 nChanged 7340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71822 members
Mstep: Class 2 contains 73090 members
Entering Unmasked Estep
Score: -20897922.000000 Penalty: 3862.261475
Iteration 5F: 3 clusters Score -2.089792e+07 nChanged 9012
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72664 members
Mstep: Class 2 contains 72248 members
Entering Unmasked Estep
Score: -20902352.000000 Penalty: 3862.261475
Iteration 6F: 3 clusters Score -2.090235e+07 nChanged 8777
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73393 members
Mstep: Class 2 contains 71519 members
Entering Unmasked Estep
Score: -20907618.000000 Penalty: 3862.261475
Iteration 7F: 3 clusters Score -2.090762e+07 nChanged 8624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73531 members
Mstep: Class 2 contains 71381 members
Entering Unmasked Estep
Score: -20913058.000000 Penalty: 3862.261475
Iteration 8F: 3 clusters Score -2.091306e+07 nChanged 7841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73630 members
Mstep: Class 2 contains 71282 members
Entering Unmasked Estep
Score: -20916810.000000 Penalty: 3862.261475
Iteration 9F: 3 clusters Score -2.091681e+07 nChanged 5752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74124 members
Mstep: Class 2 contains 70788 members
Entering Unmasked Estep
Score: -20919006.000000 Penalty: 3862.261475
Iteration 10Q: 3 clusters Score -2.091901e+07 nChanged 3616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74496 members
Mstep: Class 2 contains 70416 members
Entering Unmasked Estep
Score: -20919980.000000 Penalty: 3862.261475
Iteration 11Q: 3 clusters Score -2.091998e+07 nChanged 2621
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74839 members
Mstep: Class 2 contains 70073 members
Entering Unmasked Estep
Score: -20920694.000000 Penalty: 3862.261475
Iteration 12Q: 3 clusters Score -2.092069e+07 nChanged 2466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75165 members
Mstep: Class 2 contains 69747 members
Entering Unmasked Estep
Score: -20921500.000000 Penalty: 3862.261475
Iteration 13Q: 3 clusters Score -2.09215e+07 nChanged 2542
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75457 members
Mstep: Class 2 contains 69455 members
Entering Unmasked Estep
Score: -20922500.000000 Penalty: 3862.261475
Iteration 14Q: 3 clusters Score -2.09225e+07 nChanged 2748
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75669 members
Mstep: Class 2 contains 69243 members
Entering Unmasked Estep
Score: -20923222.000000 Penalty: 3862.261475
Iteration 15Q: 3 clusters Score -2.092322e+07 nChanged 2839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75898 members
Mstep: Class 2 contains 69014 members
Entering Unmasked Estep
Score: -20924050.000000 Penalty: 3862.261475
Iteration 16Q: 3 clusters Score -2.092405e+07 nChanged 3025
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76069 members
Mstep: Class 2 contains 68843 members
Entering Unmasked Estep
Score: -20924958.000000 Penalty: 3862.261475
Iteration 17Q: 3 clusters Score -2.092496e+07 nChanged 3146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76293 members
Mstep: Class 2 contains 68619 members
Entering Unmasked Estep
Score: -20925868.000000 Penalty: 3862.261475
Iteration 18Q: 3 clusters Score -2.092587e+07 nChanged 3185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76570 members
Mstep: Class 2 contains 68342 members
Entering Unmasked Estep
Score: -20926702.000000 Penalty: 3862.261475
Iteration 19Q: 3 clusters Score -2.09267e+07 nChanged 3220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76778 members
Mstep: Class 2 contains 68134 members
Entering Unmasked Estep
Score: -20927656.000000 Penalty: 3862.261475
Iteration 20F: 3 clusters Score -2.092766e+07 nChanged 3021
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77083 members
Mstep: Class 2 contains 67829 members
Entering Unmasked Estep
Score: -20928540.000000 Penalty: 3862.261475
Iteration 21Q: 3 clusters Score -2.092854e+07 nChanged 2777
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77420 members
Mstep: Class 2 contains 67492 members
Entering Unmasked Estep
Score: -20929278.000000 Penalty: 3862.261475
Iteration 22Q: 3 clusters Score -2.092928e+07 nChanged 2532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77832 members
Mstep: Class 2 contains 67080 members
Entering Unmasked Estep
Score: -20929684.000000 Penalty: 3862.261475
Iteration 23Q: 3 clusters Score -2.092968e+07 nChanged 2249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78249 members
Mstep: Class 2 contains 66663 members
Entering Unmasked Estep
Score: -20929986.000000 Penalty: 3862.261475
Iteration 24Q: 3 clusters Score -2.092999e+07 nChanged 2082
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78697 members
Mstep: Class 2 contains 66215 members
Entering Unmasked Estep
Score: -20930488.000000 Penalty: 3862.261475
Iteration 25Q: 3 clusters Score -2.093049e+07 nChanged 1877
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79102 members
Mstep: Class 2 contains 65810 members
Entering Unmasked Estep
Score: -20930980.000000 Penalty: 3862.261475
Iteration 26Q: 3 clusters Score -2.093098e+07 nChanged 1624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79336 members
Mstep: Class 2 contains 65576 members
Entering Unmasked Estep
Score: -20931178.000000 Penalty: 3862.261475
Iteration 27Q: 3 clusters Score -2.093118e+07 nChanged 1445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79569 members
Mstep: Class 2 contains 65343 members
Entering Unmasked Estep
Score: -20931394.000000 Penalty: 3862.261475
Iteration 28Q: 3 clusters Score -2.093139e+07 nChanged 1305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79854 members
Mstep: Class 2 contains 65058 members
Entering Unmasked Estep
Score: -20931632.000000 Penalty: 3862.261475
Iteration 29Q: 3 clusters Score -2.093163e+07 nChanged 1141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80061 members
Mstep: Class 2 contains 64851 members
Entering Unmasked Estep
Score: -20931940.000000 Penalty: 3862.261475
Iteration 30Q: 3 clusters Score -2.093194e+07 nChanged 1055
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80166 members
Mstep: Class 2 contains 64746 members
Entering Unmasked Estep
Score: -20931914.000000 Penalty: 3862.261475
Iteration 31Q: 3 clusters Score -2.093191e+07 nChanged 866
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80310 members
Mstep: Class 2 contains 64602 members
Entering Unmasked Estep
Score: -20932058.000000 Penalty: 3862.261475
Iteration 32Q: 3 clusters Score -2.093206e+07 nChanged 775
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80393 members
Mstep: Class 2 contains 64519 members
Entering Unmasked Estep
Score: -20932132.000000 Penalty: 3862.261475
Iteration 33Q: 3 clusters Score -2.093213e+07 nChanged 632
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80403 members
Mstep: Class 2 contains 64509 members
Entering Unmasked Estep
Score: -20932064.000000 Penalty: 3862.261475
Iteration 34Q: 3 clusters Score -2.093206e+07 nChanged 566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80437 members
Mstep: Class 2 contains 64475 members
Entering Unmasked Estep
Score: -20932012.000000 Penalty: 3862.261475
Iteration 35Q: 3 clusters Score -2.093201e+07 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80450 members
Mstep: Class 2 contains 64462 members
Entering Unmasked Estep
Score: -20931954.000000 Penalty: 3862.261475
Iteration 36Q: 3 clusters Score -2.093195e+07 nChanged 398
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80452 members
Mstep: Class 2 contains 64460 members
Entering Unmasked Estep
Score: -20931842.000000 Penalty: 3862.261475
Iteration 37Q: 3 clusters Score -2.093184e+07 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80441 members
Mstep: Class 2 contains 64471 members
Entering Unmasked Estep
Score: -20931754.000000 Penalty: 3862.261475
Iteration 38Q: 3 clusters Score -2.093175e+07 nChanged 282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80393 members
Mstep: Class 2 contains 64519 members
Entering Unmasked Estep
Score: -20931604.000000 Penalty: 3862.261475
Iteration 39Q: 3 clusters Score -2.09316e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80366 members
Mstep: Class 2 contains 64546 members
Entering Unmasked Estep
Score: -20931544.000000 Penalty: 3862.261475
Iteration 40F: 3 clusters Score -2.093154e+07 nChanged 221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80397 members
Mstep: Class 2 contains 64515 members
Entering Unmasked Estep
Score: -20931578.000000 Penalty: 3862.261475
Iteration 41Q: 3 clusters Score -2.093158e+07 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80419 members
Mstep: Class 2 contains 64493 members
Entering Unmasked Estep
Score: -20931582.000000 Penalty: 3862.261475
Iteration 42Q: 3 clusters Score -2.093158e+07 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80429 members
Mstep: Class 2 contains 64483 members
Entering Unmasked Estep
Score: -20931544.000000 Penalty: 3862.261475
Iteration 43Q: 3 clusters Score -2.093154e+07 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80445 members
Mstep: Class 2 contains 64467 members
Entering Unmasked Estep
Score: -20931546.000000 Penalty: 3862.261475
Iteration 44Q: 3 clusters Score -2.093155e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80460 members
Mstep: Class 2 contains 64452 members
Entering Unmasked Estep
Score: -20931532.000000 Penalty: 3862.261475
Iteration 45Q: 3 clusters Score -2.093153e+07 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80481 members
Mstep: Class 2 contains 64431 members
Entering Unmasked Estep
Score: -20931568.000000 Penalty: 3862.261475
Iteration 46Q: 3 clusters Score -2.093157e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80506 members
Mstep: Class 2 contains 64406 members
Entering Unmasked Estep
Score: -20931584.000000 Penalty: 3862.261475
Iteration 47Q: 3 clusters Score -2.093158e+07 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80499 members
Mstep: Class 2 contains 64413 members
Entering Unmasked Estep
Score: -20931558.000000 Penalty: 3862.261475
Iteration 48Q: 3 clusters Score -2.093156e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80481 members
Mstep: Class 2 contains 64431 members
Entering Unmasked Estep
Score: -20931496.000000 Penalty: 3862.261475
Iteration 49Q: 3 clusters Score -2.09315e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80470 members
Mstep: Class 2 contains 64442 members
Entering Unmasked Estep
Score: -20931416.000000 Penalty: 3862.261475
Iteration 50Q: 3 clusters Score -2.093142e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80470 members
Mstep: Class 2 contains 64442 members
Entering Unmasked Estep
Score: -20931424.000000 Penalty: 3862.261475
Iteration 51Q: 3 clusters Score -2.093142e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80474 members
Mstep: Class 2 contains 64438 members
Entering Unmasked Estep
Score: -20931390.000000 Penalty: 3862.261475
Iteration 52Q: 3 clusters Score -2.093139e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80460 members
Mstep: Class 2 contains 64452 members
Entering Unmasked Estep
Score: -20931400.000000 Penalty: 3862.261475
Iteration 53Q: 3 clusters Score -2.09314e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80453 members
Mstep: Class 2 contains 64459 members
Entering Unmasked Estep
Score: -20931384.000000 Penalty: 3862.261475
Iteration 54Q: 3 clusters Score -2.093138e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80455 members
Mstep: Class 2 contains 64457 members
Entering Unmasked Estep
Score: -20931394.000000 Penalty: 3862.261475
Iteration 55Q: 3 clusters Score -2.093139e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80463 members
Mstep: Class 2 contains 64449 members
Entering Unmasked Estep
Score: -20931382.000000 Penalty: 3862.261475
Iteration 56Q: 3 clusters Score -2.093138e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80468 members
Mstep: Class 2 contains 64444 members
Entering Unmasked Estep
Score: -20931378.000000 Penalty: 3862.261475
Iteration 57Q: 3 clusters Score -2.093138e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80474 members
Mstep: Class 2 contains 64438 members
Entering Unmasked Estep
Score: -20931376.000000 Penalty: 3862.261475
Iteration 58Q: 3 clusters Score -2.093138e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80469 members
Mstep: Class 2 contains 64443 members
Entering Unmasked Estep
Score: -20931320.000000 Penalty: 3862.261475
Iteration 59Q: 3 clusters Score -2.093132e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80462 members
Mstep: Class 2 contains 64450 members
Entering Unmasked Estep
Score: -20931290.000000 Penalty: 3862.261475
Iteration 60F: 3 clusters Score -2.093129e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80444 members
Mstep: Class 2 contains 64468 members
Entering Unmasked Estep
Score: -20931286.000000 Penalty: 3862.261475
Iteration 61Q: 3 clusters Score -2.093129e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80435 members
Mstep: Class 2 contains 64477 members
Entering Unmasked Estep
Score: -20931266.000000 Penalty: 3862.261475
Iteration 62Q: 3 clusters Score -2.093127e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80432 members
Mstep: Class 2 contains 64480 members
Entering Unmasked Estep
Score: -20931266.000000 Penalty: 3862.261475
Iteration 63Q: 3 clusters Score -2.093127e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80431 members
Mstep: Class 2 contains 64481 members
Entering Unmasked Estep
Score: -20931254.000000 Penalty: 3862.261475
Iteration 64Q: 3 clusters Score -2.093125e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80426 members
Mstep: Class 2 contains 64486 members
Entering Unmasked Estep
Score: -20931256.000000 Penalty: 3862.261475
Iteration 65Q: 3 clusters Score -2.093126e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80421 members
Mstep: Class 2 contains 64491 members
Entering Unmasked Estep
Score: -20931258.000000 Penalty: 3862.261475
Iteration 66Q: 3 clusters Score -2.093126e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80422 members
Mstep: Class 2 contains 64490 members
Entering Unmasked Estep
Score: -20931248.000000 Penalty: 3862.261475
Iteration 67Q: 3 clusters Score -2.093125e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80422 members
Mstep: Class 2 contains 64490 members
Entering Unmasked Estep
Score: -20931248.000000 Penalty: 3862.261475
Iteration 68F: 3 clusters Score -2.093125e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 75562 members
Mstep: Class 3 contains 80422 members
Mstep: Class 4 contains 78851 members
Mstep: Class 5 contains 72921 members
Mstep: Class 6 contains 140148 members
Mstep: Class 7 contains 134890 members
Mstep: Class 8 contains 109923 members
Mstep: Class 9 contains 91597 members
Mstep: Class 10 contains 73614 members
Mstep: Class 11 contains 149490 members
Mstep: Class 12 contains 96601 members
Mstep: Class 13 contains 160638 members
Mstep: Class 14 contains 140135 members
Mstep: Class 15 contains 133228 members
Mstep: Class 16 contains 81935 members
Mstep: Class 17 contains 72970 members
Mstep: Class 18 contains 60820 members
Mstep: Class 19 contains 139399 members
Mstep: Class 20 contains 113692 members
Mstep: Class 21 contains 140224 members
Mstep: Class 22 contains 62932 members
Mstep: Class 23 contains 71489 members
Mstep: Class 24 contains 138167 members
Mstep: Class 25 contains 131325 members
Mstep: Class 26 contains 116596 members
Mstep: Class 27 contains 113573 members
Mstep: Class 28 contains 105932 members
Mstep: Class 29 contains 142110 members
Mstep: Class 30 contains 136968 members
Mstep: Class 31 contains 133933 members
Mstep: Class 32 contains 88902 members
Mstep: Class 33 contains 165400 members
Mstep: Class 34 contains 96370 members
Mstep: Class 35 contains 44525 members
Mstep: Class 36 contains 92600 members
Mstep: Class 37 contains 49982 members
Mstep: Class 38 contains 68383 members
Mstep: Class 39 contains 64490 members
Entering Unmasked Estep
Score: -545314496.000000 Penalty: 96395.765625
Splitting cluster 3 changes total score from -544993280.000000 to -545314496.000000
So it's getting split into cluster 39.
Entering ConstructFrom:
Trying to split cluster 4 (78851 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78851 members
Entering Unmasked Estep
Score: -10980642.000000 Penalty: 1832.238770
Iteration 0F: 2 clusters Score -1.098064e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39211 members
Mstep: Class 2 contains 39640 members
Entering Unmasked Estep
Score: -10941579.000000 Penalty: 3664.477539
Iteration 0F: 3 clusters Score -1.094158e+07 nChanged 37393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37536 members
Mstep: Class 2 contains 41315 members
Entering Unmasked Estep
Score: -10965944.000000 Penalty: 3664.477539
Iteration 1F: 3 clusters Score -1.096594e+07 nChanged 6178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37076 members
Mstep: Class 2 contains 41775 members
Entering Unmasked Estep
Score: -10973465.000000 Penalty: 3664.477539
Iteration 2F: 3 clusters Score -1.097346e+07 nChanged 8727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36527 members
Mstep: Class 2 contains 42324 members
Entering Unmasked Estep
Score: -10988906.000000 Penalty: 3664.477539
Iteration 3F: 3 clusters Score -1.098891e+07 nChanged 8876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35511 members
Mstep: Class 2 contains 43340 members
Entering Unmasked Estep
Score: -11002606.000000 Penalty: 3664.477539
Iteration 4F: 3 clusters Score -1.100261e+07 nChanged 6547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34514 members
Mstep: Class 2 contains 44337 members
Entering Unmasked Estep
Score: -11008523.000000 Penalty: 3664.477539
Iteration 5F: 3 clusters Score -1.100852e+07 nChanged 4086
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33730 members
Mstep: Class 2 contains 45121 members
Entering Unmasked Estep
Score: -11011545.000000 Penalty: 3664.477539
Iteration 6F: 3 clusters Score -1.101154e+07 nChanged 2752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33142 members
Mstep: Class 2 contains 45709 members
Entering Unmasked Estep
Score: -11013262.000000 Penalty: 3664.477539
Iteration 7Q: 3 clusters Score -1.101326e+07 nChanged 1908
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32696 members
Mstep: Class 2 contains 46155 members
Entering Unmasked Estep
Score: -11014082.000000 Penalty: 3664.477539
Iteration 8Q: 3 clusters Score -1.101408e+07 nChanged 1293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32405 members
Mstep: Class 2 contains 46446 members
Entering Unmasked Estep
Score: -11014421.000000 Penalty: 3664.477539
Iteration 9Q: 3 clusters Score -1.101442e+07 nChanged 826
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32241 members
Mstep: Class 2 contains 46610 members
Entering Unmasked Estep
Score: -11014579.000000 Penalty: 3664.477539
Iteration 10Q: 3 clusters Score -1.101458e+07 nChanged 548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32091 members
Mstep: Class 2 contains 46760 members
Entering Unmasked Estep
Score: -11014564.000000 Penalty: 3664.477539
Iteration 11Q: 3 clusters Score -1.101456e+07 nChanged 384
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31983 members
Mstep: Class 2 contains 46868 members
Entering Unmasked Estep
Score: -11014583.000000 Penalty: 3664.477539
Iteration 12Q: 3 clusters Score -1.101458e+07 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31921 members
Mstep: Class 2 contains 46930 members
Entering Unmasked Estep
Score: -11014599.000000 Penalty: 3664.477539
Iteration 13Q: 3 clusters Score -1.10146e+07 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31864 members
Mstep: Class 2 contains 46987 members
Entering Unmasked Estep
Score: -11014584.000000 Penalty: 3664.477539
Iteration 14Q: 3 clusters Score -1.101458e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31823 members
Mstep: Class 2 contains 47028 members
Entering Unmasked Estep
Score: -11014581.000000 Penalty: 3664.477539
Iteration 15Q: 3 clusters Score -1.101458e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31780 members
Mstep: Class 2 contains 47071 members
Entering Unmasked Estep
Score: -11014556.000000 Penalty: 3664.477539
Iteration 16Q: 3 clusters Score -1.101456e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31747 members
Mstep: Class 2 contains 47104 members
Entering Unmasked Estep
Score: -11014548.000000 Penalty: 3664.477539
Iteration 17Q: 3 clusters Score -1.101455e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31718 members
Mstep: Class 2 contains 47133 members
Entering Unmasked Estep
Score: -11014542.000000 Penalty: 3664.477539
Iteration 18Q: 3 clusters Score -1.101454e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31694 members
Mstep: Class 2 contains 47157 members
Entering Unmasked Estep
Score: -11014541.000000 Penalty: 3664.477539
Iteration 19Q: 3 clusters Score -1.101454e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31678 members
Mstep: Class 2 contains 47173 members
Entering Unmasked Estep
Score: -11014539.000000 Penalty: 3664.477539
Iteration 20F: 3 clusters Score -1.101454e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31665 members
Mstep: Class 2 contains 47186 members
Entering Unmasked Estep
Score: -11014534.000000 Penalty: 3664.477539
Iteration 21Q: 3 clusters Score -1.101453e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 47203 members
Entering Unmasked Estep
Score: -11014532.000000 Penalty: 3664.477539
Iteration 22Q: 3 clusters Score -1.101453e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31635 members
Mstep: Class 2 contains 47216 members
Entering Unmasked Estep
Score: -11014527.000000 Penalty: 3664.477539
Iteration 23Q: 3 clusters Score -1.101453e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31625 members
Mstep: Class 2 contains 47226 members
Entering Unmasked Estep
Score: -11014538.000000 Penalty: 3664.477539
Iteration 24Q: 3 clusters Score -1.101454e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31615 members
Mstep: Class 2 contains 47236 members
Entering Unmasked Estep
Score: -11014538.000000 Penalty: 3664.477539
Iteration 25Q: 3 clusters Score -1.101454e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31609 members
Mstep: Class 2 contains 47242 members
Entering Unmasked Estep
Score: -11014523.000000 Penalty: 3664.477539
Iteration 26Q: 3 clusters Score -1.101452e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31605 members
Mstep: Class 2 contains 47246 members
Entering Unmasked Estep
Score: -11014523.000000 Penalty: 3664.477539
Iteration 27Q: 3 clusters Score -1.101452e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31597 members
Mstep: Class 2 contains 47254 members
Entering Unmasked Estep
Score: -11014524.000000 Penalty: 3664.477539
Iteration 28Q: 3 clusters Score -1.101452e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31586 members
Mstep: Class 2 contains 47265 members
Entering Unmasked Estep
Score: -11014528.000000 Penalty: 3664.477539
Iteration 29Q: 3 clusters Score -1.101453e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31578 members
Mstep: Class 2 contains 47273 members
Entering Unmasked Estep
Score: -11014537.000000 Penalty: 3664.477539
Iteration 30Q: 3 clusters Score -1.101454e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31570 members
Mstep: Class 2 contains 47281 members
Entering Unmasked Estep
Score: -11014527.000000 Penalty: 3664.477539
Iteration 31Q: 3 clusters Score -1.101453e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31561 members
Mstep: Class 2 contains 47290 members
Entering Unmasked Estep
Score: -11014539.000000 Penalty: 3664.477539
Iteration 32Q: 3 clusters Score -1.101454e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31549 members
Mstep: Class 2 contains 47302 members
Entering Unmasked Estep
Score: -11014541.000000 Penalty: 3664.477539
Iteration 33Q: 3 clusters Score -1.101454e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31540 members
Mstep: Class 2 contains 47311 members
Entering Unmasked Estep
Score: -11014549.000000 Penalty: 3664.477539
Iteration 34Q: 3 clusters Score -1.101455e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31528 members
Mstep: Class 2 contains 47323 members
Entering Unmasked Estep
Score: -11014541.000000 Penalty: 3664.477539
Iteration 35Q: 3 clusters Score -1.101454e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31514 members
Mstep: Class 2 contains 47337 members
Entering Unmasked Estep
Score: -11014546.000000 Penalty: 3664.477539
Iteration 36Q: 3 clusters Score -1.101455e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31501 members
Mstep: Class 2 contains 47350 members
Entering Unmasked Estep
Score: -11014542.000000 Penalty: 3664.477539
Iteration 37Q: 3 clusters Score -1.101454e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31487 members
Mstep: Class 2 contains 47364 members
Entering Unmasked Estep
Score: -11014548.000000 Penalty: 3664.477539
Iteration 38Q: 3 clusters Score -1.101455e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31478 members
Mstep: Class 2 contains 47373 members
Entering Unmasked Estep
Score: -11014535.000000 Penalty: 3664.477539
Iteration 39Q: 3 clusters Score -1.101454e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31466 members
Mstep: Class 2 contains 47385 members
Entering Unmasked Estep
Score: -11014535.000000 Penalty: 3664.477539
Iteration 40F: 3 clusters Score -1.101454e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31453 members
Mstep: Class 2 contains 47398 members
Entering Unmasked Estep
Score: -11014546.000000 Penalty: 3664.477539
Iteration 41Q: 3 clusters Score -1.101455e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31449 members
Mstep: Class 2 contains 47402 members
Entering Unmasked Estep
Score: -11014538.000000 Penalty: 3664.477539
Iteration 42Q: 3 clusters Score -1.101454e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31446 members
Mstep: Class 2 contains 47405 members
Entering Unmasked Estep
Score: -11014538.000000 Penalty: 3664.477539
Iteration 43Q: 3 clusters Score -1.101454e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31445 members
Mstep: Class 2 contains 47406 members
Entering Unmasked Estep
Score: -11014537.000000 Penalty: 3664.477539
Iteration 44Q: 3 clusters Score -1.101454e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31444 members
Mstep: Class 2 contains 47407 members
Entering Unmasked Estep
Score: -11014531.000000 Penalty: 3664.477539
Iteration 45Q: 3 clusters Score -1.101453e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31443 members
Mstep: Class 2 contains 47408 members
Entering Unmasked Estep
Score: -11014545.000000 Penalty: 3664.477539
Iteration 46Q: 3 clusters Score -1.101454e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31442 members
Mstep: Class 2 contains 47409 members
Entering Unmasked Estep
Score: -11014541.000000 Penalty: 3664.477539
Iteration 47Q: 3 clusters Score -1.101454e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31441 members
Mstep: Class 2 contains 47410 members
Entering Unmasked Estep
Score: -11014545.000000 Penalty: 3664.477539
Iteration 48Q: 3 clusters Score -1.101454e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31441 members
Mstep: Class 2 contains 47410 members
Entering Unmasked Estep
Score: -11014545.000000 Penalty: 3664.477539
Iteration 49F: 3 clusters Score -1.101454e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 75562 members
Mstep: Class 3 contains 80422 members
Mstep: Class 4 contains 31441 members
Mstep: Class 5 contains 72921 members
Mstep: Class 6 contains 140148 members
Mstep: Class 7 contains 134890 members
Mstep: Class 8 contains 109923 members
Mstep: Class 9 contains 91597 members
Mstep: Class 10 contains 73614 members
Mstep: Class 11 contains 149490 members
Mstep: Class 12 contains 96601 members
Mstep: Class 13 contains 160638 members
Mstep: Class 14 contains 140135 members
Mstep: Class 15 contains 133228 members
Mstep: Class 16 contains 81935 members
Mstep: Class 17 contains 72970 members
Mstep: Class 18 contains 60820 members
Mstep: Class 19 contains 139399 members
Mstep: Class 20 contains 113692 members
Mstep: Class 21 contains 140224 members
Mstep: Class 22 contains 62932 members
Mstep: Class 23 contains 71489 members
Mstep: Class 24 contains 138167 members
Mstep: Class 25 contains 131325 members
Mstep: Class 26 contains 116596 members
Mstep: Class 27 contains 113573 members
Mstep: Class 28 contains 105932 members
Mstep: Class 29 contains 142110 members
Mstep: Class 30 contains 136968 members
Mstep: Class 31 contains 133933 members
Mstep: Class 32 contains 88902 members
Mstep: Class 33 contains 165400 members
Mstep: Class 34 contains 96370 members
Mstep: Class 35 contains 44525 members
Mstep: Class 36 contains 92600 members
Mstep: Class 37 contains 49982 members
Mstep: Class 38 contains 68383 members
Mstep: Class 39 contains 64490 members
Mstep: Class 40 contains 47410 members
Entering Unmasked Estep
Score: -545336000.000000 Penalty: 98867.453125
Splitting cluster 4 changes total score from -544993280.000000 to -545336000.000000
So it's getting split into cluster 40.
