FileBase /isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo 3
MinClusters 20
MaxClusters 25
MaxPossibleClusters 200
nStarts 1
RandomSeed 1
Debug 0
Verbose 1
UseFeatures 11111111111111111111111111111100000
DistDump 0
DistThresh 6.907755
FullStepEvery 20
ChangedThresh 0.050000
Log 1
Screen 1
MaxIter 500
StartCluFile
SplitEvery 40
PenaltyK 0.000000
PenaltyKLogN 1.000000
Subset 3
PriorPoint 1
SaveSorted 0
UseMaskedEStep 0
UseMaskedMStep 0
UseClusterPenalty 0
SaveCovarianceMeans 0
UseMaskedInitialConditions 0
AssignToFirstClosestMask 0
UseDistributional 0
UseDistributionalEStep 1
UseFloatMasks 0
help 0
help 0
Loaded 3949715 data points of dimension 30.
Starting from 20 clusters...
Entering ConstructFrom:
--- Running on subset of 1316571 points ---
Entering CEM
Assigned 20 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69445 members
Mstep: Class 2 contains 69058 members
Mstep: Class 3 contains 69439 members
Mstep: Class 4 contains 68987 members
Mstep: Class 5 contains 69634 members
Mstep: Class 6 contains 69129 members
Mstep: Class 7 contains 69613 members
Mstep: Class 8 contains 68964 members
Mstep: Class 9 contains 69256 members
Mstep: Class 10 contains 69154 members
Mstep: Class 11 contains 69309 members
Mstep: Class 12 contains 69199 members
Mstep: Class 13 contains 69487 members
Mstep: Class 14 contains 69074 members
Mstep: Class 15 contains 69083 members
Mstep: Class 16 contains 69981 members
Mstep: Class 17 contains 69244 members
Mstep: Class 18 contains 69382 members
Mstep: Class 19 contains 69133 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 15. Lose 102.831772 but Gain 3494.449219
Score: -160501824.000000 Penalty: 62900.175781
Iteration 0F: 19 clusters Score -1.605018e+08 nChanged 1243664
Entering Unmasked Mstep
Mstep: Class 0 contains 2762 members
Mstep: Class 1 contains 12302 members
Mstep: Class 2 contains 92767 members
Mstep: Class 3 contains 190355 members
Mstep: Class 4 contains 92008 members
Mstep: Class 5 contains 9695 members
Mstep: Class 6 contains 38922 members
Mstep: Class 7 contains 103841 members
Mstep: Class 8 contains 52748 members
Mstep: Class 9 contains 34136 members
Mstep: Class 10 contains 81815 members
Mstep: Class 11 contains 9696 members
Mstep: Class 12 contains 342635 members
Mstep: Class 13 contains 8328 members
Mstep: Class 14 contains 103663 members
Mstep: Class 16 contains 24813 members
Mstep: Class 17 contains 19788 members
Mstep: Class 18 contains 56186 members
Mstep: Class 19 contains 40111 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 5. Lose 3084.698975 but Gain 3494.457031
Score: -164778544.000000 Penalty: 59405.718750
Iteration 1F: 18 clusters Score -1.647785e+08 nChanged 460378
Entering Unmasked Mstep
Mstep: Class 0 contains 2667 members
Mstep: Class 1 contains 8107 members
Mstep: Class 2 contains 98969 members
Mstep: Class 3 contains 268611 members
Mstep: Class 4 contains 83494 members
Mstep: Class 6 contains 26489 members
Mstep: Class 7 contains 89162 members
Mstep: Class 8 contains 38186 members
Mstep: Class 9 contains 34900 members
Mstep: Class 10 contains 49902 members
Mstep: Class 11 contains 6229 members
Mstep: Class 12 contains 372644 members
Mstep: Class 13 contains 9195 members
Mstep: Class 14 contains 104359 members
Mstep: Class 16 contains 24368 members
Mstep: Class 17 contains 13001 members
Mstep: Class 18 contains 53786 members
Mstep: Class 19 contains 32502 members
Entering Unmasked Estep
ConsiderDeletion
Score: -165110480.000000 Penalty: 59405.718750
Iteration 2F: 18 clusters Score -1.651105e+08 nChanged 309081
Entering Unmasked Mstep
Mstep: Class 0 contains 2626 members
Mstep: Class 1 contains 8101 members
Mstep: Class 2 contains 112552 members
Mstep: Class 3 contains 316437 members
Mstep: Class 4 contains 109846 members
Mstep: Class 6 contains 22347 members
Mstep: Class 7 contains 91197 members
Mstep: Class 8 contains 29598 members
Mstep: Class 9 contains 36802 members
Mstep: Class 10 contains 32303 members
Mstep: Class 11 contains 5536 members
Mstep: Class 12 contains 298708 members
Mstep: Class 13 contains 13811 members
Mstep: Class 14 contains 123467 members
Mstep: Class 16 contains 20424 members
Mstep: Class 17 contains 11591 members
Mstep: Class 18 contains 52323 members