Entering ConstructFrom:
Trying to split cluster 5 (72921 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72921 members
Entering Unmasked Estep
Score: -9993736.000000 Penalty: 1819.533936
Iteration 0F: 2 clusters Score -9993736 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36414 members
Mstep: Class 2 contains 36507 members
Entering Unmasked Estep
Score: -9951106.000000 Penalty: 3639.067871
Iteration 0F: 3 clusters Score -9951106 nChanged 34712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35358 members
Mstep: Class 2 contains 37563 members
Entering Unmasked Estep
Score: -9972553.000000 Penalty: 3639.067871
Iteration 1F: 3 clusters Score -9972553 nChanged 5028
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33816 members
Mstep: Class 2 contains 39105 members
Entering Unmasked Estep
Score: -9977956.000000 Penalty: 3639.067871
Iteration 2F: 3 clusters Score -9977956 nChanged 7016
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31384 members
Mstep: Class 2 contains 41537 members
Entering Unmasked Estep
Score: -9988283.000000 Penalty: 3639.067871
Iteration 3F: 3 clusters Score -9988283 nChanged 8170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29126 members
Mstep: Class 2 contains 43795 members
Entering Unmasked Estep
Score: -9998792.000000 Penalty: 3639.067871
Iteration 4F: 3 clusters Score -9998792 nChanged 7181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27515 members
Mstep: Class 2 contains 45406 members
Entering Unmasked Estep
Score: -10006793.000000 Penalty: 3639.067871
Iteration 5F: 3 clusters Score -1.000679e+07 nChanged 5556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26899 members
Mstep: Class 2 contains 46022 members
Entering Unmasked Estep
Score: -10012203.000000 Penalty: 3639.067871
Iteration 6F: 3 clusters Score -1.00122e+07 nChanged 3890
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27111 members
Mstep: Class 2 contains 45810 members
Entering Unmasked Estep
Score: -10015662.000000 Penalty: 3639.067871
Iteration 7F: 3 clusters Score -1.001566e+07 nChanged 2935
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27778 members
Mstep: Class 2 contains 45143 members
Entering Unmasked Estep
Score: -10017818.000000 Penalty: 3639.067871
Iteration 8Q: 3 clusters Score -1.001782e+07 nChanged 2189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28607 members
Mstep: Class 2 contains 44314 members
Entering Unmasked Estep
Score: -10019121.000000 Penalty: 3639.067871
Iteration 9Q: 3 clusters Score -1.001912e+07 nChanged 1614
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29375 members
Mstep: Class 2 contains 43546 members
Entering Unmasked Estep
Score: -10019884.000000 Penalty: 3639.067871
Iteration 10Q: 3 clusters Score -1.001988e+07 nChanged 1225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30046 members
Mstep: Class 2 contains 42875 members
Entering Unmasked Estep
Score: -10020377.000000 Penalty: 3639.067871
Iteration 11Q: 3 clusters Score -1.002038e+07 nChanged 906
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30632 members
Mstep: Class 2 contains 42289 members
Entering Unmasked Estep
Score: -10020659.000000 Penalty: 3639.067871
Iteration 12Q: 3 clusters Score -1.002066e+07 nChanged 737
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31201 members
Mstep: Class 2 contains 41720 members
Entering Unmasked Estep
Score: -10020841.000000 Penalty: 3639.067871
Iteration 13Q: 3 clusters Score -1.002084e+07 nChanged 647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31784 members
Mstep: Class 2 contains 41137 members
Entering Unmasked Estep
Score: -10021017.000000 Penalty: 3639.067871
Iteration 14Q: 3 clusters Score -1.002102e+07 nChanged 573
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32327 members
Mstep: Class 2 contains 40594 members
Entering Unmasked Estep
Score: -10021137.000000 Penalty: 3639.067871
Iteration 15Q: 3 clusters Score -1.002114e+07 nChanged 510
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32823 members
Mstep: Class 2 contains 40098 members
Entering Unmasked Estep
Score: -10021225.000000 Penalty: 3639.067871
Iteration 16Q: 3 clusters Score -1.002122e+07 nChanged 479
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33288 members
Mstep: Class 2 contains 39633 members
Entering Unmasked Estep
Score: -10021357.000000 Penalty: 3639.067871
Iteration 17Q: 3 clusters Score -1.002136e+07 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33733 members
Mstep: Class 2 contains 39188 members
Entering Unmasked Estep
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Iteration 18Q: 3 clusters Score -1.00214e+07 nChanged 417
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34150 members
Mstep: Class 2 contains 38771 members
Entering Unmasked Estep
Score: -10021423.000000 Penalty: 3639.067871
Iteration 19Q: 3 clusters Score -1.002142e+07 nChanged 381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34529 members
Mstep: Class 2 contains 38392 members
Entering Unmasked Estep
Score: -10021497.000000 Penalty: 3639.067871
Iteration 20F: 3 clusters Score -1.00215e+07 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34864 members
Mstep: Class 2 contains 38057 members
Entering Unmasked Estep
Score: -10021546.000000 Penalty: 3639.067871
Iteration 21Q: 3 clusters Score -1.002155e+07 nChanged 320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35184 members
Mstep: Class 2 contains 37737 members
Entering Unmasked Estep
Score: -10021568.000000 Penalty: 3639.067871
Iteration 22Q: 3 clusters Score -1.002157e+07 nChanged 284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35468 members
Mstep: Class 2 contains 37453 members
Entering Unmasked Estep
Score: -10021645.000000 Penalty: 3639.067871
Iteration 23Q: 3 clusters Score -1.002164e+07 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35753 members
Mstep: Class 2 contains 37168 members
Entering Unmasked Estep
Score: -10021631.000000 Penalty: 3639.067871
Iteration 24Q: 3 clusters Score -1.002163e+07 nChanged 262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36015 members
Mstep: Class 2 contains 36906 members
Entering Unmasked Estep
Score: -10021657.000000 Penalty: 3639.067871
Iteration 25Q: 3 clusters Score -1.002166e+07 nChanged 226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36241 members
Mstep: Class 2 contains 36680 members
Entering Unmasked Estep
Score: -10021651.000000 Penalty: 3639.067871
Iteration 26Q: 3 clusters Score -1.002165e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36439 members
Mstep: Class 2 contains 36482 members
Entering Unmasked Estep
Score: -10021693.000000 Penalty: 3639.067871
Iteration 27Q: 3 clusters Score -1.002169e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36601 members
Mstep: Class 2 contains 36320 members
Entering Unmasked Estep
Score: -10021690.000000 Penalty: 3639.067871
Iteration 28Q: 3 clusters Score -1.002169e+07 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36749 members
Mstep: Class 2 contains 36172 members
Entering Unmasked Estep
Score: -10021705.000000 Penalty: 3639.067871
Iteration 29Q: 3 clusters Score -1.00217e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36896 members
Mstep: Class 2 contains 36025 members
Entering Unmasked Estep
Score: -10021694.000000 Penalty: 3639.067871
Iteration 30Q: 3 clusters Score -1.002169e+07 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37032 members
Mstep: Class 2 contains 35889 members
Entering Unmasked Estep
Score: -10021727.000000 Penalty: 3639.067871
Iteration 31Q: 3 clusters Score -1.002173e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37159 members
Mstep: Class 2 contains 35762 members
Entering Unmasked Estep
Score: -10021727.000000 Penalty: 3639.067871
Iteration 32Q: 3 clusters Score -1.002173e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37275 members
Mstep: Class 2 contains 35646 members
Entering Unmasked Estep
Score: -10021734.000000 Penalty: 3639.067871
Iteration 33Q: 3 clusters Score -1.002173e+07 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37370 members
Mstep: Class 2 contains 35551 members
Entering Unmasked Estep
Score: -10021717.000000 Penalty: 3639.067871
Iteration 34Q: 3 clusters Score -1.002172e+07 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37473 members
Mstep: Class 2 contains 35448 members
Entering Unmasked Estep
Score: -10021718.000000 Penalty: 3639.067871
Iteration 35Q: 3 clusters Score -1.002172e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37576 members
Mstep: Class 2 contains 35345 members
Entering Unmasked Estep
Score: -10021722.000000 Penalty: 3639.067871
Iteration 36Q: 3 clusters Score -1.002172e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37663 members
Mstep: Class 2 contains 35258 members
Entering Unmasked Estep
Score: -10021702.000000 Penalty: 3639.067871
Iteration 37Q: 3 clusters Score -1.00217e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37751 members
Mstep: Class 2 contains 35170 members
Entering Unmasked Estep
Score: -10021724.000000 Penalty: 3639.067871
Iteration 38Q: 3 clusters Score -1.002172e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37836 members
Mstep: Class 2 contains 35085 members
Entering Unmasked Estep
Score: -10021740.000000 Penalty: 3639.067871
Iteration 39Q: 3 clusters Score -1.002174e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37914 members
Mstep: Class 2 contains 35007 members
Entering Unmasked Estep
Score: -10021720.000000 Penalty: 3639.067871
Iteration 40F: 3 clusters Score -1.002172e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37983 members
Mstep: Class 2 contains 34938 members
Entering Unmasked Estep
Score: -10021703.000000 Penalty: 3639.067871
Iteration 41Q: 3 clusters Score -1.00217e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38044 members
Mstep: Class 2 contains 34877 members
Entering Unmasked Estep
Score: -10021688.000000 Penalty: 3639.067871
Iteration 42Q: 3 clusters Score -1.002169e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38113 members
Mstep: Class 2 contains 34808 members
Entering Unmasked Estep
Score: -10021673.000000 Penalty: 3639.067871
Iteration 43Q: 3 clusters Score -1.002167e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38186 members
Mstep: Class 2 contains 34735 members
Entering Unmasked Estep
Score: -10021688.000000 Penalty: 3639.067871
Iteration 44Q: 3 clusters Score -1.002169e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38251 members
Mstep: Class 2 contains 34670 members
Entering Unmasked Estep
Score: -10021690.000000 Penalty: 3639.067871
Iteration 45Q: 3 clusters Score -1.002169e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38316 members
Mstep: Class 2 contains 34605 members
Entering Unmasked Estep
Score: -10021687.000000 Penalty: 3639.067871
Iteration 46Q: 3 clusters Score -1.002169e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38381 members
Mstep: Class 2 contains 34540 members
Entering Unmasked Estep
Score: -10021703.000000 Penalty: 3639.067871
Iteration 47Q: 3 clusters Score -1.00217e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38436 members
Mstep: Class 2 contains 34485 members
Entering Unmasked Estep
Score: -10021697.000000 Penalty: 3639.067871
Iteration 48Q: 3 clusters Score -1.00217e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38484 members
Mstep: Class 2 contains 34437 members
Entering Unmasked Estep
Score: -10021703.000000 Penalty: 3639.067871
Iteration 49Q: 3 clusters Score -1.00217e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38532 members
Mstep: Class 2 contains 34389 members
Entering Unmasked Estep
Score: -10021691.000000 Penalty: 3639.067871
Iteration 50Q: 3 clusters Score -1.002169e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38577 members
Mstep: Class 2 contains 34344 members
Entering Unmasked Estep
Score: -10021689.000000 Penalty: 3639.067871
Iteration 51Q: 3 clusters Score -1.002169e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38613 members
Mstep: Class 2 contains 34308 members
Entering Unmasked Estep
Score: -10021695.000000 Penalty: 3639.067871
Iteration 52Q: 3 clusters Score -1.00217e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38651 members
Mstep: Class 2 contains 34270 members
Entering Unmasked Estep
Score: -10021699.000000 Penalty: 3639.067871
Iteration 53Q: 3 clusters Score -1.00217e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38684 members
Mstep: Class 2 contains 34237 members
Entering Unmasked Estep
Score: -10021697.000000 Penalty: 3639.067871
Iteration 54Q: 3 clusters Score -1.00217e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38717 members
Mstep: Class 2 contains 34204 members
Entering Unmasked Estep
Score: -10021710.000000 Penalty: 3639.067871
Iteration 55Q: 3 clusters Score -1.002171e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38750 members
Mstep: Class 2 contains 34171 members
Entering Unmasked Estep
Score: -10021712.000000 Penalty: 3639.067871
Iteration 56Q: 3 clusters Score -1.002171e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38788 members
Mstep: Class 2 contains 34133 members
Entering Unmasked Estep
Score: -10021709.000000 Penalty: 3639.067871
Iteration 57Q: 3 clusters Score -1.002171e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38825 members
Mstep: Class 2 contains 34096 members
Entering Unmasked Estep
Score: -10021720.000000 Penalty: 3639.067871
Iteration 58Q: 3 clusters Score -1.002172e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38867 members
Mstep: Class 2 contains 34054 members
Entering Unmasked Estep
Score: -10021709.000000 Penalty: 3639.067871
Iteration 59Q: 3 clusters Score -1.002171e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38912 members
Mstep: Class 2 contains 34009 members
Entering Unmasked Estep
Score: -10021715.000000 Penalty: 3639.067871
Iteration 60F: 3 clusters Score -1.002172e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38952 members
Mstep: Class 2 contains 33969 members
Entering Unmasked Estep
Score: -10021729.000000 Penalty: 3639.067871
Iteration 61Q: 3 clusters Score -1.002173e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38983 members
Mstep: Class 2 contains 33938 members
Entering Unmasked Estep
Score: -10021729.000000 Penalty: 3639.067871
Iteration 62Q: 3 clusters Score -1.002173e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39014 members
Mstep: Class 2 contains 33907 members
Entering Unmasked Estep
Score: -10021731.000000 Penalty: 3639.067871
Iteration 63Q: 3 clusters Score -1.002173e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39057 members
Mstep: Class 2 contains 33864 members
Entering Unmasked Estep
Score: -10021731.000000 Penalty: 3639.067871
Iteration 64Q: 3 clusters Score -1.002173e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39102 members
Mstep: Class 2 contains 33819 members
Entering Unmasked Estep
Score: -10021752.000000 Penalty: 3639.067871
Iteration 65Q: 3 clusters Score -1.002175e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39138 members
Mstep: Class 2 contains 33783 members
Entering Unmasked Estep
Score: -10021762.000000 Penalty: 3639.067871
Iteration 66Q: 3 clusters Score -1.002176e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39178 members
Mstep: Class 2 contains 33743 members
Entering Unmasked Estep
Score: -10021763.000000 Penalty: 3639.067871
Iteration 67Q: 3 clusters Score -1.002176e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39227 members
Mstep: Class 2 contains 33694 members
Entering Unmasked Estep
Score: -10021754.000000 Penalty: 3639.067871
Iteration 68Q: 3 clusters Score -1.002175e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39276 members
Mstep: Class 2 contains 33645 members
Entering Unmasked Estep
Score: -10021766.000000 Penalty: 3639.067871
Iteration 69Q: 3 clusters Score -1.002177e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39323 members
Mstep: Class 2 contains 33598 members
Entering Unmasked Estep
Score: -10021769.000000 Penalty: 3639.067871
Iteration 70Q: 3 clusters Score -1.002177e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39374 members
Mstep: Class 2 contains 33547 members
Entering Unmasked Estep
Score: -10021773.000000 Penalty: 3639.067871
Iteration 71Q: 3 clusters Score -1.002177e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39430 members
Mstep: Class 2 contains 33491 members
Entering Unmasked Estep
Score: -10021801.000000 Penalty: 3639.067871
Iteration 72Q: 3 clusters Score -1.00218e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39478 members
Mstep: Class 2 contains 33443 members
Entering Unmasked Estep
Score: -10021802.000000 Penalty: 3639.067871
Iteration 73Q: 3 clusters Score -1.00218e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39529 members
Mstep: Class 2 contains 33392 members
Entering Unmasked Estep
Score: -10021795.000000 Penalty: 3639.067871
Iteration 74Q: 3 clusters Score -1.00218e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39580 members
Mstep: Class 2 contains 33341 members
Entering Unmasked Estep
Score: -10021802.000000 Penalty: 3639.067871
Iteration 75Q: 3 clusters Score -1.00218e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39627 members
Mstep: Class 2 contains 33294 members
Entering Unmasked Estep
Score: -10021817.000000 Penalty: 3639.067871
Iteration 76Q: 3 clusters Score -1.002182e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39669 members
Mstep: Class 2 contains 33252 members
Entering Unmasked Estep
Score: -10021819.000000 Penalty: 3639.067871
Iteration 77Q: 3 clusters Score -1.002182e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39704 members
Mstep: Class 2 contains 33217 members
Entering Unmasked Estep
Score: -10021822.000000 Penalty: 3639.067871
Iteration 78Q: 3 clusters Score -1.002182e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39734 members
Mstep: Class 2 contains 33187 members
Entering Unmasked Estep
Score: -10021814.000000 Penalty: 3639.067871
Iteration 79Q: 3 clusters Score -1.002181e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39768 members
Mstep: Class 2 contains 33153 members
Entering Unmasked Estep
Score: -10021805.000000 Penalty: 3639.067871
Iteration 80F: 3 clusters Score -1.00218e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39819 members
Mstep: Class 2 contains 33102 members
Entering Unmasked Estep
Score: -10021810.000000 Penalty: 3639.067871
Iteration 81Q: 3 clusters Score -1.002181e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39888 members
Mstep: Class 2 contains 33033 members
Entering Unmasked Estep
Score: -10021807.000000 Penalty: 3639.067871
Iteration 82Q: 3 clusters Score -1.002181e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39963 members
Mstep: Class 2 contains 32958 members
Entering Unmasked Estep
Score: -10021828.000000 Penalty: 3639.067871
Iteration 83Q: 3 clusters Score -1.002183e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40048 members
Mstep: Class 2 contains 32873 members
Entering Unmasked Estep
Score: -10021841.000000 Penalty: 3639.067871
Iteration 84Q: 3 clusters Score -1.002184e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40154 members
Mstep: Class 2 contains 32767 members
Entering Unmasked Estep
Score: -10021824.000000 Penalty: 3639.067871
Iteration 85Q: 3 clusters Score -1.002182e+07 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40258 members
Mstep: Class 2 contains 32663 members
Entering Unmasked Estep
Score: -10021833.000000 Penalty: 3639.067871
Iteration 86Q: 3 clusters Score -1.002183e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40358 members
Mstep: Class 2 contains 32563 members
Entering Unmasked Estep
Score: -10021827.000000 Penalty: 3639.067871
Iteration 87Q: 3 clusters Score -1.002183e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40472 members
Mstep: Class 2 contains 32449 members
Entering Unmasked Estep
Score: -10021820.000000 Penalty: 3639.067871
Iteration 88Q: 3 clusters Score -1.002182e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40613 members
Mstep: Class 2 contains 32308 members
Entering Unmasked Estep
Score: -10021837.000000 Penalty: 3639.067871
Iteration 89Q: 3 clusters Score -1.002184e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40755 members
Mstep: Class 2 contains 32166 members
Entering Unmasked Estep
Score: -10021864.000000 Penalty: 3639.067871
Iteration 90Q: 3 clusters Score -1.002186e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40898 members
Mstep: Class 2 contains 32023 members
Entering Unmasked Estep
Score: -10021888.000000 Penalty: 3639.067871
Iteration 91Q: 3 clusters Score -1.002189e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41032 members
Mstep: Class 2 contains 31889 members
Entering Unmasked Estep
Score: -10021905.000000 Penalty: 3639.067871
Iteration 92Q: 3 clusters Score -1.00219e+07 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41147 members
Mstep: Class 2 contains 31774 members
Entering Unmasked Estep
Score: -10021912.000000 Penalty: 3639.067871
Iteration 93Q: 3 clusters Score -1.002191e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41248 members
Mstep: Class 2 contains 31673 members
Entering Unmasked Estep
Score: -10021909.000000 Penalty: 3639.067871
Iteration 94Q: 3 clusters Score -1.002191e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41352 members
Mstep: Class 2 contains 31569 members
Entering Unmasked Estep
Score: -10021928.000000 Penalty: 3639.067871
Iteration 95Q: 3 clusters Score -1.002193e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41470 members
Mstep: Class 2 contains 31451 members
Entering Unmasked Estep
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Iteration 96Q: 3 clusters Score -1.002193e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41606 members
Mstep: Class 2 contains 31315 members
Entering Unmasked Estep
Score: -10021939.000000 Penalty: 3639.067871
Iteration 97Q: 3 clusters Score -1.002194e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41732 members
Mstep: Class 2 contains 31189 members
Entering Unmasked Estep
Score: -10021922.000000 Penalty: 3639.067871
Iteration 98Q: 3 clusters Score -1.002192e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41847 members
Mstep: Class 2 contains 31074 members
Entering Unmasked Estep
Score: -10021928.000000 Penalty: 3639.067871
Iteration 99Q: 3 clusters Score -1.002193e+07 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41965 members
Mstep: Class 2 contains 30956 members
Entering Unmasked Estep
Score: -10021931.000000 Penalty: 3639.067871
Iteration 100F: 3 clusters Score -1.002193e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42082 members
Mstep: Class 2 contains 30839 members
Entering Unmasked Estep
Score: -10021943.000000 Penalty: 3639.067871
Iteration 101Q: 3 clusters Score -1.002194e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42192 members
Mstep: Class 2 contains 30729 members
Entering Unmasked Estep
Score: -10021940.000000 Penalty: 3639.067871
Iteration 102Q: 3 clusters Score -1.002194e+07 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42310 members
Mstep: Class 2 contains 30611 members
Entering Unmasked Estep
Score: -10021981.000000 Penalty: 3639.067871
Iteration 103Q: 3 clusters Score -1.002198e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42437 members
Mstep: Class 2 contains 30484 members
Entering Unmasked Estep
Score: -10021982.000000 Penalty: 3639.067871
Iteration 104Q: 3 clusters Score -1.002198e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42572 members
Mstep: Class 2 contains 30349 members
Entering Unmasked Estep
Score: -10021992.000000 Penalty: 3639.067871
Iteration 105Q: 3 clusters Score -1.002199e+07 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42722 members
Mstep: Class 2 contains 30199 members
Entering Unmasked Estep
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Iteration 106Q: 3 clusters Score -1.002199e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42894 members
Mstep: Class 2 contains 30027 members
Entering Unmasked Estep
Score: -10022009.000000 Penalty: 3639.067871
Iteration 107Q: 3 clusters Score -1.002201e+07 nChanged 186
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43080 members
Mstep: Class 2 contains 29841 members
Entering Unmasked Estep
Score: -10022074.000000 Penalty: 3639.067871
Iteration 108Q: 3 clusters Score -1.002207e+07 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43258 members
Mstep: Class 2 contains 29663 members
Entering Unmasked Estep
Score: -10022108.000000 Penalty: 3639.067871
Iteration 109Q: 3 clusters Score -1.002211e+07 nChanged 200
Entering Unmasked Mstep
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Mstep: Class 1 contains 43450 members
Mstep: Class 2 contains 29471 members
Entering Unmasked Estep
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Iteration 110Q: 3 clusters Score -1.002211e+07 nChanged 183
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Mstep: Class 1 contains 43633 members
Mstep: Class 2 contains 29288 members
Entering Unmasked Estep
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Iteration 111Q: 3 clusters Score -1.002212e+07 nChanged 176
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Mstep: Class 1 contains 43807 members
Mstep: Class 2 contains 29114 members
Entering Unmasked Estep
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Iteration 112Q: 3 clusters Score -1.002216e+07 nChanged 178
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Mstep: Class 1 contains 43985 members
Mstep: Class 2 contains 28936 members
Entering Unmasked Estep
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Iteration 113Q: 3 clusters Score -1.002216e+07 nChanged 192
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Mstep: Class 1 contains 44173 members
Mstep: Class 2 contains 28748 members
Entering Unmasked Estep
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Iteration 114Q: 3 clusters Score -1.002215e+07 nChanged 168
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Mstep: Class 1 contains 44337 members
Mstep: Class 2 contains 28584 members
Entering Unmasked Estep
Score: -10022195.000000 Penalty: 3639.067871
Iteration 115Q: 3 clusters Score -1.00222e+07 nChanged 187
Entering Unmasked Mstep
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Mstep: Class 1 contains 44524 members
Mstep: Class 2 contains 28397 members
Entering Unmasked Estep
Score: -10022209.000000 Penalty: 3639.067871
Iteration 116Q: 3 clusters Score -1.002221e+07 nChanged 173
Entering Unmasked Mstep
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Mstep: Class 1 contains 44693 members
Mstep: Class 2 contains 28228 members
Entering Unmasked Estep
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Iteration 117Q: 3 clusters Score -1.002219e+07 nChanged 159
Entering Unmasked Mstep
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Mstep: Class 1 contains 44848 members
Mstep: Class 2 contains 28073 members
Entering Unmasked Estep
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Iteration 118Q: 3 clusters Score -1.002221e+07 nChanged 157
Entering Unmasked Mstep
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Mstep: Class 1 contains 45005 members
Mstep: Class 2 contains 27916 members
Entering Unmasked Estep
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Iteration 119Q: 3 clusters Score -1.00222e+07 nChanged 141
Entering Unmasked Mstep
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Mstep: Class 1 contains 45144 members
Mstep: Class 2 contains 27777 members
Entering Unmasked Estep
Score: -10022208.000000 Penalty: 3639.067871
Iteration 120F: 3 clusters Score -1.002221e+07 nChanged 136
Entering Unmasked Mstep
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Mstep: Class 1 contains 45272 members
Mstep: Class 2 contains 27649 members
Entering Unmasked Estep
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Iteration 121Q: 3 clusters Score -1.002219e+07 nChanged 124
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Mstep: Class 1 contains 45392 members
Mstep: Class 2 contains 27529 members
Entering Unmasked Estep
Score: -10022207.000000 Penalty: 3639.067871
Iteration 122Q: 3 clusters Score -1.002221e+07 nChanged 126
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Mstep: Class 1 contains 45518 members
Mstep: Class 2 contains 27403 members
Entering Unmasked Estep
Score: -10022218.000000 Penalty: 3639.067871
Iteration 123Q: 3 clusters Score -1.002222e+07 nChanged 117
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Mstep: Class 1 contains 45631 members
Mstep: Class 2 contains 27290 members
Entering Unmasked Estep
Score: -10022216.000000 Penalty: 3639.067871
Iteration 124Q: 3 clusters Score -1.002222e+07 nChanged 108
Entering Unmasked Mstep
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Mstep: Class 1 contains 45739 members
Mstep: Class 2 contains 27182 members
Entering Unmasked Estep
Score: -10022212.000000 Penalty: 3639.067871
Iteration 125Q: 3 clusters Score -1.002221e+07 nChanged 105
Entering Unmasked Mstep
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Mstep: Class 1 contains 45842 members
Mstep: Class 2 contains 27079 members
Entering Unmasked Estep
Score: -10022229.000000 Penalty: 3639.067871
Iteration 126Q: 3 clusters Score -1.002223e+07 nChanged 112
Entering Unmasked Mstep
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Mstep: Class 1 contains 45954 members
Mstep: Class 2 contains 26967 members
Entering Unmasked Estep
Score: -10022217.000000 Penalty: 3639.067871
Iteration 127Q: 3 clusters Score -1.002222e+07 nChanged 96
Entering Unmasked Mstep
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Mstep: Class 1 contains 46046 members
Mstep: Class 2 contains 26875 members
Entering Unmasked Estep
Score: -10022221.000000 Penalty: 3639.067871
Iteration 128Q: 3 clusters Score -1.002222e+07 nChanged 91
Entering Unmasked Mstep
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Mstep: Class 1 contains 46133 members
Mstep: Class 2 contains 26788 members
Entering Unmasked Estep
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Iteration 129Q: 3 clusters Score -1.002222e+07 nChanged 80
Entering Unmasked Mstep
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Mstep: Class 1 contains 46211 members
Mstep: Class 2 contains 26710 members
Entering Unmasked Estep
Score: -10022213.000000 Penalty: 3639.067871
Iteration 130Q: 3 clusters Score -1.002221e+07 nChanged 94
Entering Unmasked Mstep
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Mstep: Class 1 contains 46303 members
Mstep: Class 2 contains 26618 members
Entering Unmasked Estep
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Iteration 131Q: 3 clusters Score -1.002221e+07 nChanged 94
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Mstep: Class 1 contains 46395 members
Mstep: Class 2 contains 26526 members
Entering Unmasked Estep
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Iteration 132Q: 3 clusters Score -1.002222e+07 nChanged 77
Entering Unmasked Mstep
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Mstep: Class 1 contains 46470 members
Mstep: Class 2 contains 26451 members
Entering Unmasked Estep
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Iteration 133Q: 3 clusters Score -1.002222e+07 nChanged 76
Entering Unmasked Mstep
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Mstep: Class 1 contains 46546 members
Mstep: Class 2 contains 26375 members
Entering Unmasked Estep
Score: -10022228.000000 Penalty: 3639.067871
Iteration 134Q: 3 clusters Score -1.002223e+07 nChanged 69
Entering Unmasked Mstep
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Mstep: Class 1 contains 46615 members
Mstep: Class 2 contains 26306 members
Entering Unmasked Estep
Score: -10022237.000000 Penalty: 3639.067871
Iteration 135Q: 3 clusters Score -1.002224e+07 nChanged 74
Entering Unmasked Mstep
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Mstep: Class 1 contains 46687 members
Mstep: Class 2 contains 26234 members
Entering Unmasked Estep
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Iteration 136Q: 3 clusters Score -1.002225e+07 nChanged 62
Entering Unmasked Mstep
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Mstep: Class 1 contains 46749 members
Mstep: Class 2 contains 26172 members
Entering Unmasked Estep
Score: -10022245.000000 Penalty: 3639.067871
Iteration 137Q: 3 clusters Score -1.002224e+07 nChanged 72
Entering Unmasked Mstep
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Mstep: Class 1 contains 46819 members
Mstep: Class 2 contains 26102 members
Entering Unmasked Estep
Score: -10022235.000000 Penalty: 3639.067871
Iteration 138Q: 3 clusters Score -1.002224e+07 nChanged 78
Entering Unmasked Mstep
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Mstep: Class 1 contains 46897 members
Mstep: Class 2 contains 26024 members
Entering Unmasked Estep
Score: -10022240.000000 Penalty: 3639.067871
Iteration 139Q: 3 clusters Score -1.002224e+07 nChanged 67
Entering Unmasked Mstep
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Mstep: Class 1 contains 46960 members
Mstep: Class 2 contains 25961 members
Entering Unmasked Estep
Score: -10022228.000000 Penalty: 3639.067871
Iteration 140F: 3 clusters Score -1.002223e+07 nChanged 69
Entering Unmasked Mstep
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Mstep: Class 1 contains 47029 members
Mstep: Class 2 contains 25892 members
Entering Unmasked Estep
Score: -10022243.000000 Penalty: 3639.067871
Iteration 141Q: 3 clusters Score -1.002224e+07 nChanged 77
Entering Unmasked Mstep
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Mstep: Class 1 contains 47102 members
Mstep: Class 2 contains 25819 members
Entering Unmasked Estep
Score: -10022258.000000 Penalty: 3639.067871
Iteration 142Q: 3 clusters Score -1.002226e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47170 members
Mstep: Class 2 contains 25751 members
Entering Unmasked Estep
Score: -10022238.000000 Penalty: 3639.067871
Iteration 143Q: 3 clusters Score -1.002224e+07 nChanged 54
Entering Unmasked Mstep
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Mstep: Class 1 contains 47222 members
Mstep: Class 2 contains 25699 members
Entering Unmasked Estep
Score: -10022220.000000 Penalty: 3639.067871
Iteration 144Q: 3 clusters Score -1.002222e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47268 members
Mstep: Class 2 contains 25653 members
Entering Unmasked Estep
Score: -10022232.000000 Penalty: 3639.067871
Iteration 145Q: 3 clusters Score -1.002223e+07 nChanged 44
Entering Unmasked Mstep
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Mstep: Class 1 contains 47310 members
Mstep: Class 2 contains 25611 members
Entering Unmasked Estep
Score: -10022242.000000 Penalty: 3639.067871
Iteration 146Q: 3 clusters Score -1.002224e+07 nChanged 44
Entering Unmasked Mstep
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Mstep: Class 1 contains 47352 members
Mstep: Class 2 contains 25569 members
Entering Unmasked Estep
Score: -10022226.000000 Penalty: 3639.067871
Iteration 147Q: 3 clusters Score -1.002223e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47394 members
Mstep: Class 2 contains 25527 members
Entering Unmasked Estep
Score: -10022232.000000 Penalty: 3639.067871
Iteration 148Q: 3 clusters Score -1.002223e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 1 contains 47426 members
Mstep: Class 2 contains 25495 members
Entering Unmasked Estep
Score: -10022219.000000 Penalty: 3639.067871
Iteration 149Q: 3 clusters Score -1.002222e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47468 members
Mstep: Class 2 contains 25453 members
Entering Unmasked Estep
Score: -10022235.000000 Penalty: 3639.067871
Iteration 150Q: 3 clusters Score -1.002224e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47516 members
Mstep: Class 2 contains 25405 members
Entering Unmasked Estep
Score: -10022234.000000 Penalty: 3639.067871
Iteration 151Q: 3 clusters Score -1.002223e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47560 members
Mstep: Class 2 contains 25361 members
Entering Unmasked Estep
Score: -10022248.000000 Penalty: 3639.067871
Iteration 152Q: 3 clusters Score -1.002225e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47592 members
Mstep: Class 2 contains 25329 members
Entering Unmasked Estep
Score: -10022237.000000 Penalty: 3639.067871
Iteration 153Q: 3 clusters Score -1.002224e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47620 members
Mstep: Class 2 contains 25301 members
Entering Unmasked Estep
Score: -10022233.000000 Penalty: 3639.067871
Iteration 154Q: 3 clusters Score -1.002223e+07 nChanged 33
Entering Unmasked Mstep
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Mstep: Class 1 contains 47653 members
Mstep: Class 2 contains 25268 members
Entering Unmasked Estep
Score: -10022250.000000 Penalty: 3639.067871
Iteration 155Q: 3 clusters Score -1.002225e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47684 members
Mstep: Class 2 contains 25237 members
Entering Unmasked Estep
Score: -10022237.000000 Penalty: 3639.067871
Iteration 156Q: 3 clusters Score -1.002224e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47717 members
Mstep: Class 2 contains 25204 members
Entering Unmasked Estep
Score: -10022233.000000 Penalty: 3639.067871
Iteration 157Q: 3 clusters Score -1.002223e+07 nChanged 40
Entering Unmasked Mstep
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Mstep: Class 1 contains 47757 members
Mstep: Class 2 contains 25164 members
Entering Unmasked Estep
Score: -10022215.000000 Penalty: 3639.067871
Iteration 158Q: 3 clusters Score -1.002222e+07 nChanged 36
Entering Unmasked Mstep
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Mstep: Class 1 contains 47793 members
Mstep: Class 2 contains 25128 members
Entering Unmasked Estep
Score: -10022216.000000 Penalty: 3639.067871
Iteration 159Q: 3 clusters Score -1.002222e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47814 members
Mstep: Class 2 contains 25107 members
Entering Unmasked Estep
Score: -10022218.000000 Penalty: 3639.067871
Iteration 160F: 3 clusters Score -1.002222e+07 nChanged 28
Entering Unmasked Mstep
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Mstep: Class 1 contains 47842 members
Mstep: Class 2 contains 25079 members
Entering Unmasked Estep
Score: -10022217.000000 Penalty: 3639.067871
Iteration 161Q: 3 clusters Score -1.002222e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47872 members
Mstep: Class 2 contains 25049 members
Entering Unmasked Estep
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Iteration 162Q: 3 clusters Score -1.002222e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47903 members
Mstep: Class 2 contains 25018 members
Entering Unmasked Estep
Score: -10022214.000000 Penalty: 3639.067871
Iteration 163Q: 3 clusters Score -1.002221e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47933 members
Mstep: Class 2 contains 24988 members
Entering Unmasked Estep
Score: -10022213.000000 Penalty: 3639.067871
Iteration 164Q: 3 clusters Score -1.002221e+07 nChanged 41
Entering Unmasked Mstep
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Mstep: Class 1 contains 47974 members
Mstep: Class 2 contains 24947 members
Entering Unmasked Estep
Score: -10022219.000000 Penalty: 3639.067871
Iteration 165Q: 3 clusters Score -1.002222e+07 nChanged 41
Entering Unmasked Mstep
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Mstep: Class 1 contains 48013 members
Mstep: Class 2 contains 24908 members
Entering Unmasked Estep
Score: -10022225.000000 Penalty: 3639.067871
Iteration 166Q: 3 clusters Score -1.002222e+07 nChanged 43
Entering Unmasked Mstep
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Mstep: Class 1 contains 48056 members
Mstep: Class 2 contains 24865 members
Entering Unmasked Estep
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Iteration 167Q: 3 clusters Score -1.002221e+07 nChanged 36
Entering Unmasked Mstep
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Mstep: Class 1 contains 48092 members
Mstep: Class 2 contains 24829 members
Entering Unmasked Estep
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Iteration 168Q: 3 clusters Score -1.002222e+07 nChanged 23
Entering Unmasked Mstep
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Mstep: Class 1 contains 48115 members
Mstep: Class 2 contains 24806 members
Entering Unmasked Estep
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Iteration 169Q: 3 clusters Score -1.002222e+07 nChanged 33
Entering Unmasked Mstep
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Mstep: Class 1 contains 48148 members
Mstep: Class 2 contains 24773 members
Entering Unmasked Estep
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Iteration 170Q: 3 clusters Score -1.002223e+07 nChanged 33
Entering Unmasked Mstep
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Mstep: Class 1 contains 48181 members
Mstep: Class 2 contains 24740 members
Entering Unmasked Estep
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Iteration 171Q: 3 clusters Score -1.002222e+07 nChanged 28
Entering Unmasked Mstep
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Mstep: Class 1 contains 48207 members
Mstep: Class 2 contains 24714 members
Entering Unmasked Estep
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Iteration 172Q: 3 clusters Score -1.002224e+07 nChanged 23
Entering Unmasked Mstep
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Mstep: Class 1 contains 48228 members
Mstep: Class 2 contains 24693 members
Entering Unmasked Estep
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Iteration 173Q: 3 clusters Score -1.002223e+07 nChanged 24
Entering Unmasked Mstep
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Mstep: Class 1 contains 48250 members
Mstep: Class 2 contains 24671 members
Entering Unmasked Estep
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Iteration 174Q: 3 clusters Score -1.002223e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 48269 members
Mstep: Class 2 contains 24652 members
Entering Unmasked Estep
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Iteration 175Q: 3 clusters Score -1.002224e+07 nChanged 21
Entering Unmasked Mstep
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Mstep: Class 1 contains 48290 members
Mstep: Class 2 contains 24631 members
Entering Unmasked Estep
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Iteration 176Q: 3 clusters Score -1.002224e+07 nChanged 29
Entering Unmasked Mstep
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Mstep: Class 1 contains 48319 members
Mstep: Class 2 contains 24602 members
Entering Unmasked Estep
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Iteration 177Q: 3 clusters Score -1.002224e+07 nChanged 21
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Mstep: Class 2 contains 24581 members
Entering Unmasked Estep
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Iteration 178Q: 3 clusters Score -1.002222e+07 nChanged 26
Entering Unmasked Mstep
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Mstep: Class 2 contains 24555 members
Entering Unmasked Estep
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Iteration 179Q: 3 clusters Score -1.002221e+07 nChanged 26
Entering Unmasked Mstep
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Mstep: Class 2 contains 24529 members
Entering Unmasked Estep
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Iteration 180F: 3 clusters Score -1.002221e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 1 contains 48424 members
Mstep: Class 2 contains 24497 members
Entering Unmasked Estep
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Iteration 181Q: 3 clusters Score -1.002222e+07 nChanged 37
Entering Unmasked Mstep
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Mstep: Class 1 contains 48459 members
Mstep: Class 2 contains 24462 members
Entering Unmasked Estep
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Iteration 182Q: 3 clusters Score -1.002221e+07 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 2 contains 24430 members
Entering Unmasked Estep
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Iteration 183Q: 3 clusters Score -1.002219e+07 nChanged 40
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Mstep: Class 2 contains 24390 members
Entering Unmasked Estep
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Iteration 184Q: 3 clusters Score -1.00222e+07 nChanged 45
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Mstep: Class 1 contains 48576 members
Mstep: Class 2 contains 24345 members
Entering Unmasked Estep
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Iteration 185Q: 3 clusters Score -1.00222e+07 nChanged 54
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Mstep: Class 2 contains 24291 members
Entering Unmasked Estep
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Iteration 186Q: 3 clusters Score -1.002218e+07 nChanged 53
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Mstep: Class 2 contains 24242 members
Entering Unmasked Estep
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Iteration 187Q: 3 clusters Score -1.002218e+07 nChanged 42
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Mstep: Class 2 contains 24210 members
Entering Unmasked Estep
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Iteration 188Q: 3 clusters Score -1.002217e+07 nChanged 39
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Mstep: Class 2 contains 24179 members
Entering Unmasked Estep
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Iteration 189Q: 3 clusters Score -1.002218e+07 nChanged 32
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Mstep: Class 2 contains 24149 members
Entering Unmasked Estep
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Iteration 190Q: 3 clusters Score -1.002218e+07 nChanged 27
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Mstep: Class 2 contains 24126 members
Entering Unmasked Estep
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Iteration 191Q: 3 clusters Score -1.002219e+07 nChanged 27
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Mstep: Class 2 contains 24099 members
Entering Unmasked Estep
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Iteration 192Q: 3 clusters Score -1.002219e+07 nChanged 25
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Mstep: Class 2 contains 24074 members
Entering Unmasked Estep
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Iteration 193Q: 3 clusters Score -1.002222e+07 nChanged 24
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Mstep: Class 1 contains 48869 members
Mstep: Class 2 contains 24052 members
Entering Unmasked Estep
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Iteration 194Q: 3 clusters Score -1.00222e+07 nChanged 21
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Mstep: Class 2 contains 24031 members
Entering Unmasked Estep
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Iteration 195Q: 3 clusters Score -1.002221e+07 nChanged 22
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Mstep: Class 2 contains 24011 members
Entering Unmasked Estep
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Iteration 196Q: 3 clusters Score -1.002221e+07 nChanged 29
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Mstep: Class 1 contains 48935 members
Mstep: Class 2 contains 23986 members
Entering Unmasked Estep
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Iteration 197Q: 3 clusters Score -1.00222e+07 nChanged 18
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Mstep: Class 2 contains 23968 members
Entering Unmasked Estep
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Iteration 198Q: 3 clusters Score -1.002221e+07 nChanged 22
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Mstep: Class 2 contains 23946 members
Entering Unmasked Estep
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Iteration 199Q: 3 clusters Score -1.002221e+07 nChanged 22
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Mstep: Class 1 contains 48997 members
Mstep: Class 2 contains 23924 members
Entering Unmasked Estep
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Iteration 200F: 3 clusters Score -1.002219e+07 nChanged 36
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Mstep: Class 1 contains 49033 members
Mstep: Class 2 contains 23888 members
Entering Unmasked Estep
Score: -10022206.000000 Penalty: 3639.067871
Iteration 201Q: 3 clusters Score -1.002221e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49085 members
Mstep: Class 2 contains 23836 members
Entering Unmasked Estep
Score: -10022215.000000 Penalty: 3639.067871
Iteration 202Q: 3 clusters Score -1.002222e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49143 members
Mstep: Class 2 contains 23778 members
Entering Unmasked Estep
Score: -10022226.000000 Penalty: 3639.067871
Iteration 203Q: 3 clusters Score -1.002223e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49225 members
Mstep: Class 2 contains 23696 members
Entering Unmasked Estep
Score: -10022214.000000 Penalty: 3639.067871
Iteration 204Q: 3 clusters Score -1.002221e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49308 members
Mstep: Class 2 contains 23613 members
Entering Unmasked Estep
Score: -10022191.000000 Penalty: 3639.067871
Iteration 205Q: 3 clusters Score -1.002219e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49382 members
Mstep: Class 2 contains 23539 members
Entering Unmasked Estep
Score: -10022202.000000 Penalty: 3639.067871
Iteration 206Q: 3 clusters Score -1.00222e+07 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49468 members
Mstep: Class 2 contains 23453 members
Entering Unmasked Estep
Score: -10022197.000000 Penalty: 3639.067871
Iteration 207Q: 3 clusters Score -1.00222e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49551 members
Mstep: Class 2 contains 23370 members
Entering Unmasked Estep
Score: -10022197.000000 Penalty: 3639.067871
Iteration 208Q: 3 clusters Score -1.00222e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49621 members
Mstep: Class 2 contains 23300 members
Entering Unmasked Estep
Score: -10022195.000000 Penalty: 3639.067871
Iteration 209Q: 3 clusters Score -1.00222e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49685 members
Mstep: Class 2 contains 23236 members
Entering Unmasked Estep
Score: -10022192.000000 Penalty: 3639.067871
Iteration 210Q: 3 clusters Score -1.002219e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49748 members
Mstep: Class 2 contains 23173 members
Entering Unmasked Estep
Score: -10022184.000000 Penalty: 3639.067871
Iteration 211Q: 3 clusters Score -1.002218e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49803 members
Mstep: Class 2 contains 23118 members
Entering Unmasked Estep
Score: -10022180.000000 Penalty: 3639.067871
Iteration 212Q: 3 clusters Score -1.002218e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49845 members
Mstep: Class 2 contains 23076 members
Entering Unmasked Estep
Score: -10022167.000000 Penalty: 3639.067871
Iteration 213Q: 3 clusters Score -1.002217e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49886 members
Mstep: Class 2 contains 23035 members
Entering Unmasked Estep
Score: -10022177.000000 Penalty: 3639.067871
Iteration 214Q: 3 clusters Score -1.002218e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49929 members
Mstep: Class 2 contains 22992 members
Entering Unmasked Estep
Score: -10022166.000000 Penalty: 3639.067871
Iteration 215Q: 3 clusters Score -1.002217e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49966 members
Mstep: Class 2 contains 22955 members
Entering Unmasked Estep
Score: -10022189.000000 Penalty: 3639.067871
Iteration 216Q: 3 clusters Score -1.002219e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50000 members
Mstep: Class 2 contains 22921 members
Entering Unmasked Estep
Score: -10022190.000000 Penalty: 3639.067871
Iteration 217Q: 3 clusters Score -1.002219e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50030 members
Mstep: Class 2 contains 22891 members
Entering Unmasked Estep
Score: -10022173.000000 Penalty: 3639.067871
Iteration 218Q: 3 clusters Score -1.002217e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50060 members
Mstep: Class 2 contains 22861 members
Entering Unmasked Estep
Score: -10022173.000000 Penalty: 3639.067871
Iteration 219Q: 3 clusters Score -1.002217e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50081 members
Mstep: Class 2 contains 22840 members
Entering Unmasked Estep
Score: -10022183.000000 Penalty: 3639.067871
Iteration 220F: 3 clusters Score -1.002218e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50100 members
Mstep: Class 2 contains 22821 members
Entering Unmasked Estep
Score: -10022182.000000 Penalty: 3639.067871
Iteration 221Q: 3 clusters Score -1.002218e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50124 members
Mstep: Class 2 contains 22797 members
Entering Unmasked Estep
Score: -10022185.000000 Penalty: 3639.067871
Iteration 222Q: 3 clusters Score -1.002218e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50145 members
Mstep: Class 2 contains 22776 members
Entering Unmasked Estep
Score: -10022189.000000 Penalty: 3639.067871
Iteration 223Q: 3 clusters Score -1.002219e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50169 members
Mstep: Class 2 contains 22752 members
Entering Unmasked Estep
Score: -10022196.000000 Penalty: 3639.067871
Iteration 224Q: 3 clusters Score -1.00222e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50192 members
Mstep: Class 2 contains 22729 members
Entering Unmasked Estep
Score: -10022192.000000 Penalty: 3639.067871
Iteration 225Q: 3 clusters Score -1.002219e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50212 members
Mstep: Class 2 contains 22709 members
Entering Unmasked Estep
Score: -10022177.000000 Penalty: 3639.067871
Iteration 226Q: 3 clusters Score -1.002218e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50230 members
Mstep: Class 2 contains 22691 members
Entering Unmasked Estep
Score: -10022189.000000 Penalty: 3639.067871
Iteration 227Q: 3 clusters Score -1.002219e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50240 members
Mstep: Class 2 contains 22681 members
Entering Unmasked Estep
Score: -10022193.000000 Penalty: 3639.067871
Iteration 228Q: 3 clusters Score -1.002219e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50250 members
Mstep: Class 2 contains 22671 members
Entering Unmasked Estep
Score: -10022191.000000 Penalty: 3639.067871
Iteration 229Q: 3 clusters Score -1.002219e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50263 members
Mstep: Class 2 contains 22658 members
Entering Unmasked Estep
Score: -10022181.000000 Penalty: 3639.067871
Iteration 230Q: 3 clusters Score -1.002218e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50275 members
Mstep: Class 2 contains 22646 members
Entering Unmasked Estep
Score: -10022193.000000 Penalty: 3639.067871
Iteration 231Q: 3 clusters Score -1.002219e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50289 members
Mstep: Class 2 contains 22632 members
Entering Unmasked Estep
Score: -10022188.000000 Penalty: 3639.067871
Iteration 232Q: 3 clusters Score -1.002219e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50305 members
Mstep: Class 2 contains 22616 members
Entering Unmasked Estep
Score: -10022184.000000 Penalty: 3639.067871
Iteration 233Q: 3 clusters Score -1.002218e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50315 members
Mstep: Class 2 contains 22606 members
Entering Unmasked Estep
Score: -10022184.000000 Penalty: 3639.067871
Iteration 234Q: 3 clusters Score -1.002218e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50320 members
Mstep: Class 2 contains 22601 members
Entering Unmasked Estep
Score: -10022185.000000 Penalty: 3639.067871
Iteration 235Q: 3 clusters Score -1.002218e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50327 members
Mstep: Class 2 contains 22594 members
Entering Unmasked Estep
Score: -10022185.000000 Penalty: 3639.067871
Iteration 236Q: 3 clusters Score -1.002218e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50334 members
Mstep: Class 2 contains 22587 members
Entering Unmasked Estep
Score: -10022187.000000 Penalty: 3639.067871
Iteration 237Q: 3 clusters Score -1.002219e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50337 members
Mstep: Class 2 contains 22584 members
Entering Unmasked Estep
Score: -10022193.000000 Penalty: 3639.067871
Iteration 238Q: 3 clusters Score -1.002219e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50346 members
Mstep: Class 2 contains 22575 members
Entering Unmasked Estep
Score: -10022184.000000 Penalty: 3639.067871
Iteration 239Q: 3 clusters Score -1.002218e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50351 members
Mstep: Class 2 contains 22570 members
Entering Unmasked Estep
Score: -10022181.000000 Penalty: 3639.067871
Iteration 240F: 3 clusters Score -1.002218e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50353 members
Mstep: Class 2 contains 22568 members
Entering Unmasked Estep
Score: -10022182.000000 Penalty: 3639.067871
Iteration 241Q: 3 clusters Score -1.002218e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50356 members
Mstep: Class 2 contains 22565 members
Entering Unmasked Estep
Score: -10022191.000000 Penalty: 3639.067871
Iteration 242Q: 3 clusters Score -1.002219e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50358 members
Mstep: Class 2 contains 22563 members
Entering Unmasked Estep
Score: -10022189.000000 Penalty: 3639.067871
Iteration 243Q: 3 clusters Score -1.002219e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50358 members
Mstep: Class 2 contains 22563 members
Entering Unmasked Estep
Score: -10022183.000000 Penalty: 3639.067871
Iteration 244Q: 3 clusters Score -1.002218e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50361 members
Mstep: Class 2 contains 22560 members
Entering Unmasked Estep
Score: -10022189.000000 Penalty: 3639.067871
Iteration 245Q: 3 clusters Score -1.002219e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50366 members
Mstep: Class 2 contains 22555 members
Entering Unmasked Estep
Score: -10022185.000000 Penalty: 3639.067871
Iteration 246Q: 3 clusters Score -1.002218e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50374 members
Mstep: Class 2 contains 22547 members
Entering Unmasked Estep
Score: -10022186.000000 Penalty: 3639.067871
Iteration 247Q: 3 clusters Score -1.002219e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50382 members
Mstep: Class 2 contains 22539 members
Entering Unmasked Estep
Score: -10022189.000000 Penalty: 3639.067871
Iteration 248Q: 3 clusters Score -1.002219e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50390 members
Mstep: Class 2 contains 22531 members
Entering Unmasked Estep
Score: -10022191.000000 Penalty: 3639.067871
Iteration 249Q: 3 clusters Score -1.002219e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50394 members
Mstep: Class 2 contains 22527 members
Entering Unmasked Estep
Score: -10022196.000000 Penalty: 3639.067871
Iteration 250Q: 3 clusters Score -1.00222e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50397 members
Mstep: Class 2 contains 22524 members
Entering Unmasked Estep
Score: -10022194.000000 Penalty: 3639.067871
Iteration 251Q: 3 clusters Score -1.002219e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50401 members
Mstep: Class 2 contains 22520 members
Entering Unmasked Estep
Score: -10022193.000000 Penalty: 3639.067871
Iteration 252Q: 3 clusters Score -1.002219e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50409 members
Mstep: Class 2 contains 22512 members
Entering Unmasked Estep
Score: -10022205.000000 Penalty: 3639.067871
Iteration 253Q: 3 clusters Score -1.00222e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50412 members
Mstep: Class 2 contains 22509 members
Entering Unmasked Estep
Score: -10022208.000000 Penalty: 3639.067871
Iteration 254Q: 3 clusters Score -1.002221e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50418 members
Mstep: Class 2 contains 22503 members
Entering Unmasked Estep
Score: -10022213.000000 Penalty: 3639.067871
Iteration 255Q: 3 clusters Score -1.002221e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50425 members
Mstep: Class 2 contains 22496 members
Entering Unmasked Estep
Score: -10022209.000000 Penalty: 3639.067871
Iteration 256Q: 3 clusters Score -1.002221e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50428 members
Mstep: Class 2 contains 22493 members
Entering Unmasked Estep
Score: -10022206.000000 Penalty: 3639.067871
Iteration 257Q: 3 clusters Score -1.002221e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50433 members
Mstep: Class 2 contains 22488 members
Entering Unmasked Estep
Score: -10022206.000000 Penalty: 3639.067871
Iteration 258Q: 3 clusters Score -1.002221e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50433 members
Mstep: Class 2 contains 22488 members
Entering Unmasked Estep
Score: -10022206.000000 Penalty: 3639.067871
Iteration 259F: 3 clusters Score -1.002221e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 75562 members
Mstep: Class 3 contains 80422 members
Mstep: Class 4 contains 31441 members
Mstep: Class 5 contains 50433 members
Mstep: Class 6 contains 140148 members
Mstep: Class 7 contains 134890 members
Mstep: Class 8 contains 109923 members
Mstep: Class 9 contains 91597 members
Mstep: Class 10 contains 73614 members
Mstep: Class 11 contains 149490 members
Mstep: Class 12 contains 96601 members
Mstep: Class 13 contains 160638 members
Mstep: Class 14 contains 140135 members
Mstep: Class 15 contains 133228 members
Mstep: Class 16 contains 81935 members
Mstep: Class 17 contains 72970 members
Mstep: Class 18 contains 60820 members
Mstep: Class 19 contains 139399 members
Mstep: Class 20 contains 113692 members
Mstep: Class 21 contains 140224 members
Mstep: Class 22 contains 62932 members
Mstep: Class 23 contains 71489 members
Mstep: Class 24 contains 138167 members
Mstep: Class 25 contains 131325 members
Mstep: Class 26 contains 116596 members
Mstep: Class 27 contains 113573 members
Mstep: Class 28 contains 105932 members
Mstep: Class 29 contains 142110 members
Mstep: Class 30 contains 136968 members
Mstep: Class 31 contains 133933 members
Mstep: Class 32 contains 88902 members
Mstep: Class 33 contains 165400 members
Mstep: Class 34 contains 96370 members
Mstep: Class 35 contains 44525 members
Mstep: Class 36 contains 92600 members
Mstep: Class 37 contains 49982 members
Mstep: Class 38 contains 68383 members
Mstep: Class 39 contains 64490 members
Mstep: Class 40 contains 47410 members
Mstep: Class 41 contains 22488 members
Entering Unmasked Estep
Score: -545348928.000000 Penalty: 101339.140625
Splitting cluster 5 changes total score from -544993280.000000 to -545348928.000000
So it's getting split into cluster 41.
Entering ConstructFrom:
Trying to split cluster 6 (140148 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140148 members
Entering Unmasked Estep
Score: -20136414.000000 Penalty: 1925.698853
Iteration 0F: 2 clusters Score -2.013641e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69627 members
Mstep: Class 2 contains 70521 members
Entering Unmasked Estep
Score: -20131560.000000 Penalty: 3851.397705
Iteration 0F: 3 clusters Score -2.013156e+07 nChanged 67876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75005 members
Mstep: Class 2 contains 65143 members
Entering Unmasked Estep
Score: -20174668.000000 Penalty: 3851.397705
Iteration 1F: 3 clusters Score -2.017467e+07 nChanged 14135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73572 members
Mstep: Class 2 contains 66576 members
Entering Unmasked Estep
Score: -20179718.000000 Penalty: 3851.397705
Iteration 2F: 3 clusters Score -2.017972e+07 nChanged 10845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71589 members
Mstep: Class 2 contains 68559 members
Entering Unmasked Estep
Score: -20186260.000000 Penalty: 3851.397705
Iteration 3F: 3 clusters Score -2.018626e+07 nChanged 10881
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72098 members
Mstep: Class 2 contains 68050 members
Entering Unmasked Estep
Score: -20193816.000000 Penalty: 3851.397705
Iteration 4F: 3 clusters Score -2.019382e+07 nChanged 9795
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73265 members
Mstep: Class 2 contains 66883 members
Entering Unmasked Estep
Score: -20198664.000000 Penalty: 3851.397705
Iteration 5F: 3 clusters Score -2.019866e+07 nChanged 6820
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73889 members
Mstep: Class 2 contains 66259 members
Entering Unmasked Estep
Score: -20200164.000000 Penalty: 3851.397705
Iteration 6Q: 3 clusters Score -2.020016e+07 nChanged 3827
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74164 members
Mstep: Class 2 contains 65984 members
Entering Unmasked Estep
Score: -20200786.000000 Penalty: 3851.397705
Iteration 7Q: 3 clusters Score -2.020079e+07 nChanged 2299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74141 members
Mstep: Class 2 contains 66007 members
Entering Unmasked Estep
Score: -20200998.000000 Penalty: 3851.397705
Iteration 8Q: 3 clusters Score -2.0201e+07 nChanged 1850
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73979 members
Mstep: Class 2 contains 66169 members
Entering Unmasked Estep
Score: -20201346.000000 Penalty: 3851.397705
Iteration 9Q: 3 clusters Score -2.020135e+07 nChanged 1664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73795 members
Mstep: Class 2 contains 66353 members
Entering Unmasked Estep
Score: -20201864.000000 Penalty: 3851.397705
Iteration 10Q: 3 clusters Score -2.020186e+07 nChanged 1561
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73522 members
Mstep: Class 2 contains 66626 members
Entering Unmasked Estep
Score: -20202174.000000 Penalty: 3851.397705
Iteration 11Q: 3 clusters Score -2.020217e+07 nChanged 1538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73242 members
Mstep: Class 2 contains 66906 members
Entering Unmasked Estep
Score: -20202508.000000 Penalty: 3851.397705
Iteration 12Q: 3 clusters Score -2.020251e+07 nChanged 1465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73043 members
Mstep: Class 2 contains 67105 members
Entering Unmasked Estep
Score: -20202794.000000 Penalty: 3851.397705
Iteration 13Q: 3 clusters Score -2.020279e+07 nChanged 1412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72933 members
Mstep: Class 2 contains 67215 members
Entering Unmasked Estep
Score: -20203126.000000 Penalty: 3851.397705
Iteration 14Q: 3 clusters Score -2.020313e+07 nChanged 1399
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72842 members
Mstep: Class 2 contains 67306 members
Entering Unmasked Estep
Score: -20203348.000000 Penalty: 3851.397705
Iteration 15Q: 3 clusters Score -2.020335e+07 nChanged 1442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72808 members
Mstep: Class 2 contains 67340 members
Entering Unmasked Estep
Score: -20203630.000000 Penalty: 3851.397705
Iteration 16Q: 3 clusters Score -2.020363e+07 nChanged 1387
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72807 members
Mstep: Class 2 contains 67341 members
Entering Unmasked Estep
Score: -20203938.000000 Penalty: 3851.397705
Iteration 17Q: 3 clusters Score -2.020394e+07 nChanged 1417
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72788 members
Mstep: Class 2 contains 67360 members
Entering Unmasked Estep
Score: -20204324.000000 Penalty: 3851.397705
Iteration 18Q: 3 clusters Score -2.020432e+07 nChanged 1430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72780 members
Mstep: Class 2 contains 67368 members
Entering Unmasked Estep
Score: -20204686.000000 Penalty: 3851.397705
Iteration 19Q: 3 clusters Score -2.020469e+07 nChanged 1405
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72761 members
Mstep: Class 2 contains 67387 members
Entering Unmasked Estep
Score: -20204888.000000 Penalty: 3851.397705
Iteration 20F: 3 clusters Score -2.020489e+07 nChanged 1445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72782 members
Mstep: Class 2 contains 67366 members
Entering Unmasked Estep
Score: -20205170.000000 Penalty: 3851.397705
Iteration 21Q: 3 clusters Score -2.020517e+07 nChanged 1413
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72819 members
Mstep: Class 2 contains 67329 members
Entering Unmasked Estep
Score: -20205364.000000 Penalty: 3851.397705
Iteration 22Q: 3 clusters Score -2.020536e+07 nChanged 1496
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72821 members
Mstep: Class 2 contains 67327 members
Entering Unmasked Estep
Score: -20205652.000000 Penalty: 3851.397705
Iteration 23Q: 3 clusters Score -2.020565e+07 nChanged 1420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72795 members
Mstep: Class 2 contains 67353 members
Entering Unmasked Estep
Score: -20205870.000000 Penalty: 3851.397705
Iteration 24Q: 3 clusters Score -2.020587e+07 nChanged 1329
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72742 members
Mstep: Class 2 contains 67406 members
Entering Unmasked Estep
Score: -20206058.000000 Penalty: 3851.397705
Iteration 25Q: 3 clusters Score -2.020606e+07 nChanged 1329
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72743 members
Mstep: Class 2 contains 67405 members
Entering Unmasked Estep
Score: -20206274.000000 Penalty: 3851.397705
Iteration 26Q: 3 clusters Score -2.020627e+07 nChanged 1297
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72720 members
Mstep: Class 2 contains 67428 members
Entering Unmasked Estep
Score: -20206478.000000 Penalty: 3851.397705
Iteration 27Q: 3 clusters Score -2.020648e+07 nChanged 1273
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72699 members
Mstep: Class 2 contains 67449 members
Entering Unmasked Estep
Score: -20206740.000000 Penalty: 3851.397705
Iteration 28Q: 3 clusters Score -2.020674e+07 nChanged 1244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72653 members
Mstep: Class 2 contains 67495 members
Entering Unmasked Estep
Score: -20206912.000000 Penalty: 3851.397705
Iteration 29Q: 3 clusters Score -2.020691e+07 nChanged 1197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72650 members
Mstep: Class 2 contains 67498 members
Entering Unmasked Estep
Score: -20207202.000000 Penalty: 3851.397705
Iteration 30Q: 3 clusters Score -2.02072e+07 nChanged 1133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72593 members
Mstep: Class 2 contains 67555 members
Entering Unmasked Estep
Score: -20207430.000000 Penalty: 3851.397705
Iteration 31Q: 3 clusters Score -2.020743e+07 nChanged 1107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72616 members
Mstep: Class 2 contains 67532 members
Entering Unmasked Estep
Score: -20207548.000000 Penalty: 3851.397705
Iteration 32Q: 3 clusters Score -2.020755e+07 nChanged 1083
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72681 members
Mstep: Class 2 contains 67467 members
Entering Unmasked Estep
Score: -20207652.000000 Penalty: 3851.397705
Iteration 33Q: 3 clusters Score -2.020765e+07 nChanged 1039
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72770 members
Mstep: Class 2 contains 67378 members
Entering Unmasked Estep
Score: -20207708.000000 Penalty: 3851.397705
Iteration 34Q: 3 clusters Score -2.020771e+07 nChanged 1018
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72902 members
Mstep: Class 2 contains 67246 members
Entering Unmasked Estep
Score: -20207754.000000 Penalty: 3851.397705
Iteration 35Q: 3 clusters Score -2.020775e+07 nChanged 917
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73077 members
Mstep: Class 2 contains 67071 members
Entering Unmasked Estep
Score: -20207734.000000 Penalty: 3851.397705
Iteration 36Q: 3 clusters Score -2.020773e+07 nChanged 848
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73215 members
Mstep: Class 2 contains 66933 members
Entering Unmasked Estep
Score: -20207686.000000 Penalty: 3851.397705
Iteration 37Q: 3 clusters Score -2.020769e+07 nChanged 751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73284 members
Mstep: Class 2 contains 66864 members
Entering Unmasked Estep
Score: -20207628.000000 Penalty: 3851.397705
Iteration 38Q: 3 clusters Score -2.020763e+07 nChanged 643
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73305 members
Mstep: Class 2 contains 66843 members
Entering Unmasked Estep
Score: -20207632.000000 Penalty: 3851.397705
Iteration 39Q: 3 clusters Score -2.020763e+07 nChanged 641
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73324 members
Mstep: Class 2 contains 66824 members
Entering Unmasked Estep
Score: -20207700.000000 Penalty: 3851.397705
Iteration 40F: 3 clusters Score -2.02077e+07 nChanged 590
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73318 members
Mstep: Class 2 contains 66830 members
Entering Unmasked Estep
Score: -20207676.000000 Penalty: 3851.397705
Iteration 41Q: 3 clusters Score -2.020768e+07 nChanged 515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73357 members
Mstep: Class 2 contains 66791 members
Entering Unmasked Estep
Score: -20207630.000000 Penalty: 3851.397705
Iteration 42Q: 3 clusters Score -2.020763e+07 nChanged 464
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73409 members
Mstep: Class 2 contains 66739 members
Entering Unmasked Estep
Score: -20207590.000000 Penalty: 3851.397705
Iteration 43Q: 3 clusters Score -2.020759e+07 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73467 members
Mstep: Class 2 contains 66681 members
Entering Unmasked Estep
Score: -20207512.000000 Penalty: 3851.397705
Iteration 44Q: 3 clusters Score -2.020751e+07 nChanged 390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73533 members
Mstep: Class 2 contains 66615 members
Entering Unmasked Estep
Score: -20207512.000000 Penalty: 3851.397705
Iteration 45Q: 3 clusters Score -2.020751e+07 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73590 members
Mstep: Class 2 contains 66558 members
Entering Unmasked Estep
Score: -20207478.000000 Penalty: 3851.397705
Iteration 46Q: 3 clusters Score -2.020748e+07 nChanged 343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73647 members
Mstep: Class 2 contains 66501 members
Entering Unmasked Estep
Score: -20207430.000000 Penalty: 3851.397705
Iteration 47Q: 3 clusters Score -2.020743e+07 nChanged 316
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73715 members
Mstep: Class 2 contains 66433 members
Entering Unmasked Estep
Score: -20207398.000000 Penalty: 3851.397705
Iteration 48Q: 3 clusters Score -2.02074e+07 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73812 members
Mstep: Class 2 contains 66336 members
Entering Unmasked Estep
Score: -20207280.000000 Penalty: 3851.397705
Iteration 49Q: 3 clusters Score -2.020728e+07 nChanged 277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73895 members
Mstep: Class 2 contains 66253 members
Entering Unmasked Estep
Score: -20207212.000000 Penalty: 3851.397705
Iteration 50Q: 3 clusters Score -2.020721e+07 nChanged 225
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73944 members
Mstep: Class 2 contains 66204 members
Entering Unmasked Estep
Score: -20207180.000000 Penalty: 3851.397705
Iteration 51Q: 3 clusters Score -2.020718e+07 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73976 members
Mstep: Class 2 contains 66172 members
Entering Unmasked Estep
Score: -20207156.000000 Penalty: 3851.397705
Iteration 52Q: 3 clusters Score -2.020716e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73994 members
Mstep: Class 2 contains 66154 members
Entering Unmasked Estep
Score: -20207142.000000 Penalty: 3851.397705
Iteration 53Q: 3 clusters Score -2.020714e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74013 members
Mstep: Class 2 contains 66135 members
Entering Unmasked Estep
Score: -20207074.000000 Penalty: 3851.397705
Iteration 54Q: 3 clusters Score -2.020707e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74018 members
Mstep: Class 2 contains 66130 members
Entering Unmasked Estep
Score: -20207068.000000 Penalty: 3851.397705
Iteration 55Q: 3 clusters Score -2.020707e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74036 members
Mstep: Class 2 contains 66112 members
Entering Unmasked Estep
Score: -20207012.000000 Penalty: 3851.397705
Iteration 56Q: 3 clusters Score -2.020701e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74046 members
Mstep: Class 2 contains 66102 members
Entering Unmasked Estep
Score: -20207036.000000 Penalty: 3851.397705
Iteration 57Q: 3 clusters Score -2.020704e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74082 members
Mstep: Class 2 contains 66066 members
Entering Unmasked Estep
Score: -20206982.000000 Penalty: 3851.397705
Iteration 58Q: 3 clusters Score -2.020698e+07 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74111 members
Mstep: Class 2 contains 66037 members
Entering Unmasked Estep
Score: -20206974.000000 Penalty: 3851.397705
Iteration 59Q: 3 clusters Score -2.020697e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74149 members
Mstep: Class 2 contains 65999 members
Entering Unmasked Estep
Score: -20206980.000000 Penalty: 3851.397705
Iteration 60F: 3 clusters Score -2.020698e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74166 members
Mstep: Class 2 contains 65982 members
Entering Unmasked Estep
Score: -20206988.000000 Penalty: 3851.397705
Iteration 61Q: 3 clusters Score -2.020699e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74183 members
Mstep: Class 2 contains 65965 members
Entering Unmasked Estep
Score: -20206964.000000 Penalty: 3851.397705
Iteration 62Q: 3 clusters Score -2.020696e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74206 members
Mstep: Class 2 contains 65942 members
Entering Unmasked Estep
Score: -20206940.000000 Penalty: 3851.397705
Iteration 63Q: 3 clusters Score -2.020694e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74242 members
Mstep: Class 2 contains 65906 members
Entering Unmasked Estep
Score: -20206936.000000 Penalty: 3851.397705
Iteration 64Q: 3 clusters Score -2.020694e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74286 members
Mstep: Class 2 contains 65862 members
Entering Unmasked Estep
Score: -20206900.000000 Penalty: 3851.397705
Iteration 65Q: 3 clusters Score -2.02069e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74327 members
Mstep: Class 2 contains 65821 members
Entering Unmasked Estep
Score: -20206844.000000 Penalty: 3851.397705
Iteration 66Q: 3 clusters Score -2.020684e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74371 members
Mstep: Class 2 contains 65777 members
Entering Unmasked Estep
Score: -20206814.000000 Penalty: 3851.397705
Iteration 67Q: 3 clusters Score -2.020681e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74400 members
Mstep: Class 2 contains 65748 members
Entering Unmasked Estep
Score: -20206776.000000 Penalty: 3851.397705
Iteration 68Q: 3 clusters Score -2.020678e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74429 members
Mstep: Class 2 contains 65719 members
Entering Unmasked Estep
Score: -20206736.000000 Penalty: 3851.397705
Iteration 69Q: 3 clusters Score -2.020674e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74465 members
Mstep: Class 2 contains 65683 members
Entering Unmasked Estep
Score: -20206710.000000 Penalty: 3851.397705
Iteration 70Q: 3 clusters Score -2.020671e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74498 members
Mstep: Class 2 contains 65650 members
Entering Unmasked Estep
Score: -20206682.000000 Penalty: 3851.397705
Iteration 71Q: 3 clusters Score -2.020668e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74511 members
Mstep: Class 2 contains 65637 members
Entering Unmasked Estep
Score: -20206638.000000 Penalty: 3851.397705
Iteration 72Q: 3 clusters Score -2.020664e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74512 members
Mstep: Class 2 contains 65636 members
Entering Unmasked Estep
Score: -20206614.000000 Penalty: 3851.397705
Iteration 73Q: 3 clusters Score -2.020661e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74516 members
Mstep: Class 2 contains 65632 members
Entering Unmasked Estep
Score: -20206632.000000 Penalty: 3851.397705
Iteration 74Q: 3 clusters Score -2.020663e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74516 members
Mstep: Class 2 contains 65632 members
Entering Unmasked Estep
Score: -20206594.000000 Penalty: 3851.397705
Iteration 75Q: 3 clusters Score -2.020659e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74514 members
Mstep: Class 2 contains 65634 members
Entering Unmasked Estep
Score: -20206578.000000 Penalty: 3851.397705
Iteration 76Q: 3 clusters Score -2.020658e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74518 members
Mstep: Class 2 contains 65630 members
Entering Unmasked Estep
Score: -20206598.000000 Penalty: 3851.397705
Iteration 77Q: 3 clusters Score -2.02066e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74530 members
Mstep: Class 2 contains 65618 members
Entering Unmasked Estep
Score: -20206586.000000 Penalty: 3851.397705
Iteration 78Q: 3 clusters Score -2.020659e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74546 members
Mstep: Class 2 contains 65602 members
Entering Unmasked Estep
Score: -20206608.000000 Penalty: 3851.397705
Iteration 79Q: 3 clusters Score -2.020661e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74552 members
Mstep: Class 2 contains 65596 members
Entering Unmasked Estep
Score: -20206602.000000 Penalty: 3851.397705
Iteration 80F: 3 clusters Score -2.02066e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74566 members
Mstep: Class 2 contains 65582 members
Entering Unmasked Estep
Score: -20206600.000000 Penalty: 3851.397705
Iteration 81Q: 3 clusters Score -2.02066e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74580 members
Mstep: Class 2 contains 65568 members
Entering Unmasked Estep
Score: -20206578.000000 Penalty: 3851.397705
Iteration 82Q: 3 clusters Score -2.020658e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74591 members
Mstep: Class 2 contains 65557 members
Entering Unmasked Estep
Score: -20206568.000000 Penalty: 3851.397705
Iteration 83Q: 3 clusters Score -2.020657e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74599 members
Mstep: Class 2 contains 65549 members
Entering Unmasked Estep
Score: -20206604.000000 Penalty: 3851.397705
Iteration 84Q: 3 clusters Score -2.02066e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74595 members
Mstep: Class 2 contains 65553 members
Entering Unmasked Estep
Score: -20206592.000000 Penalty: 3851.397705
Iteration 85Q: 3 clusters Score -2.020659e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74588 members
Mstep: Class 2 contains 65560 members
Entering Unmasked Estep
Score: -20206594.000000 Penalty: 3851.397705
Iteration 86Q: 3 clusters Score -2.020659e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74587 members
Mstep: Class 2 contains 65561 members
Entering Unmasked Estep
Score: -20206620.000000 Penalty: 3851.397705
Iteration 87Q: 3 clusters Score -2.020662e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74584 members
Mstep: Class 2 contains 65564 members
Entering Unmasked Estep
Score: -20206606.000000 Penalty: 3851.397705
Iteration 88Q: 3 clusters Score -2.020661e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74580 members
Mstep: Class 2 contains 65568 members
Entering Unmasked Estep
Score: -20206612.000000 Penalty: 3851.397705
Iteration 89Q: 3 clusters Score -2.020661e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74576 members
Mstep: Class 2 contains 65572 members
Entering Unmasked Estep
Score: -20206610.000000 Penalty: 3851.397705
Iteration 90Q: 3 clusters Score -2.020661e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74566 members
Mstep: Class 2 contains 65582 members
Entering Unmasked Estep
Score: -20206602.000000 Penalty: 3851.397705
Iteration 91Q: 3 clusters Score -2.02066e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74562 members
Mstep: Class 2 contains 65586 members
Entering Unmasked Estep
Score: -20206580.000000 Penalty: 3851.397705
Iteration 92Q: 3 clusters Score -2.020658e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74553 members
Mstep: Class 2 contains 65595 members
Entering Unmasked Estep
Score: -20206594.000000 Penalty: 3851.397705
Iteration 93Q: 3 clusters Score -2.020659e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74549 members
Mstep: Class 2 contains 65599 members
Entering Unmasked Estep
Score: -20206594.000000 Penalty: 3851.397705
Iteration 94Q: 3 clusters Score -2.020659e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74540 members
Mstep: Class 2 contains 65608 members
Entering Unmasked Estep
Score: -20206560.000000 Penalty: 3851.397705
Iteration 95Q: 3 clusters Score -2.020656e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74543 members
Mstep: Class 2 contains 65605 members
Entering Unmasked Estep
Score: -20206584.000000 Penalty: 3851.397705
Iteration 96Q: 3 clusters Score -2.020658e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74540 members
Mstep: Class 2 contains 65608 members
Entering Unmasked Estep
Score: -20206572.000000 Penalty: 3851.397705
Iteration 97Q: 3 clusters Score -2.020657e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74539 members
Mstep: Class 2 contains 65609 members
Entering Unmasked Estep
Score: -20206578.000000 Penalty: 3851.397705
Iteration 98Q: 3 clusters Score -2.020658e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74535 members
Mstep: Class 2 contains 65613 members
Entering Unmasked Estep
Score: -20206576.000000 Penalty: 3851.397705
Iteration 99Q: 3 clusters Score -2.020658e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74531 members
Mstep: Class 2 contains 65617 members
Entering Unmasked Estep
Score: -20206566.000000 Penalty: 3851.397705
Iteration 100F: 3 clusters Score -2.020657e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74530 members
Mstep: Class 2 contains 65618 members
Entering Unmasked Estep
Score: -20206570.000000 Penalty: 3851.397705
Iteration 101Q: 3 clusters Score -2.020657e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74537 members
Mstep: Class 2 contains 65611 members
Entering Unmasked Estep
Score: -20206592.000000 Penalty: 3851.397705
Iteration 102Q: 3 clusters Score -2.020659e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74545 members
Mstep: Class 2 contains 65603 members
Entering Unmasked Estep
Score: -20206618.000000 Penalty: 3851.397705
Iteration 103Q: 3 clusters Score -2.020662e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74556 members
Mstep: Class 2 contains 65592 members
Entering Unmasked Estep
Score: -20206632.000000 Penalty: 3851.397705
Iteration 104Q: 3 clusters Score -2.020663e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74560 members
Mstep: Class 2 contains 65588 members
Entering Unmasked Estep
Score: -20206640.000000 Penalty: 3851.397705
Iteration 105Q: 3 clusters Score -2.020664e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74562 members
Mstep: Class 2 contains 65586 members
Entering Unmasked Estep
Score: -20206628.000000 Penalty: 3851.397705
Iteration 106Q: 3 clusters Score -2.020663e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74561 members
Mstep: Class 2 contains 65587 members
Entering Unmasked Estep
Score: -20206616.000000 Penalty: 3851.397705
Iteration 107Q: 3 clusters Score -2.020662e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74563 members
Mstep: Class 2 contains 65585 members
Entering Unmasked Estep
Score: -20206612.000000 Penalty: 3851.397705
Iteration 108Q: 3 clusters Score -2.020661e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74565 members
Mstep: Class 2 contains 65583 members
Entering Unmasked Estep
Score: -20206628.000000 Penalty: 3851.397705
Iteration 109Q: 3 clusters Score -2.020663e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74564 members
Mstep: Class 2 contains 65584 members
Entering Unmasked Estep
Score: -20206628.000000 Penalty: 3851.397705
Iteration 110Q: 3 clusters Score -2.020663e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74567 members
Mstep: Class 2 contains 65581 members
Entering Unmasked Estep
Score: -20206640.000000 Penalty: 3851.397705
Iteration 111Q: 3 clusters Score -2.020664e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74567 members
Mstep: Class 2 contains 65581 members
Entering Unmasked Estep
Score: -20206640.000000 Penalty: 3851.397705
Iteration 112F: 3 clusters Score -2.020664e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 75562 members
Mstep: Class 3 contains 80422 members
Mstep: Class 4 contains 31441 members
Mstep: Class 5 contains 50433 members
Mstep: Class 6 contains 74567 members
Mstep: Class 7 contains 134890 members
Mstep: Class 8 contains 109923 members
Mstep: Class 9 contains 91597 members
Mstep: Class 10 contains 73614 members
Mstep: Class 11 contains 149490 members
Mstep: Class 12 contains 96601 members
Mstep: Class 13 contains 160638 members
Mstep: Class 14 contains 140135 members
Mstep: Class 15 contains 133228 members
Mstep: Class 16 contains 81935 members
Mstep: Class 17 contains 72970 members
Mstep: Class 18 contains 60820 members
Mstep: Class 19 contains 139399 members
Mstep: Class 20 contains 113692 members
Mstep: Class 21 contains 140224 members
Mstep: Class 22 contains 62932 members
Mstep: Class 23 contains 71489 members
Mstep: Class 24 contains 138167 members
Mstep: Class 25 contains 131325 members
Mstep: Class 26 contains 116596 members
Mstep: Class 27 contains 113573 members
Mstep: Class 28 contains 105932 members
Mstep: Class 29 contains 142110 members
Mstep: Class 30 contains 136968 members
Mstep: Class 31 contains 133933 members
Mstep: Class 32 contains 88902 members
Mstep: Class 33 contains 165400 members
Mstep: Class 34 contains 96370 members
Mstep: Class 35 contains 44525 members
Mstep: Class 36 contains 92600 members
Mstep: Class 37 contains 49982 members
Mstep: Class 38 contains 68383 members
Mstep: Class 39 contains 64490 members
Mstep: Class 40 contains 47410 members
Mstep: Class 41 contains 22488 members
Mstep: Class 42 contains 65581 members
Entering Unmasked Estep
Score: -545489984.000000 Penalty: 103810.828125
Splitting cluster 6 changes total score from -544993280.000000 to -545489984.000000
So it's getting split into cluster 42.
Entering ConstructFrom:
Trying to split cluster 7 (134890 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134890 members
Entering Unmasked Estep
Score: -18776972.000000 Penalty: 1919.484863
Iteration 0F: 2 clusters Score -1.877697e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67429 members
Mstep: Class 2 contains 67461 members
Entering Unmasked Estep
Score: -18734178.000000 Penalty: 3838.969727
Iteration 0F: 3 clusters Score -1.873418e+07 nChanged 64778
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67151 members
Mstep: Class 2 contains 67739 members
Entering Unmasked Estep
Score: -18772216.000000 Penalty: 3838.969727
Iteration 1F: 3 clusters Score -1.877222e+07 nChanged 5599
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65418 members
Mstep: Class 2 contains 69472 members
Entering Unmasked Estep
Score: -18773808.000000 Penalty: 3838.969727
Iteration 2Q: 3 clusters Score -1.877381e+07 nChanged 6281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62929 members
Mstep: Class 2 contains 71961 members
Entering Unmasked Estep
Score: -18776600.000000 Penalty: 3838.969727
Iteration 3Q: 3 clusters Score -1.87766e+07 nChanged 7921
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59920 members
Mstep: Class 2 contains 74970 members
Entering Unmasked Estep
Score: -18781644.000000 Penalty: 3838.969727
Iteration 4F: 3 clusters Score -1.878164e+07 nChanged 10069
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57377 members
Mstep: Class 2 contains 77513 members
Entering Unmasked Estep
Score: -18789014.000000 Penalty: 3838.969727
Iteration 5F: 3 clusters Score -1.878901e+07 nChanged 10856
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56243 members
Mstep: Class 2 contains 78647 members
Entering Unmasked Estep
Score: -18796798.000000 Penalty: 3838.969727
Iteration 6F: 3 clusters Score -1.87968e+07 nChanged 9753
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56500 members
Mstep: Class 2 contains 78390 members
Entering Unmasked Estep
Score: -18801920.000000 Penalty: 3838.969727
Iteration 7F: 3 clusters Score -1.880192e+07 nChanged 6946
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57382 members
Mstep: Class 2 contains 77508 members
Entering Unmasked Estep
Score: -18804288.000000 Penalty: 3838.969727
Iteration 8F: 3 clusters Score -1.880429e+07 nChanged 4329
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58691 members
Mstep: Class 2 contains 76199 members
Entering Unmasked Estep
Score: -18805112.000000 Penalty: 3838.969727
Iteration 9Q: 3 clusters Score -1.880511e+07 nChanged 2886
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60233 members
Mstep: Class 2 contains 74657 members
Entering Unmasked Estep
Score: -18805744.000000 Penalty: 3838.969727
Iteration 10Q: 3 clusters Score -1.880574e+07 nChanged 2296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62017 members
Mstep: Class 2 contains 72873 members
Entering Unmasked Estep
Score: -18806470.000000 Penalty: 3838.969727
Iteration 11Q: 3 clusters Score -1.880647e+07 nChanged 2556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64455 members
Mstep: Class 2 contains 70435 members
Entering Unmasked Estep
Score: -18806804.000000 Penalty: 3838.969727
Iteration 12Q: 3 clusters Score -1.88068e+07 nChanged 3230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67591 members
Mstep: Class 2 contains 67299 members
Entering Unmasked Estep
Score: -18806850.000000 Penalty: 3838.969727
Iteration 13Q: 3 clusters Score -1.880685e+07 nChanged 3959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71372 members
Mstep: Class 2 contains 63518 members
Entering Unmasked Estep
Score: -18806070.000000 Penalty: 3838.969727
Iteration 14Q: 3 clusters Score -1.880607e+07 nChanged 4662
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75510 members
Mstep: Class 2 contains 59380 members
Entering Unmasked Estep
Score: -18804918.000000 Penalty: 3838.969727
Iteration 15Q: 3 clusters Score -1.880492e+07 nChanged 4833
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78983 members
Mstep: Class 2 contains 55907 members
Entering Unmasked Estep
Score: -18803576.000000 Penalty: 3838.969727
Iteration 16Q: 3 clusters Score -1.880358e+07 nChanged 4605
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81296 members
Mstep: Class 2 contains 53594 members
Entering Unmasked Estep
Score: -18802034.000000 Penalty: 3838.969727
Iteration 17Q: 3 clusters Score -1.880203e+07 nChanged 3904
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82460 members
Mstep: Class 2 contains 52430 members
Entering Unmasked Estep
Score: -18801178.000000 Penalty: 3838.969727
Iteration 18Q: 3 clusters Score -1.880118e+07 nChanged 2941
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82547 members
Mstep: Class 2 contains 52343 members
Entering Unmasked Estep
Score: -18800770.000000 Penalty: 3838.969727
Iteration 19Q: 3 clusters Score -1.880077e+07 nChanged 2356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81883 members
Mstep: Class 2 contains 53007 members
Entering Unmasked Estep
Score: -18801084.000000 Penalty: 3838.969727
Iteration 20F: 3 clusters Score -1.880108e+07 nChanged 2241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80980 members
Mstep: Class 2 contains 53910 members
Entering Unmasked Estep
Score: -18801484.000000 Penalty: 3838.969727
Iteration 21Q: 3 clusters Score -1.880148e+07 nChanged 2317
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79653 members
Mstep: Class 2 contains 55237 members
Entering Unmasked Estep
Score: -18802066.000000 Penalty: 3838.969727
Iteration 22Q: 3 clusters Score -1.880207e+07 nChanged 2289
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77822 members
Mstep: Class 2 contains 57068 members
Entering Unmasked Estep
Score: -18802842.000000 Penalty: 3838.969727
Iteration 23Q: 3 clusters Score -1.880284e+07 nChanged 2418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75624 members
Mstep: Class 2 contains 59266 members
Entering Unmasked Estep
Score: -18803890.000000 Penalty: 3838.969727
Iteration 24Q: 3 clusters Score -1.880389e+07 nChanged 2608
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73190 members
Mstep: Class 2 contains 61700 members
Entering Unmasked Estep
Score: -18804594.000000 Penalty: 3838.969727
Iteration 25Q: 3 clusters Score -1.880459e+07 nChanged 2576
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70682 members
Mstep: Class 2 contains 64208 members
Entering Unmasked Estep
Score: -18805398.000000 Penalty: 3838.969727
Iteration 26Q: 3 clusters Score -1.88054e+07 nChanged 2624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68172 members
Mstep: Class 2 contains 66718 members
Entering Unmasked Estep
Score: -18806138.000000 Penalty: 3838.969727
Iteration 27Q: 3 clusters Score -1.880614e+07 nChanged 2408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65958 members
Mstep: Class 2 contains 68932 members
Entering Unmasked Estep
Score: -18806754.000000 Penalty: 3838.969727
Iteration 28Q: 3 clusters Score -1.880675e+07 nChanged 2161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64145 members
Mstep: Class 2 contains 70745 members
Entering Unmasked Estep
Score: -18806998.000000 Penalty: 3838.969727
Iteration 29Q: 3 clusters Score -1.8807e+07 nChanged 1990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62759 members
Mstep: Class 2 contains 72131 members
Entering Unmasked Estep
Score: -18806876.000000 Penalty: 3838.969727
Iteration 30Q: 3 clusters Score -1.880688e+07 nChanged 1884
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61865 members
Mstep: Class 2 contains 73025 members
Entering Unmasked Estep
Score: -18806958.000000 Penalty: 3838.969727
Iteration 31Q: 3 clusters Score -1.880696e+07 nChanged 1754
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61477 members
Mstep: Class 2 contains 73413 members
Entering Unmasked Estep
Score: -18806964.000000 Penalty: 3838.969727
Iteration 32Q: 3 clusters Score -1.880696e+07 nChanged 1633
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61396 members
Mstep: Class 2 contains 73494 members
Entering Unmasked Estep
Score: -18807028.000000 Penalty: 3838.969727
Iteration 33Q: 3 clusters Score -1.880703e+07 nChanged 1473
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61567 members
Mstep: Class 2 contains 73323 members
Entering Unmasked Estep
Score: -18806938.000000 Penalty: 3838.969727
Iteration 34Q: 3 clusters Score -1.880694e+07 nChanged 1298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61935 members
Mstep: Class 2 contains 72955 members
Entering Unmasked Estep
Score: -18806904.000000 Penalty: 3838.969727
Iteration 35Q: 3 clusters Score -1.88069e+07 nChanged 1133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62484 members
Mstep: Class 2 contains 72406 members
Entering Unmasked Estep
Score: -18806924.000000 Penalty: 3838.969727
Iteration 36Q: 3 clusters Score -1.880692e+07 nChanged 1027
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63073 members
Mstep: Class 2 contains 71817 members
Entering Unmasked Estep
Score: -18806932.000000 Penalty: 3838.969727
Iteration 37Q: 3 clusters Score -1.880693e+07 nChanged 939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63700 members
Mstep: Class 2 contains 71190 members
Entering Unmasked Estep
Score: -18807004.000000 Penalty: 3838.969727
Iteration 38Q: 3 clusters Score -1.8807e+07 nChanged 923
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64357 members
Mstep: Class 2 contains 70533 members
Entering Unmasked Estep
Score: -18806854.000000 Penalty: 3838.969727
Iteration 39Q: 3 clusters Score -1.880685e+07 nChanged 879
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65006 members
Mstep: Class 2 contains 69884 members
Entering Unmasked Estep
Score: -18806910.000000 Penalty: 3838.969727
Iteration 40F: 3 clusters Score -1.880691e+07 nChanged 901
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65631 members
Mstep: Class 2 contains 69259 members
Entering Unmasked Estep
Score: -18806938.000000 Penalty: 3838.969727
Iteration 41Q: 3 clusters Score -1.880694e+07 nChanged 839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66178 members
Mstep: Class 2 contains 68712 members
Entering Unmasked Estep
Score: -18806868.000000 Penalty: 3838.969727
Iteration 42Q: 3 clusters Score -1.880687e+07 nChanged 779
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66611 members
Mstep: Class 2 contains 68279 members
Entering Unmasked Estep
Score: -18806848.000000 Penalty: 3838.969727
Iteration 43Q: 3 clusters Score -1.880685e+07 nChanged 750
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67005 members
Mstep: Class 2 contains 67885 members
Entering Unmasked Estep
Score: -18806794.000000 Penalty: 3838.969727
Iteration 44Q: 3 clusters Score -1.880679e+07 nChanged 729
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67294 members
Mstep: Class 2 contains 67596 members
Entering Unmasked Estep
Score: -18806718.000000 Penalty: 3838.969727
Iteration 45Q: 3 clusters Score -1.880672e+07 nChanged 701
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67451 members
Mstep: Class 2 contains 67439 members
Entering Unmasked Estep
Score: -18806752.000000 Penalty: 3838.969727
Iteration 46Q: 3 clusters Score -1.880675e+07 nChanged 687
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67592 members
Mstep: Class 2 contains 67298 members
Entering Unmasked Estep
Score: -18806746.000000 Penalty: 3838.969727
Iteration 47Q: 3 clusters Score -1.880675e+07 nChanged 624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67614 members
Mstep: Class 2 contains 67276 members
Entering Unmasked Estep
Score: -18806774.000000 Penalty: 3838.969727
Iteration 48Q: 3 clusters Score -1.880677e+07 nChanged 604
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67590 members
Mstep: Class 2 contains 67300 members
Entering Unmasked Estep
Score: -18806730.000000 Penalty: 3838.969727
Iteration 49Q: 3 clusters Score -1.880673e+07 nChanged 586
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67512 members
Mstep: Class 2 contains 67378 members
Entering Unmasked Estep
Score: -18806684.000000 Penalty: 3838.969727
Iteration 50Q: 3 clusters Score -1.880668e+07 nChanged 532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67396 members
Mstep: Class 2 contains 67494 members
Entering Unmasked Estep
Score: -18806704.000000 Penalty: 3838.969727
Iteration 51Q: 3 clusters Score -1.88067e+07 nChanged 505
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67273 members
Mstep: Class 2 contains 67617 members
Entering Unmasked Estep
Score: -18806708.000000 Penalty: 3838.969727
Iteration 52Q: 3 clusters Score -1.880671e+07 nChanged 451
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67150 members
Mstep: Class 2 contains 67740 members
Entering Unmasked Estep
Score: -18806606.000000 Penalty: 3838.969727
Iteration 53Q: 3 clusters Score -1.880661e+07 nChanged 457
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66999 members
Mstep: Class 2 contains 67891 members
Entering Unmasked Estep
Score: -18806588.000000 Penalty: 3838.969727
Iteration 54Q: 3 clusters Score -1.880659e+07 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66834 members
Mstep: Class 2 contains 68056 members
Entering Unmasked Estep
Score: -18806654.000000 Penalty: 3838.969727
Iteration 55Q: 3 clusters Score -1.880665e+07 nChanged 442
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66658 members
Mstep: Class 2 contains 68232 members
Entering Unmasked Estep
Score: -18806622.000000 Penalty: 3838.969727
Iteration 56Q: 3 clusters Score -1.880662e+07 nChanged 447
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66447 members
Mstep: Class 2 contains 68443 members
Entering Unmasked Estep
Score: -18806620.000000 Penalty: 3838.969727
Iteration 57Q: 3 clusters Score -1.880662e+07 nChanged 436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66267 members
Mstep: Class 2 contains 68623 members
Entering Unmasked Estep
Score: -18806610.000000 Penalty: 3838.969727
Iteration 58Q: 3 clusters Score -1.880661e+07 nChanged 388
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66121 members
Mstep: Class 2 contains 68769 members
Entering Unmasked Estep
Score: -18806680.000000 Penalty: 3838.969727
Iteration 59Q: 3 clusters Score -1.880668e+07 nChanged 393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66024 members
Mstep: Class 2 contains 68866 members
Entering Unmasked Estep
Score: -18806708.000000 Penalty: 3838.969727
Iteration 60F: 3 clusters Score -1.880671e+07 nChanged 357
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65981 members
Mstep: Class 2 contains 68909 members
Entering Unmasked Estep
Score: -18806708.000000 Penalty: 3838.969727
Iteration 61Q: 3 clusters Score -1.880671e+07 nChanged 289
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65978 members
Mstep: Class 2 contains 68912 members
Entering Unmasked Estep
Score: -18806674.000000 Penalty: 3838.969727
Iteration 62Q: 3 clusters Score -1.880667e+07 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65986 members
Mstep: Class 2 contains 68904 members
Entering Unmasked Estep
Score: -18806648.000000 Penalty: 3838.969727
Iteration 63Q: 3 clusters Score -1.880665e+07 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65988 members
Mstep: Class 2 contains 68902 members
Entering Unmasked Estep
Score: -18806636.000000 Penalty: 3838.969727
Iteration 64Q: 3 clusters Score -1.880664e+07 nChanged 272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66008 members
Mstep: Class 2 contains 68882 members
Entering Unmasked Estep
Score: -18806694.000000 Penalty: 3838.969727
Iteration 65Q: 3 clusters Score -1.880669e+07 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66037 members
Mstep: Class 2 contains 68853 members
Entering Unmasked Estep
Score: -18806714.000000 Penalty: 3838.969727
Iteration 66Q: 3 clusters Score -1.880671e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66091 members
Mstep: Class 2 contains 68799 members
Entering Unmasked Estep
Score: -18806682.000000 Penalty: 3838.969727
Iteration 67Q: 3 clusters Score -1.880668e+07 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66149 members
Mstep: Class 2 contains 68741 members
Entering Unmasked Estep
Score: -18806720.000000 Penalty: 3838.969727
Iteration 68Q: 3 clusters Score -1.880672e+07 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66227 members
Mstep: Class 2 contains 68663 members
Entering Unmasked Estep
Score: -18806672.000000 Penalty: 3838.969727
Iteration 69Q: 3 clusters Score -1.880667e+07 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66284 members
Mstep: Class 2 contains 68606 members
Entering Unmasked Estep
Score: -18806650.000000 Penalty: 3838.969727
Iteration 70Q: 3 clusters Score -1.880665e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66318 members
Mstep: Class 2 contains 68572 members
Entering Unmasked Estep
Score: -18806646.000000 Penalty: 3838.969727
Iteration 71Q: 3 clusters Score -1.880665e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66331 members
Mstep: Class 2 contains 68559 members
Entering Unmasked Estep
Score: -18806634.000000 Penalty: 3838.969727
Iteration 72Q: 3 clusters Score -1.880663e+07 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66364 members
Mstep: Class 2 contains 68526 members
Entering Unmasked Estep
Score: -18806608.000000 Penalty: 3838.969727
Iteration 73Q: 3 clusters Score -1.880661e+07 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66414 members
Mstep: Class 2 contains 68476 members
Entering Unmasked Estep
Score: -18806618.000000 Penalty: 3838.969727
Iteration 74Q: 3 clusters Score -1.880662e+07 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66472 members
Mstep: Class 2 contains 68418 members
Entering Unmasked Estep
Score: -18806618.000000 Penalty: 3838.969727
Iteration 75Q: 3 clusters Score -1.880662e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66530 members
Mstep: Class 2 contains 68360 members
Entering Unmasked Estep
Score: -18806634.000000 Penalty: 3838.969727
Iteration 76Q: 3 clusters Score -1.880663e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66583 members
Mstep: Class 2 contains 68307 members
Entering Unmasked Estep
Score: -18806680.000000 Penalty: 3838.969727
Iteration 77Q: 3 clusters Score -1.880668e+07 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66647 members
Mstep: Class 2 contains 68243 members
Entering Unmasked Estep
Score: -18806678.000000 Penalty: 3838.969727
Iteration 78Q: 3 clusters Score -1.880668e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66725 members
Mstep: Class 2 contains 68165 members
Entering Unmasked Estep
Score: -18806680.000000 Penalty: 3838.969727
Iteration 79Q: 3 clusters Score -1.880668e+07 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66779 members
Mstep: Class 2 contains 68111 members
Entering Unmasked Estep
Score: -18806644.000000 Penalty: 3838.969727
Iteration 80F: 3 clusters Score -1.880664e+07 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66803 members
Mstep: Class 2 contains 68087 members
Entering Unmasked Estep
Score: -18806626.000000 Penalty: 3838.969727
Iteration 81Q: 3 clusters Score -1.880663e+07 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66813 members
Mstep: Class 2 contains 68077 members
Entering Unmasked Estep
Score: -18806604.000000 Penalty: 3838.969727
Iteration 82Q: 3 clusters Score -1.88066e+07 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66815 members
Mstep: Class 2 contains 68075 members
Entering Unmasked Estep
Score: -18806624.000000 Penalty: 3838.969727
Iteration 83Q: 3 clusters Score -1.880662e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66824 members
Mstep: Class 2 contains 68066 members
Entering Unmasked Estep
Score: -18806606.000000 Penalty: 3838.969727
Iteration 84Q: 3 clusters Score -1.880661e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66834 members
Mstep: Class 2 contains 68056 members
Entering Unmasked Estep
Score: -18806628.000000 Penalty: 3838.969727
Iteration 85Q: 3 clusters Score -1.880663e+07 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66827 members
Mstep: Class 2 contains 68063 members
Entering Unmasked Estep
Score: -18806592.000000 Penalty: 3838.969727
Iteration 86Q: 3 clusters Score -1.880659e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66812 members
Mstep: Class 2 contains 68078 members
Entering Unmasked Estep
Score: -18806606.000000 Penalty: 3838.969727
Iteration 87Q: 3 clusters Score -1.880661e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66780 members
Mstep: Class 2 contains 68110 members
Entering Unmasked Estep
Score: -18806594.000000 Penalty: 3838.969727
Iteration 88Q: 3 clusters Score -1.880659e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66754 members
Mstep: Class 2 contains 68136 members
Entering Unmasked Estep
Score: -18806560.000000 Penalty: 3838.969727
Iteration 89Q: 3 clusters Score -1.880656e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66730 members
Mstep: Class 2 contains 68160 members
Entering Unmasked Estep
Score: -18806562.000000 Penalty: 3838.969727
Iteration 90Q: 3 clusters Score -1.880656e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66714 members
Mstep: Class 2 contains 68176 members
Entering Unmasked Estep
Score: -18806554.000000 Penalty: 3838.969727
Iteration 91Q: 3 clusters Score -1.880655e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66704 members
Mstep: Class 2 contains 68186 members
Entering Unmasked Estep
Score: -18806548.000000 Penalty: 3838.969727
Iteration 92Q: 3 clusters Score -1.880655e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66693 members
Mstep: Class 2 contains 68197 members
Entering Unmasked Estep
Score: -18806528.000000 Penalty: 3838.969727
Iteration 93Q: 3 clusters Score -1.880653e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66681 members
Mstep: Class 2 contains 68209 members
Entering Unmasked Estep
Score: -18806524.000000 Penalty: 3838.969727
Iteration 94Q: 3 clusters Score -1.880652e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66667 members
Mstep: Class 2 contains 68223 members
Entering Unmasked Estep
Score: -18806518.000000 Penalty: 3838.969727
Iteration 95Q: 3 clusters Score -1.880652e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66642 members
Mstep: Class 2 contains 68248 members
Entering Unmasked Estep
Score: -18806502.000000 Penalty: 3838.969727
Iteration 96Q: 3 clusters Score -1.88065e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66625 members
Mstep: Class 2 contains 68265 members
Entering Unmasked Estep
Score: -18806514.000000 Penalty: 3838.969727
Iteration 97Q: 3 clusters Score -1.880651e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66604 members
Mstep: Class 2 contains 68286 members
Entering Unmasked Estep
Score: -18806494.000000 Penalty: 3838.969727
Iteration 98Q: 3 clusters Score -1.880649e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66605 members
Mstep: Class 2 contains 68285 members
Entering Unmasked Estep
Score: -18806532.000000 Penalty: 3838.969727
Iteration 99Q: 3 clusters Score -1.880653e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66602 members
Mstep: Class 2 contains 68288 members
Entering Unmasked Estep
Score: -18806524.000000 Penalty: 3838.969727
Iteration 100F: 3 clusters Score -1.880652e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66605 members
Mstep: Class 2 contains 68285 members
Entering Unmasked Estep
Score: -18806528.000000 Penalty: 3838.969727
Iteration 101Q: 3 clusters Score -1.880653e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66603 members
Mstep: Class 2 contains 68287 members
Entering Unmasked Estep
Score: -18806518.000000 Penalty: 3838.969727
Iteration 102Q: 3 clusters Score -1.880652e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66589 members
Mstep: Class 2 contains 68301 members
Entering Unmasked Estep
Score: -18806514.000000 Penalty: 3838.969727
Iteration 103Q: 3 clusters Score -1.880651e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66586 members
Mstep: Class 2 contains 68304 members
Entering Unmasked Estep
Score: -18806522.000000 Penalty: 3838.969727
Iteration 104Q: 3 clusters Score -1.880652e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66580 members
Mstep: Class 2 contains 68310 members
Entering Unmasked Estep
Score: -18806522.000000 Penalty: 3838.969727
Iteration 105Q: 3 clusters Score -1.880652e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66577 members
Mstep: Class 2 contains 68313 members
Entering Unmasked Estep
Score: -18806554.000000 Penalty: 3838.969727
Iteration 106Q: 3 clusters Score -1.880655e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66573 members
Mstep: Class 2 contains 68317 members
Entering Unmasked Estep
Score: -18806550.000000 Penalty: 3838.969727
Iteration 107Q: 3 clusters Score -1.880655e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66576 members
Mstep: Class 2 contains 68314 members
Entering Unmasked Estep
Score: -18806540.000000 Penalty: 3838.969727
Iteration 108Q: 3 clusters Score -1.880654e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66585 members
Mstep: Class 2 contains 68305 members
Entering Unmasked Estep
Score: -18806526.000000 Penalty: 3838.969727
Iteration 109Q: 3 clusters Score -1.880653e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66580 members
Mstep: Class 2 contains 68310 members
Entering Unmasked Estep
Score: -18806516.000000 Penalty: 3838.969727
Iteration 110Q: 3 clusters Score -1.880652e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66580 members
Mstep: Class 2 contains 68310 members
Entering Unmasked Estep
Score: -18806508.000000 Penalty: 3838.969727
Iteration 111Q: 3 clusters Score -1.880651e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66575 members
Mstep: Class 2 contains 68315 members
Entering Unmasked Estep
Score: -18806506.000000 Penalty: 3838.969727
Iteration 112Q: 3 clusters Score -1.880651e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66568 members
Mstep: Class 2 contains 68322 members
Entering Unmasked Estep
Score: -18806486.000000 Penalty: 3838.969727
Iteration 113Q: 3 clusters Score -1.880649e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66564 members
Mstep: Class 2 contains 68326 members
Entering Unmasked Estep
Score: -18806472.000000 Penalty: 3838.969727
Iteration 114Q: 3 clusters Score -1.880647e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66562 members
Mstep: Class 2 contains 68328 members
Entering Unmasked Estep
Score: -18806462.000000 Penalty: 3838.969727
Iteration 115Q: 3 clusters Score -1.880646e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66561 members
Mstep: Class 2 contains 68329 members
Entering Unmasked Estep
Score: -18806476.000000 Penalty: 3838.969727
Iteration 116Q: 3 clusters Score -1.880648e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66562 members
Mstep: Class 2 contains 68328 members
Entering Unmasked Estep
Score: -18806476.000000 Penalty: 3838.969727
Iteration 117Q: 3 clusters Score -1.880648e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66563 members
Mstep: Class 2 contains 68327 members
Entering Unmasked Estep
Score: -18806478.000000 Penalty: 3838.969727
Iteration 118Q: 3 clusters Score -1.880648e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66563 members
Mstep: Class 2 contains 68327 members
Entering Unmasked Estep
Score: -18806480.000000 Penalty: 3838.969727
Iteration 119Q: 3 clusters Score -1.880648e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66563 members
Mstep: Class 2 contains 68327 members
Entering Unmasked Estep
Score: -18806482.000000 Penalty: 3838.969727
Iteration 120F: 3 clusters Score -1.880648e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66566 members
Mstep: Class 2 contains 68324 members
Entering Unmasked Estep
Score: -18806486.000000 Penalty: 3838.969727
Iteration 121Q: 3 clusters Score -1.880649e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66571 members
Mstep: Class 2 contains 68319 members
Entering Unmasked Estep
Score: -18806496.000000 Penalty: 3838.969727
Iteration 122Q: 3 clusters Score -1.88065e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66584 members
Mstep: Class 2 contains 68306 members
Entering Unmasked Estep
Score: -18806484.000000 Penalty: 3838.969727
Iteration 123Q: 3 clusters Score -1.880648e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66587 members
Mstep: Class 2 contains 68303 members
Entering Unmasked Estep
Score: -18806498.000000 Penalty: 3838.969727
Iteration 124Q: 3 clusters Score -1.88065e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66589 members
Mstep: Class 2 contains 68301 members
Entering Unmasked Estep
Score: -18806500.000000 Penalty: 3838.969727
Iteration 125Q: 3 clusters Score -1.88065e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66588 members
Mstep: Class 2 contains 68302 members
Entering Unmasked Estep
Score: -18806486.000000 Penalty: 3838.969727
Iteration 126Q: 3 clusters Score -1.880649e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66586 members
Mstep: Class 2 contains 68304 members
Entering Unmasked Estep
Score: -18806482.000000 Penalty: 3838.969727
Iteration 127Q: 3 clusters Score -1.880648e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66586 members
Mstep: Class 2 contains 68304 members
Entering Unmasked Estep
Score: -18806478.000000 Penalty: 3838.969727
Iteration 128Q: 3 clusters Score -1.880648e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66578 members
Mstep: Class 2 contains 68312 members
Entering Unmasked Estep
Score: -18806494.000000 Penalty: 3838.969727
Iteration 129Q: 3 clusters Score -1.880649e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66571 members
Mstep: Class 2 contains 68319 members
Entering Unmasked Estep
Score: -18806476.000000 Penalty: 3838.969727
Iteration 130Q: 3 clusters Score -1.880648e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66560 members
Mstep: Class 2 contains 68330 members
Entering Unmasked Estep
Score: -18806470.000000 Penalty: 3838.969727
Iteration 131Q: 3 clusters Score -1.880647e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66554 members
Mstep: Class 2 contains 68336 members
Entering Unmasked Estep
Score: -18806482.000000 Penalty: 3838.969727
Iteration 132Q: 3 clusters Score -1.880648e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66554 members
Mstep: Class 2 contains 68336 members
Entering Unmasked Estep
Score: -18806498.000000 Penalty: 3838.969727
Iteration 133Q: 3 clusters Score -1.88065e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66550 members
Mstep: Class 2 contains 68340 members
Entering Unmasked Estep
Score: -18806494.000000 Penalty: 3838.969727
Iteration 134Q: 3 clusters Score -1.880649e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66545 members
Mstep: Class 2 contains 68345 members
Entering Unmasked Estep
Score: -18806482.000000 Penalty: 3838.969727
Iteration 135Q: 3 clusters Score -1.880648e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66544 members
Mstep: Class 2 contains 68346 members
Entering Unmasked Estep
Score: -18806500.000000 Penalty: 3838.969727
Iteration 136Q: 3 clusters Score -1.88065e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66535 members
Mstep: Class 2 contains 68355 members
Entering Unmasked Estep
Score: -18806506.000000 Penalty: 3838.969727
Iteration 137Q: 3 clusters Score -1.880651e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66536 members
Mstep: Class 2 contains 68354 members
Entering Unmasked Estep
Score: -18806486.000000 Penalty: 3838.969727
Iteration 138Q: 3 clusters Score -1.880649e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66535 members
Mstep: Class 2 contains 68355 members
Entering Unmasked Estep
Score: -18806488.000000 Penalty: 3838.969727
Iteration 139Q: 3 clusters Score -1.880649e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66535 members
Mstep: Class 2 contains 68355 members
Entering Unmasked Estep
Score: -18806494.000000 Penalty: 3838.969727
Iteration 140F: 3 clusters Score -1.880649e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66537 members
Mstep: Class 2 contains 68353 members
Entering Unmasked Estep
Score: -18806494.000000 Penalty: 3838.969727
Iteration 141Q: 3 clusters Score -1.880649e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66537 members
Mstep: Class 2 contains 68353 members
Entering Unmasked Estep
Score: -18806492.000000 Penalty: 3838.969727
Iteration 142Q: 3 clusters Score -1.880649e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66535 members
Mstep: Class 2 contains 68355 members
Entering Unmasked Estep
Score: -18806498.000000 Penalty: 3838.969727
Iteration 143Q: 3 clusters Score -1.88065e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66534 members
Mstep: Class 2 contains 68356 members
Entering Unmasked Estep
Score: -18806490.000000 Penalty: 3838.969727
Iteration 144Q: 3 clusters Score -1.880649e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66533 members
Mstep: Class 2 contains 68357 members
Entering Unmasked Estep
Score: -18806492.000000 Penalty: 3838.969727
Iteration 145Q: 3 clusters Score -1.880649e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66531 members
Mstep: Class 2 contains 68359 members
Entering Unmasked Estep
Score: -18806500.000000 Penalty: 3838.969727
Iteration 146Q: 3 clusters Score -1.88065e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66531 members
Mstep: Class 2 contains 68359 members
Entering Unmasked Estep
Score: -18806500.000000 Penalty: 3838.969727
Iteration 147F: 3 clusters Score -1.88065e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 1293 members
Mstep: Class 1 contains 62408 members
Mstep: Class 2 contains 75562 members
Mstep: Class 3 contains 80422 members
Mstep: Class 4 contains 31441 members
Mstep: Class 5 contains 50433 members
Mstep: Class 6 contains 74567 members
Mstep: Class 7 contains 66531 members
Mstep: Class 8 contains 109923 members
Mstep: Class 9 contains 91597 members
Mstep: Class 10 contains 73614 members
Mstep: Class 11 contains 149490 members
Mstep: Class 12 contains 96601 members
Mstep: Class 13 contains 160638 members
Mstep: Class 14 contains 140135 members
Mstep: Class 15 contains 133228 members
Mstep: Class 16 contains 81935 members
Mstep: Class 17 contains 72970 members
Mstep: Class 18 contains 60820 members
Mstep: Class 19 contains 139399 members
Mstep: Class 20 contains 113692 members
Mstep: Class 21 contains 140224 members
Mstep: Class 22 contains 62932 members
Mstep: Class 23 contains 71489 members
Mstep: Class 24 contains 138167 members
Mstep: Class 25 contains 131325 members
Mstep: Class 26 contains 116596 members
Mstep: Class 27 contains 113573 members
Mstep: Class 28 contains 105932 members
Mstep: Class 29 contains 142110 members
Mstep: Class 30 contains 136968 members
Mstep: Class 31 contains 133933 members
Mstep: Class 32 contains 88902 members
Mstep: Class 33 contains 165400 members
Mstep: Class 34 contains 96370 members
Mstep: Class 35 contains 44525 members
Mstep: Class 36 contains 92600 members
Mstep: Class 37 contains 49982 members
Mstep: Class 38 contains 68383 members
Mstep: Class 39 contains 64490 members
Mstep: Class 40 contains 47410 members
Mstep: Class 41 contains 22488 members
Mstep: Class 42 contains 65581 members
Mstep: Class 43 contains 68359 members
Entering Unmasked Estep
Score: -545504576.000000 Penalty: 106282.515625
Splitting cluster 7 changes total score from -544993280.000000 to -545504576.000000
So it's getting split into cluster 43.
Entering ConstructFrom:
Trying to split cluster 8 (109923 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109923 members
Entering Unmasked Estep
Score: -15596397.000000 Penalty: 1886.224487
Iteration 0F: 2 clusters Score -1.55964e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54887 members
Mstep: Class 2 contains 55036 members
Entering Unmasked Estep
Score: -15569319.000000 Penalty: 3772.448975
Iteration 0F: 3 clusters Score -1.556932e+07 nChanged 52726
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53835 members
Mstep: Class 2 contains 56088 members
Entering Unmasked Estep
Score: -15600309.000000 Penalty: 3772.448975
Iteration 1F: 3 clusters Score -1.560031e+07 nChanged 4155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53000 members
Mstep: Class 2 contains 56923 members
Entering Unmasked Estep
Score: -15601297.000000 Penalty: 3772.448975
Iteration 2Q: 3 clusters Score -1.56013e+07 nChanged 4353
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51805 members
Mstep: Class 2 contains 58118 members
Entering Unmasked Estep
Score: -15602456.000000 Penalty: 3772.448975
Iteration 3Q: 3 clusters Score -1.560246e+07 nChanged 4970
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50199 members
Mstep: Class 2 contains 59724 members
Entering Unmasked Estep
Score: -15603803.000000 Penalty: 3772.448975
Iteration 4Q: 3 clusters Score -1.56038e+07 nChanged 5825
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48426 members
Mstep: Class 2 contains 61497 members
Entering Unmasked Estep
Score: -15605380.000000 Penalty: 3772.448975
Iteration 5F: 3 clusters Score -1.560538e+07 nChanged 6572
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46838 members
Mstep: Class 2 contains 63085 members
Entering Unmasked Estep
Score: -15607903.000000 Penalty: 3772.448975
Iteration 6F: 3 clusters Score -1.56079e+07 nChanged 7459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45897 members
Mstep: Class 2 contains 64026 members
Entering Unmasked Estep
Score: -15611960.000000 Penalty: 3772.448975
Iteration 7F: 3 clusters Score -1.561196e+07 nChanged 7634
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46075 members
Mstep: Class 2 contains 63848 members
Entering Unmasked Estep
Score: -15616806.000000 Penalty: 3772.448975
Iteration 8F: 3 clusters Score -1.561681e+07 nChanged 6335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47162 members
Mstep: Class 2 contains 62761 members
Entering Unmasked Estep
Score: -15619812.000000 Penalty: 3772.448975
Iteration 9F: 3 clusters Score -1.561981e+07 nChanged 4053
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48459 members
Mstep: Class 2 contains 61464 members
Entering Unmasked Estep
Score: -15621202.000000 Penalty: 3772.448975
Iteration 10Q: 3 clusters Score -1.56212e+07 nChanged 2430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49549 members
Mstep: Class 2 contains 60374 members
Entering Unmasked Estep
Score: -15621962.000000 Penalty: 3772.448975
Iteration 11Q: 3 clusters Score -1.562196e+07 nChanged 1836
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50455 members
Mstep: Class 2 contains 59468 members
Entering Unmasked Estep
Score: -15622535.000000 Penalty: 3772.448975
Iteration 12Q: 3 clusters Score -1.562254e+07 nChanged 1648
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51339 members
Mstep: Class 2 contains 58584 members
Entering Unmasked Estep
Score: -15622926.000000 Penalty: 3772.448975
Iteration 13Q: 3 clusters Score -1.562293e+07 nChanged 1600
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52215 members
Mstep: Class 2 contains 57708 members
Entering Unmasked Estep
Score: -15623405.000000 Penalty: 3772.448975
Iteration 14Q: 3 clusters Score -1.56234e+07 nChanged 1558
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53063 members
Mstep: Class 2 contains 56860 members
Entering Unmasked Estep
Score: -15623779.000000 Penalty: 3772.448975
Iteration 15Q: 3 clusters Score -1.562378e+07 nChanged 1551
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53862 members
Mstep: Class 2 contains 56061 members
Entering Unmasked Estep
Score: -15624126.000000 Penalty: 3772.448975
Iteration 16Q: 3 clusters Score -1.562413e+07 nChanged 1509
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54561 members
Mstep: Class 2 contains 55362 members
Entering Unmasked Estep
Score: -15624387.000000 Penalty: 3772.448975
Iteration 17Q: 3 clusters Score -1.562439e+07 nChanged 1422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55193 members
Mstep: Class 2 contains 54730 members
Entering Unmasked Estep
Score: -15624457.000000 Penalty: 3772.448975
Iteration 18Q: 3 clusters Score -1.562446e+07 nChanged 1450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55887 members
Mstep: Class 2 contains 54036 members
Entering Unmasked Estep
Score: -15624579.000000 Penalty: 3772.448975
Iteration 19Q: 3 clusters Score -1.562458e+07 nChanged 1552
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56859 members
Mstep: Class 2 contains 53064 members
Entering Unmasked Estep
Score: -15624798.000000 Penalty: 3772.448975
Iteration 20F: 3 clusters Score -1.56248e+07 nChanged 1786
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58193 members
Mstep: Class 2 contains 51730 members
Entering Unmasked Estep
Score: -15624769.000000 Penalty: 3772.448975
Iteration 21Q: 3 clusters Score -1.562477e+07 nChanged 2276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60049 members
Mstep: Class 2 contains 49874 members
Entering Unmasked Estep
Score: -15624333.000000 Penalty: 3772.448975
Iteration 22Q: 3 clusters Score -1.562433e+07 nChanged 2990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62571 members
Mstep: Class 2 contains 47352 members
Entering Unmasked Estep
Score: -15623373.000000 Penalty: 3772.448975
Iteration 23Q: 3 clusters Score -1.562337e+07 nChanged 3671
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65740 members
Mstep: Class 2 contains 44183 members
Entering Unmasked Estep
Score: -15621375.000000 Penalty: 3772.448975
Iteration 24Q: 3 clusters Score -1.562138e+07 nChanged 4092
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69088 members
Mstep: Class 2 contains 40835 members
Entering Unmasked Estep
Score: -15619110.000000 Penalty: 3772.448975
Iteration 25Q: 3 clusters Score -1.561911e+07 nChanged 4145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72135 members
Mstep: Class 2 contains 37788 members
Entering Unmasked Estep
Score: -15616853.000000 Penalty: 3772.448975
Iteration 26Q: 3 clusters Score -1.561685e+07 nChanged 3709
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74358 members
Mstep: Class 2 contains 35565 members
Entering Unmasked Estep
Score: -15614817.000000 Penalty: 3772.448975
Iteration 27Q: 3 clusters Score -1.561482e+07 nChanged 2878
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75552 members
Mstep: Class 2 contains 34371 members
Entering Unmasked Estep
Score: -15613623.000000 Penalty: 3772.448975
Iteration 28Q: 3 clusters Score -1.561362e+07 nChanged 2274
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75978 members
Mstep: Class 2 contains 33945 members
Entering Unmasked Estep
Score: -15613011.000000 Penalty: 3772.448975
Iteration 29Q: 3 clusters Score -1.561301e+07 nChanged 1873
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75825 members
Mstep: Class 2 contains 34098 members
Entering Unmasked Estep
Score: -15612818.000000 Penalty: 3772.448975
Iteration 30Q: 3 clusters Score -1.561282e+07 nChanged 1432
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75305 members
Mstep: Class 2 contains 34618 members
Entering Unmasked Estep
Score: -15612972.000000 Penalty: 3772.448975
Iteration 31Q: 3 clusters Score -1.561297e+07 nChanged 1327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74552 members
Mstep: Class 2 contains 35371 members
Entering Unmasked Estep
Score: -15613364.000000 Penalty: 3772.448975
Iteration 32Q: 3 clusters Score -1.561336e+07 nChanged 1294
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73604 members
Mstep: Class 2 contains 36319 members
Entering Unmasked Estep
Score: -15613930.000000 Penalty: 3772.448975
Iteration 33Q: 3 clusters Score -1.561393e+07 nChanged 1309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72483 members
Mstep: Class 2 contains 37440 members
Entering Unmasked Estep
Score: -15614560.000000 Penalty: 3772.448975
Iteration 34Q: 3 clusters Score -1.561456e+07 nChanged 1307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71284 members
Mstep: Class 2 contains 38639 members
Entering Unmasked Estep
Score: -15615424.000000 Penalty: 3772.448975
Iteration 35Q: 3 clusters Score -1.561542e+07 nChanged 1320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70020 members
Mstep: Class 2 contains 39903 members
Entering Unmasked Estep
Score: -15616191.000000 Penalty: 3772.448975
Iteration 36Q: 3 clusters Score -1.561619e+07 nChanged 1303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68749 members
Mstep: Class 2 contains 41174 members
Entering Unmasked Estep
Score: -15616975.000000 Penalty: 3772.448975
Iteration 37Q: 3 clusters Score -1.561698e+07 nChanged 1303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67468 members
Mstep: Class 2 contains 42455 members
Entering Unmasked Estep
Score: -15617764.000000 Penalty: 3772.448975
Iteration 38Q: 3 clusters Score -1.561776e+07 nChanged 1296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66182 members
Mstep: Class 2 contains 43741 members
Entering Unmasked Estep
Score: -15618461.000000 Penalty: 3772.448975
Iteration 39Q: 3 clusters Score -1.561846e+07 nChanged 1180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65012 members
Mstep: Class 2 contains 44911 members
Entering Unmasked Estep
Score: -15619524.000000 Penalty: 3772.448975
Iteration 40F: 3 clusters Score -1.561952e+07 nChanged 1416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63986 members
Mstep: Class 2 contains 45937 members
Entering Unmasked Estep
Score: -15619930.000000 Penalty: 3772.448975
Iteration 41Q: 3 clusters Score -1.561993e+07 nChanged 1256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62888 members
Mstep: Class 2 contains 47035 members
Entering Unmasked Estep
Score: -15620499.000000 Penalty: 3772.448975
Iteration 42Q: 3 clusters Score -1.56205e+07 nChanged 1228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61746 members
Mstep: Class 2 contains 48177 members
Entering Unmasked Estep
Score: -15621143.000000 Penalty: 3772.448975
Iteration 43Q: 3 clusters Score -1.562114e+07 nChanged 1243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60603 members
Mstep: Class 2 contains 49320 members
Entering Unmasked Estep
Score: -15621653.000000 Penalty: 3772.448975
Iteration 44Q: 3 clusters Score -1.562165e+07 nChanged 1210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59459 members
Mstep: Class 2 contains 50464 members
Entering Unmasked Estep
Score: -15622186.000000 Penalty: 3772.448975
Iteration 45Q: 3 clusters Score -1.562219e+07 nChanged 1155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58334 members
Mstep: Class 2 contains 51589 members
Entering Unmasked Estep
Score: -15622578.000000 Penalty: 3772.448975
Iteration 46Q: 3 clusters Score -1.562258e+07 nChanged 1239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57103 members
Mstep: Class 2 contains 52820 members
Entering Unmasked Estep
Score: -15622961.000000 Penalty: 3772.448975
Iteration 47Q: 3 clusters Score -1.562296e+07 nChanged 1403
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55704 members
Mstep: Class 2 contains 54219 members
Entering Unmasked Estep
Score: -15623048.000000 Penalty: 3772.448975
Iteration 48Q: 3 clusters Score -1.562305e+07 nChanged 1673
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54035 members
Mstep: Class 2 contains 55888 members
Entering Unmasked Estep
Score: -15623193.000000 Penalty: 3772.448975
Iteration 49Q: 3 clusters Score -1.562319e+07 nChanged 1894
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52171 members
Mstep: Class 2 contains 57752 members
Entering Unmasked Estep
Score: -15623300.000000 Penalty: 3772.448975
Iteration 50Q: 3 clusters Score -1.56233e+07 nChanged 2357
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49996 members
Mstep: Class 2 contains 59927 members
Entering Unmasked Estep
Score: -15623069.000000 Penalty: 3772.448975
Iteration 51Q: 3 clusters Score -1.562307e+07 nChanged 2783
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47739 members
Mstep: Class 2 contains 62184 members
Entering Unmasked Estep
Score: -15622400.000000 Penalty: 3772.448975
Iteration 52Q: 3 clusters Score -1.56224e+07 nChanged 3121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45550 members
Mstep: Class 2 contains 64373 members
Entering Unmasked Estep
Score: -15621490.000000 Penalty: 3772.448975
Iteration 53Q: 3 clusters Score -1.562149e+07 nChanged 3262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43806 members
Mstep: Class 2 contains 66117 members
Entering Unmasked Estep
Score: -15620886.000000 Penalty: 3772.448975
Iteration 54Q: 3 clusters Score -1.562089e+07 nChanged 3115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42765 members
Mstep: Class 2 contains 67158 members
Entering Unmasked Estep
Score: -15620368.000000 Penalty: 3772.448975
Iteration 55Q: 3 clusters Score -1.562037e+07 nChanged 2652
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42467 members
Mstep: Class 2 contains 67456 members
Entering Unmasked Estep
Score: -15620173.000000 Penalty: 3772.448975
Iteration 56Q: 3 clusters Score -1.562017e+07 nChanged 2190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42733 members
Mstep: Class 2 contains 67190 members
Entering Unmasked Estep
Score: -15620384.000000 Penalty: 3772.448975
Iteration 57Q: 3 clusters Score -1.562038e+07 nChanged 1978
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43391 members
Mstep: Class 2 contains 66532 members
Entering Unmasked Estep
Score: -15620772.000000 Penalty: 3772.448975
Iteration 58Q: 3 clusters Score -1.562077e+07 nChanged 1727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44338 members
Mstep: Class 2 contains 65585 members
Entering Unmasked Estep
Score: -15621243.000000 Penalty: 3772.448975
Iteration 59Q: 3 clusters Score -1.562124e+07 nChanged 1610
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45478 members
Mstep: Class 2 contains 64445 members
Entering Unmasked Estep
Score: -15622081.000000 Penalty: 3772.448975
Iteration 60F: 3 clusters Score -1.562208e+07 nChanged 1589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46525 members
Mstep: Class 2 contains 63398 members
Entering Unmasked Estep
Score: -15622684.000000 Penalty: 3772.448975
Iteration 61Q: 3 clusters Score -1.562268e+07 nChanged 1433
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47590 members
Mstep: Class 2 contains 62333 members
Entering Unmasked Estep
Score: -15623258.000000 Penalty: 3772.448975
Iteration 62Q: 3 clusters Score -1.562326e+07 nChanged 1317
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48683 members
Mstep: Class 2 contains 61240 members
Entering Unmasked Estep
Score: -15623845.000000 Penalty: 3772.448975
Iteration 63Q: 3 clusters Score -1.562384e+07 nChanged 1195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49692 members
Mstep: Class 2 contains 60231 members
Entering Unmasked Estep
Score: -15624268.000000 Penalty: 3772.448975
Iteration 64Q: 3 clusters Score -1.562427e+07 nChanged 1090
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50578 members
Mstep: Class 2 contains 59345 members
Entering Unmasked Estep
Score: -15624734.000000 Penalty: 3772.448975
Iteration 65Q: 3 clusters Score -1.562473e+07 nChanged 948
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51352 members
Mstep: Class 2 contains 58571 members
Entering Unmasked Estep
Score: -15625082.000000 Penalty: 3772.448975
Iteration 66Q: 3 clusters Score -1.562508e+07 nChanged 774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52008 members
Mstep: Class 2 contains 57915 members
Entering Unmasked Estep
Score: -15625332.000000 Penalty: 3772.448975
Iteration 67Q: 3 clusters Score -1.562533e+07 nChanged 663
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52599 members
Mstep: Class 2 contains 57324 members
Entering Unmasked Estep
Score: -15625401.000000 Penalty: 3772.448975
Iteration 68Q: 3 clusters Score -1.56254e+07 nChanged 614
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53141 members
Mstep: Class 2 contains 56782 members
Entering Unmasked Estep
Score: -15625572.000000 Penalty: 3772.448975
Iteration 69Q: 3 clusters Score -1.562557e+07 nChanged 537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53590 members
Mstep: Class 2 contains 56333 members
Entering Unmasked Estep
Score: -15625623.000000 Penalty: 3772.448975
Iteration 70Q: 3 clusters Score -1.562562e+07 nChanged 469
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53969 members
Mstep: Class 2 contains 55954 members
Entering Unmasked Estep
Score: -15625615.000000 Penalty: 3772.448975
Iteration 71Q: 3 clusters Score -1.562562e+07 nChanged 432
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54301 members
Mstep: Class 2 contains 55622 members
Entering Unmasked Estep
Score: -15625612.000000 Penalty: 3772.448975
Iteration 72Q: 3 clusters Score -1.562561e+07 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54602 members
Mstep: Class 2 contains 55321 members
Entering Unmasked Estep
Score: -15625593.000000 Penalty: 3772.448975
Iteration 73Q: 3 clusters Score -1.562559e+07 nChanged 375
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54851 members
Mstep: Class 2 contains 55072 members
Entering Unmasked Estep
Score: -15625574.000000 Penalty: 3772.448975
Iteration 74Q: 3 clusters Score -1.562557e+07 nChanged 382
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55095 members
Mstep: Class 2 contains 54828 members
Entering Unmasked Estep
Score: -15625606.000000 Penalty: 3772.448975
Iteration 75Q: 3 clusters Score -1.562561e+07 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55350 members
Mstep: Class 2 contains 54573 members
Entering Unmasked Estep
Score: -15625604.000000 Penalty: 3772.448975
Iteration 76Q: 3 clusters Score -1.56256e+07 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55642 members
Mstep: Class 2 contains 54281 members
Entering Unmasked Estep
Score: -15625620.000000 Penalty: 3772.448975
Iteration 77Q: 3 clusters Score -1.562562e+07 nChanged 477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55977 members
Mstep: Class 2 contains 53946 members
Entering Unmasked Estep
Score: -15625616.000000 Penalty: 3772.448975
Iteration 78Q: 3 clusters Score -1.562562e+07 nChanged 564
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56399 members
Mstep: Class 2 contains 53524 members
Entering Unmasked Estep
Score: -15625570.000000 Penalty: 3772.448975
Iteration 79Q: 3 clusters Score -1.562557e+07 nChanged 715
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56988 members
Mstep: Class 2 contains 52935 members
Entering Unmasked Estep
Score: -15625523.000000 Penalty: 3772.448975
Iteration 80F: 3 clusters Score -1.562552e+07 nChanged 914
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57756 members
Mstep: Class 2 contains 52167 members
Entering Unmasked Estep
Score: -15625516.000000 Penalty: 3772.448975
Iteration 81Q: 3 clusters Score -1.562552e+07 nChanged 1252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58856 members
Mstep: Class 2 contains 51067 members
Entering Unmasked Estep
Score: -15625226.000000 Penalty: 3772.448975
Iteration 82Q: 3 clusters Score -1.562523e+07 nChanged 1688
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60374 members
Mstep: Class 2 contains 49549 members
Entering Unmasked Estep
Score: -15624745.000000 Penalty: 3772.448975
Iteration 83Q: 3 clusters Score -1.562474e+07 nChanged 2051
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62197 members
Mstep: Class 2 contains 47726 members
Entering Unmasked Estep
Score: -15623910.000000 Penalty: 3772.448975
Iteration 84Q: 3 clusters Score -1.562391e+07 nChanged 2380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64231 members
Mstep: Class 2 contains 45692 members
Entering Unmasked Estep
Score: -15622599.000000 Penalty: 3772.448975
Iteration 85Q: 3 clusters Score -1.56226e+07 nChanged 2588
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66365 members
Mstep: Class 2 contains 43558 members
Entering Unmasked Estep
Score: -15621216.000000 Penalty: 3772.448975
Iteration 86Q: 3 clusters Score -1.562122e+07 nChanged 2707
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68394 members
Mstep: Class 2 contains 41529 members
Entering Unmasked Estep
Score: -15619689.000000 Penalty: 3772.448975
Iteration 87Q: 3 clusters Score -1.561969e+07 nChanged 2608
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70026 members
Mstep: Class 2 contains 39897 members
Entering Unmasked Estep
Score: -15618440.000000 Penalty: 3772.448975
Iteration 88Q: 3 clusters Score -1.561844e+07 nChanged 2394
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71152 members
Mstep: Class 2 contains 38771 members
Entering Unmasked Estep
Score: -15617369.000000 Penalty: 3772.448975
Iteration 89Q: 3 clusters Score -1.561737e+07 nChanged 2003
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71693 members
Mstep: Class 2 contains 38230 members
Entering Unmasked Estep
Score: -15616641.000000 Penalty: 3772.448975
Iteration 90Q: 3 clusters Score -1.561664e+07 nChanged 1649
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71846 members
Mstep: Class 2 contains 38077 members
Entering Unmasked Estep
Score: -15616238.000000 Penalty: 3772.448975
Iteration 91Q: 3 clusters Score -1.561624e+07 nChanged 1486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71738 members
Mstep: Class 2 contains 38185 members
Entering Unmasked Estep
Score: -15616101.000000 Penalty: 3772.448975
Iteration 92Q: 3 clusters Score -1.56161e+07 nChanged 1229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71387 members
Mstep: Class 2 contains 38536 members
Entering Unmasked Estep
Score: -15616112.000000 Penalty: 3772.448975
Iteration 93Q: 3 clusters Score -1.561611e+07 nChanged 1104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70831 members
Mstep: Class 2 contains 39092 members
Entering Unmasked Estep
Score: -15616331.000000 Penalty: 3772.448975
Iteration 94Q: 3 clusters Score -1.561633e+07 nChanged 1040
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70119 members
Mstep: Class 2 contains 39804 members
Entering Unmasked Estep
Score: -15616610.000000 Penalty: 3772.448975
Iteration 95Q: 3 clusters Score -1.561661e+07 nChanged 1003
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69366 members
Mstep: Class 2 contains 40557 members
Entering Unmasked Estep
Score: -15616834.000000 Penalty: 3772.448975
Iteration 96Q: 3 clusters Score -1.561683e+07 nChanged 1035
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68499 members
Mstep: Class 2 contains 41424 members
Entering Unmasked Estep
Score: -15617267.000000 Penalty: 3772.448975
Iteration 97Q: 3 clusters Score -1.561727e+07 nChanged 1003
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67558 members
Mstep: Class 2 contains 42365 members
Entering Unmasked Estep
Score: -15617735.000000 Penalty: 3772.448975
Iteration 98Q: 3 clusters Score -1.561774e+07 nChanged 1010
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66596 members
Mstep: Class 2 contains 43327 members
Entering Unmasked Estep
Score: -15618252.000000 Penalty: 3772.448975
Iteration 99Q: 3 clusters Score -1.561825e+07 nChanged 971
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65663 members
Mstep: Class 2 contains 44260 members
Entering Unmasked Estep
Score: -15618793.000000 Penalty: 3772.448975
Iteration 100F: 3 clusters Score -1.561879e+07 nChanged 1053
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64744 members
Mstep: Class 2 contains 45179 members
Entering Unmasked Estep
Score: -15619226.000000 Penalty: 3772.448975
Iteration 101Q: 3 clusters Score -1.561923e+07 nChanged 1064
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63740 members
Mstep: Class 2 contains 46183 members
Entering Unmasked Estep
Score: -15619736.000000 Penalty: 3772.448975
Iteration 102Q: 3 clusters Score -1.561974e+07 nChanged 1068
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62734 members
Mstep: Class 2 contains 47189 members
Entering Unmasked Estep
Score: -15620311.000000 Penalty: 3772.448975
Iteration 103Q: 3 clusters Score -1.562031e+07 nChanged 1099
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61695 members
Mstep: Class 2 contains 48228 members
Entering Unmasked Estep
Score: -15620694.000000 Penalty: 3772.448975
Iteration 104Q: 3 clusters Score -1.562069e+07 nChanged 1125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60616 members
Mstep: Class 2 contains 49307 members
Entering Unmasked Estep
Score: -15621199.000000 Penalty: 3772.448975
Iteration 105Q: 3 clusters Score -1.56212e+07 nChanged 1114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59536 members
Mstep: Class 2 contains 50387 members
Entering Unmasked Estep
Score: -15621651.000000 Penalty: 3772.448975
Iteration 106Q: 3 clusters Score -1.562165e+07 nChanged 1146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58416 members
Mstep: Class 2 contains 51507 members
Entering Unmasked Estep
Score: -15622146.000000 Penalty: 3772.448975
Iteration 107Q: 3 clusters Score -1.562215e+07 nChanged 1257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57175 members
Mstep: Class 2 contains 52748 members
Entering Unmasked Estep
Score: -15622526.000000 Penalty: 3772.448975
Iteration 108Q: 3 clusters Score -1.562253e+07 nChanged 1404
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55773 members
Mstep: Class 2 contains 54150 members
Entering Unmasked Estep
Score: -15622793.000000 Penalty: 3772.448975
Iteration 109Q: 3 clusters Score -1.562279e+07 nChanged 1647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54148 members
Mstep: Class 2 contains 55775 members
Entering Unmasked Estep
Score: -15622944.000000 Penalty: 3772.448975
Iteration 110Q: 3 clusters Score -1.562294e+07 nChanged 1905
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52295 members
Mstep: Class 2 contains 57628 members
Entering Unmasked Estep
Score: -15623178.000000 Penalty: 3772.448975
Iteration 111Q: 3 clusters Score -1.562318e+07 nChanged 2372
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50095 members
Mstep: Class 2 contains 59828 members
Entering Unmasked Estep
Score: -15623074.000000 Penalty: 3772.448975
Iteration 112Q: 3 clusters Score -1.562307e+07 nChanged 2975
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47712 members
Mstep: Class 2 contains 62211 members
Entering Unmasked Estep
Score: -15622409.000000 Penalty: 3772.448975
Iteration 113Q: 3 clusters Score -1.562241e+07 nChanged 3350
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45336 members
Mstep: Class 2 contains 64587 members
Entering Unmasked Estep
Score: -15621450.000000 Penalty: 3772.448975
Iteration 114Q: 3 clusters Score -1.562145e+07 nChanged 3411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43305 members
Mstep: Class 2 contains 66618 members
Entering Unmasked Estep
Score: -15620562.000000 Penalty: 3772.448975
Iteration 115Q: 3 clusters Score -1.562056e+07 nChanged 3164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42065 members
Mstep: Class 2 contains 67858 members
Entering Unmasked Estep
Score: -15619877.000000 Penalty: 3772.448975
Iteration 116Q: 3 clusters Score -1.561988e+07 nChanged 2607
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41754 members
Mstep: Class 2 contains 68169 members
Entering Unmasked Estep
Score: -15619514.000000 Penalty: 3772.448975
Iteration 117Q: 3 clusters Score -1.561951e+07 nChanged 2160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41990 members
Mstep: Class 2 contains 67933 members
Entering Unmasked Estep
Score: -15619571.000000 Penalty: 3772.448975
Iteration 118Q: 3 clusters Score -1.561957e+07 nChanged 1910
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42728 members
Mstep: Class 2 contains 67195 members
Entering Unmasked Estep
Score: -15619884.000000 Penalty: 3772.448975
Iteration 119Q: 3 clusters Score -1.561988e+07 nChanged 1691
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43657 members
Mstep: Class 2 contains 66266 members
Entering Unmasked Estep
Score: -15620677.000000 Penalty: 3772.448975
Iteration 120F: 3 clusters Score -1.562068e+07 nChanged 1770
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44507 members
Mstep: Class 2 contains 65416 members
Entering Unmasked Estep
Score: -15621149.000000 Penalty: 3772.448975
Iteration 121Q: 3 clusters Score -1.562115e+07 nChanged 1640
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45563 members
Mstep: Class 2 contains 64360 members
Entering Unmasked Estep
Score: -15621788.000000 Penalty: 3772.448975
Iteration 122Q: 3 clusters Score -1.562179e+07 nChanged 1405
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46660 members
Mstep: Class 2 contains 63263 members
Entering Unmasked Estep
Score: -15622415.000000 Penalty: 3772.448975
Iteration 123Q: 3 clusters Score -1.562242e+07 nChanged 1301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47749 members
Mstep: Class 2 contains 62174 members
Entering Unmasked Estep
Score: -15622985.000000 Penalty: 3772.448975
Iteration 124Q: 3 clusters Score -1.562298e+07 nChanged 1170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48805 members
Mstep: Class 2 contains 61118 members
Entering Unmasked Estep
Score: -15623634.000000 Penalty: 3772.448975
Iteration 125Q: 3 clusters Score -1.562363e+07 nChanged 1045
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49756 members
Mstep: Class 2 contains 60167 members
Entering Unmasked Estep
Score: -15624109.000000 Penalty: 3772.448975
Iteration 126Q: 3 clusters Score -1.562411e+07 nChanged 952
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50646 members
Mstep: Class 2 contains 59277 members
Entering Unmasked Estep
Score: -15624519.000000 Penalty: 3772.448975
Iteration 127Q: 3 clusters Score -1.562452e+07 nChanged 857
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51451 members
Mstep: Class 2 contains 58472 members
Entering Unmasked Estep
Score: -15624858.000000 Penalty: 3772.448975
Iteration 128Q: 3 clusters Score -1.562486e+07 nChanged 745
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52150 members
Mstep: Class 2 contains 57773 members
Entering Unmasked Estep
Score: -15625091.000000 Penalty: 3772.448975
Iteration 129Q: 3 clusters Score -1.562509e+07 nChanged 632
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52738 members
Mstep: Class 2 contains 57185 members
Entering Unmasked Estep
Score: -15625242.000000 Penalty: 3772.448975
Iteration 130Q: 3 clusters Score -1.562524e+07 nChanged 547
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53237 members
Mstep: Class 2 contains 56686 members
Entering Unmasked Estep
Score: -15625314.000000 Penalty: 3772.448975
Iteration 131Q: 3 clusters Score -1.562531e+07 nChanged 498
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53681 members
Mstep: Class 2 contains 56242 members
Entering Unmasked Estep
Score: -15625387.000000 Penalty: 3772.448975
Iteration 132Q: 3 clusters Score -1.562539e+07 nChanged 424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54045 members
Mstep: Class 2 contains 55878 members
Entering Unmasked Estep
Score: -15625486.000000 Penalty: 3772.448975
Iteration 133Q: 3 clusters Score -1.562549e+07 nChanged 429
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54406 members
Mstep: Class 2 contains 55517 members
Entering Unmasked Estep
Score: -15625524.000000 Penalty: 3772.448975
Iteration 134Q: 3 clusters Score -1.562552e+07 nChanged 417
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54737 members
Mstep: Class 2 contains 55186 members
Entering Unmasked Estep
Score: -15625530.000000 Penalty: 3772.448975
Iteration 135Q: 3 clusters Score -1.562553e+07 nChanged 373
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55000 members
Mstep: Class 2 contains 54923 members
Entering Unmasked Estep
Score: -15625483.000000 Penalty: 3772.448975
Iteration 136Q: 3 clusters Score -1.562548e+07 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55253 members
Mstep: Class 2 contains 54670 members
Entering Unmasked Estep
Score: -15625514.000000 Penalty: 3772.448975
Iteration 137Q: 3 clusters Score -1.562551e+07 nChanged 411
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55546 members
Mstep: Class 2 contains 54377 members
Entering Unmasked Estep
Score: -15625484.000000 Penalty: 3772.448975
Iteration 138Q: 3 clusters Score -1.562548e+07 nChanged 460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55876 members
Mstep: Class 2 contains 54047 members
Entering Unmasked Estep
Score: -15625493.000000 Penalty: 3772.448975
Iteration 139Q: 3 clusters Score -1.562549e+07 nChanged 559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56307 members
Mstep: Class 2 contains 53616 members
Entering Unmasked Estep
Score: -15625477.000000 Penalty: 3772.448975
Iteration 140F: 3 clusters Score -1.562548e+07 nChanged 690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56891 members
Mstep: Class 2 contains 53032 members
Entering Unmasked Estep
Score: -15625441.000000 Penalty: 3772.448975
Iteration 141Q: 3 clusters Score -1.562544e+07 nChanged 880
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57683 members
Mstep: Class 2 contains 52240 members
Entering Unmasked Estep
Score: -15625416.000000 Penalty: 3772.448975
Iteration 142Q: 3 clusters Score -1.562542e+07 nChanged 1182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58755 members
Mstep: Class 2 contains 51168 members
Entering Unmasked Estep
Score: -15625188.000000 Penalty: 3772.448975
Iteration 143Q: 3 clusters Score -1.562519e+07 nChanged 1618
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60265 members
Mstep: Class 2 contains 49658 members
Entering Unmasked Estep
Score: -15624810.000000 Penalty: 3772.448975
Iteration 144Q: 3 clusters Score -1.562481e+07 nChanged 2061
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62132 members
Mstep: Class 2 contains 47791 members
Entering Unmasked Estep
Score: -15623976.000000 Penalty: 3772.448975
Iteration 145Q: 3 clusters Score -1.562398e+07 nChanged 2355
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64221 members
Mstep: Class 2 contains 45702 members
Entering Unmasked Estep
Score: -15622652.000000 Penalty: 3772.448975
Iteration 146Q: 3 clusters Score -1.562265e+07 nChanged 2664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66427 members
Mstep: Class 2 contains 43496 members
Entering Unmasked Estep
Score: -15621330.000000 Penalty: 3772.448975
Iteration 147Q: 3 clusters Score -1.562133e+07 nChanged 2737
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68506 members
Mstep: Class 2 contains 41417 members
Entering Unmasked Estep
Score: -15619783.000000 Penalty: 3772.448975
Iteration 148Q: 3 clusters Score -1.561978e+07 nChanged 2619
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70173 members
Mstep: Class 2 contains 39750 members
Entering Unmasked Estep
Score: -15618422.000000 Penalty: 3772.448975
Iteration 149Q: 3 clusters Score -1.561842e+07 nChanged 2402
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71381 members
Mstep: Class 2 contains 38542 members
Entering Unmasked Estep
Score: -15617259.000000 Penalty: 3772.448975
Iteration 150Q: 3 clusters Score -1.561726e+07 nChanged 1942
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72009 members
Mstep: Class 2 contains 37914 members
Entering Unmasked Estep
Score: -15616501.000000 Penalty: 3772.448975
Iteration 151Q: 3 clusters Score -1.56165e+07 nChanged 1593
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72208 members
Mstep: Class 2 contains 37715 members
Entering Unmasked Estep
Score: -15616081.000000 Penalty: 3772.448975
Iteration 152Q: 3 clusters Score -1.561608e+07 nChanged 1400
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72142 members
Mstep: Class 2 contains 37781 members
Entering Unmasked Estep
Score: -15615955.000000 Penalty: 3772.448975
Iteration 153Q: 3 clusters Score -1.561596e+07 nChanged 1240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71838 members
Mstep: Class 2 contains 38085 members
Entering Unmasked Estep
Score: -15615950.000000 Penalty: 3772.448975
Iteration 154Q: 3 clusters Score -1.561595e+07 nChanged 1059
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71307 members
Mstep: Class 2 contains 38616 members
Entering Unmasked Estep
Score: -15616148.000000 Penalty: 3772.448975
Iteration 155Q: 3 clusters Score -1.561615e+07 nChanged 1040
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70613 members
Mstep: Class 2 contains 39310 members
Entering Unmasked Estep
Score: -15616416.000000 Penalty: 3772.448975
Iteration 156Q: 3 clusters Score -1.561642e+07 nChanged 1040
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69793 members
Mstep: Class 2 contains 40130 members
Entering Unmasked Estep
Score: -15616729.000000 Penalty: 3772.448975
Iteration 157Q: 3 clusters Score -1.561673e+07 nChanged 994
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68933 members
Mstep: Class 2 contains 40990 members
Entering Unmasked Estep
Score: -15617129.000000 Penalty: 3772.448975
Iteration 158Q: 3 clusters Score -1.561713e+07 nChanged 1020
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67973 members
Mstep: Class 2 contains 41950 members
Entering Unmasked Estep
Score: -15617655.000000 Penalty: 3772.448975
Iteration 159Q: 3 clusters Score -1.561766e+07 nChanged 1008
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67003 members
Mstep: Class 2 contains 42920 members
Entering Unmasked Estep
Score: -15618255.000000 Penalty: 3772.448975
Iteration 160F: 3 clusters Score -1.561826e+07 nChanged 1096
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66079 members
Mstep: Class 2 contains 43844 members
Entering Unmasked Estep
Score: -15618722.000000 Penalty: 3772.448975
Iteration 161Q: 3 clusters Score -1.561872e+07 nChanged 1023
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65158 members
Mstep: Class 2 contains 44765 members
Entering Unmasked Estep
Score: -15619198.000000 Penalty: 3772.448975
Iteration 162Q: 3 clusters Score -1.56192e+07 nChanged 1020
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64206 members
Mstep: Class 2 contains 45717 members
Entering Unmasked Estep
Score: -15619666.000000 Penalty: 3772.448975
Iteration 163Q: 3 clusters Score -1.561967e+07 nChanged 1077
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63211 members
Mstep: Class 2 contains 46712 members
Entering Unmasked Estep
Score: -15620188.000000 Penalty: 3772.448975
Iteration 164Q: 3 clusters Score -1.562019e+07 nChanged 1148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62127 members
Mstep: Class 2 contains 47796 members
Entering Unmasked Estep
Score: -15620664.000000 Penalty: 3772.448975
Iteration 165Q: 3 clusters Score -1.562066e+07 nChanged 1138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61049 members
Mstep: Class 2 contains 48874 members
Entering Unmasked Estep
Score: -15621045.000000 Penalty: 3772.448975
Iteration 166Q: 3 clusters Score -1.562104e+07 nChanged 1123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59982 members
Mstep: Class 2 contains 49941 members
Entering Unmasked Estep
Score: -15621507.000000 Penalty: 3772.448975
Iteration 167Q: 3 clusters Score -1.562151e+07 nChanged 1096
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58922 members
Mstep: Class 2 contains 51001 members
Entering Unmasked Estep
Score: -15621993.000000 Penalty: 3772.448975
Iteration 168Q: 3 clusters Score -1.562199e+07 nChanged 1215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57721 members
Mstep: Class 2 contains 52202 members
Entering Unmasked Estep
Score: -15622535.000000 Penalty: 3772.448975
Iteration 169Q: 3 clusters Score -1.562254e+07 nChanged 1391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56336 members
Mstep: Class 2 contains 53587 members
Entering Unmasked Estep
Score: -15622962.000000 Penalty: 3772.448975
Iteration 170Q: 3 clusters Score -1.562296e+07 nChanged 1515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54829 members
Mstep: Class 2 contains 55094 members
Entering Unmasked Estep
Score: -15623166.000000 Penalty: 3772.448975
Iteration 171Q: 3 clusters Score -1.562317e+07 nChanged 1997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52862 members
Mstep: Class 2 contains 57061 members
Entering Unmasked Estep
Score: -15623336.000000 Penalty: 3772.448975
Iteration 172Q: 3 clusters Score -1.562334e+07 nChanged 2313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50687 members
Mstep: Class 2 contains 59236 members
Entering Unmasked Estep
Score: -15623216.000000 Penalty: 3772.448975
Iteration 173Q: 3 clusters Score -1.562322e+07 nChanged 2901
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48248 members
Mstep: Class 2 contains 61675 members
Entering Unmasked Estep
Score: -15622720.000000 Penalty: 3772.448975
Iteration 174Q: 3 clusters Score -1.562272e+07 nChanged 3330
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45806 members
Mstep: Class 2 contains 64117 members
Entering Unmasked Estep
Score: -15621816.000000 Penalty: 3772.448975
Iteration 175Q: 3 clusters Score -1.562182e+07 nChanged 3393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43773 members
Mstep: Class 2 contains 66150 members
Entering Unmasked Estep
Score: -15620832.000000 Penalty: 3772.448975
Iteration 176Q: 3 clusters Score -1.562083e+07 nChanged 3123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42412 members
Mstep: Class 2 contains 67511 members
Entering Unmasked Estep
Score: -15620014.000000 Penalty: 3772.448975
Iteration 177Q: 3 clusters Score -1.562001e+07 nChanged 2652
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41824 members
Mstep: Class 2 contains 68099 members
Entering Unmasked Estep
Score: -15619391.000000 Penalty: 3772.448975
Iteration 178Q: 3 clusters Score -1.561939e+07 nChanged 2195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41891 members
Mstep: Class 2 contains 68032 members
Entering Unmasked Estep
Score: -15619368.000000 Penalty: 3772.448975
Iteration 179Q: 3 clusters Score -1.561937e+07 nChanged 1832
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42425 members
Mstep: Class 2 contains 67498 members
Entering Unmasked Estep
Score: -15619768.000000 Penalty: 3772.448975
Iteration 180F: 3 clusters Score -1.561977e+07 nChanged 1893
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43016 members
Mstep: Class 2 contains 66907 members
Entering Unmasked Estep
Score: -15619907.000000 Penalty: 3772.448975
Iteration 181Q: 3 clusters Score -1.561991e+07 nChanged 1790
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43866 members
Mstep: Class 2 contains 66057 members
Entering Unmasked Estep
Score: -15620340.000000 Penalty: 3772.448975
Iteration 182Q: 3 clusters Score -1.562034e+07 nChanged 1581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44881 members
Mstep: Class 2 contains 65042 members
Entering Unmasked Estep
Score: -15620891.000000 Penalty: 3772.448975
Iteration 183Q: 3 clusters Score -1.562089e+07 nChanged 1417
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45926 members
Mstep: Class 2 contains 63997 members
Entering Unmasked Estep
Score: -15621540.000000 Penalty: 3772.448975
Iteration 184Q: 3 clusters Score -1.562154e+07 nChanged 1306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46990 members
Mstep: Class 2 contains 62933 members
Entering Unmasked Estep
Score: -15622183.000000 Penalty: 3772.448975
Iteration 185Q: 3 clusters Score -1.562218e+07 nChanged 1222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48048 members
Mstep: Class 2 contains 61875 members
Entering Unmasked Estep
Score: -15622848.000000 Penalty: 3772.448975
Iteration 186Q: 3 clusters Score -1.562285e+07 nChanged 1150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49054 members
Mstep: Class 2 contains 60869 members
Entering Unmasked Estep
Score: -15623467.000000 Penalty: 3772.448975
Iteration 187Q: 3 clusters Score -1.562347e+07 nChanged 1082
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50002 members
Mstep: Class 2 contains 59921 members
Entering Unmasked Estep
Score: -15623956.000000 Penalty: 3772.448975
Iteration 188Q: 3 clusters Score -1.562396e+07 nChanged 965
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50855 members
Mstep: Class 2 contains 59068 members
Entering Unmasked Estep
Score: -15624305.000000 Penalty: 3772.448975
Iteration 189Q: 3 clusters Score -1.56243e+07 nChanged 835
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51626 members
Mstep: Class 2 contains 58297 members
Ente