Mstep: Class 19 contains 28902 members
Entering Unmasked Estep
ConsiderDeletion
Score: -165348560.000000 Penalty: 59405.718750
Iteration 3F: 18 clusters Score -1.653486e+08 nChanged 259094
Entering Unmasked Mstep
Mstep: Class 0 contains 2508 members
Mstep: Class 1 contains 8188 members
Mstep: Class 2 contains 132274 members
Mstep: Class 3 contains 266066 members
Mstep: Class 4 contains 146672 members
Mstep: Class 6 contains 17348 members
Mstep: Class 7 contains 91460 members
Mstep: Class 8 contains 21974 members
Mstep: Class 9 contains 38219 members
Mstep: Class 10 contains 18262 members
Mstep: Class 11 contains 5532 members
Mstep: Class 12 contains 297410 members
Mstep: Class 13 contains 18692 members
Mstep: Class 14 contains 148793 members
Mstep: Class 16 contains 16446 members
Mstep: Class 17 contains 12990 members
Mstep: Class 18 contains 47027 members
Mstep: Class 19 contains 26710 members
Entering Unmasked Estep
ConsiderDeletion
Score: -165510528.000000 Penalty: 59405.718750
Iteration 4F: 18 clusters Score -1.655105e+08 nChanged 209238
Entering Unmasked Mstep
Mstep: Class 0 contains 2501 members
Mstep: Class 1 contains 7329 members
Mstep: Class 2 contains 159141 members
Mstep: Class 3 contains 229434 members
Mstep: Class 4 contains 183386 members
Mstep: Class 6 contains 11915 members
Mstep: Class 7 contains 90821 members
Mstep: Class 8 contains 15671 members
Mstep: Class 9 contains 38232 members
Mstep: Class 10 contains 9516 members
Mstep: Class 11 contains 5399 members
Mstep: Class 12 contains 266589 members
Mstep: Class 13 contains 22184 members
Mstep: Class 14 contains 178705 members
Mstep: Class 16 contains 13973 members
Mstep: Class 17 contains 16367 members
Mstep: Class 18 contains 39353 members
Mstep: Class 19 contains 26055 members
Entering Unmasked Estep
ConsiderDeletion
Score: -165664128.000000 Penalty: 59405.718750
Iteration 5F: 18 clusters Score -1.656641e+08 nChanged 181837
Entering Unmasked Mstep
Mstep: Class 0 contains 2494 members
Mstep: Class 1 contains 5884 members
Mstep: Class 2 contains 187277 members
Mstep: Class 3 contains 206904 members
Mstep: Class 4 contains 213110 members
Mstep: Class 6 contains 7462 members
Mstep: Class 7 contains 89404 members
Mstep: Class 8 contains 10611 members
Mstep: Class 9 contains 36169 members
Mstep: Class 10 contains 4730 members
Mstep: Class 11 contains 5384 members
Mstep: Class 12 contains 227593 members
Mstep: Class 13 contains 23812 members
Mstep: Class 14 contains 207194 members
Mstep: Class 16 contains 12464 members
Mstep: Class 17 contains 19598 members
Mstep: Class 18 contains 30576 members
Mstep: Class 19 contains 25905 members
Entering Unmasked Estep
ConsiderDeletion
Score: -165788416.000000 Penalty: 59405.718750
Iteration 6F: 18 clusters Score -1.657884e+08 nChanged 170300
Entering Unmasked Mstep
Mstep: Class 0 contains 2431 members
Mstep: Class 1 contains 4553 members
Mstep: Class 2 contains 218459 members
Mstep: Class 3 contains 187837 members
Mstep: Class 4 contains 236258 members
Mstep: Class 6 contains 4535 members
Mstep: Class 7 contains 87517 members
Mstep: Class 8 contains 7195 members
Mstep: Class 9 contains 33860 members
Mstep: Class 10 contains 2626 members
Mstep: Class 11 contains 5378 members
Mstep: Class 12 contains 187394 members
Mstep: Class 13 contains 24234 members
Mstep: Class 14 contains 232023 members
Mstep: Class 16 contains 11548 members
Mstep: Class 17 contains 21751 members
Mstep: Class 18 contains 22877 members
Mstep: Class 19 contains 26095 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 6. Lose 2729.123291 but Gain 3494.453125
Score: -165887584.000000 Penalty: 55911.265625
Iteration 7F: 17 clusters Score -1.658876e+08 nChanged 153876
Entering Unmasked Mstep
Mstep: Class 0 contains 2214 members
Mstep: Class 1 contains 3511 members
Mstep: Class 2 contains 232433 members
Mstep: Class 3 contains 177138 members
Mstep: Class 4 contains 254621 members
Mstep: Class 7 contains 86275 members
Mstep: Class 8 contains 5197 members
Mstep: Class 9 contains 32850 members
Mstep: Class 10 contains 1733 members
Mstep: Class 11 contains 5372 members
Mstep: Class 12 contains 159487 members
Mstep: Class 13 contains 24321 members
Mstep: Class 14 contains 253302 members
Mstep: Class 16 contains 10963 members
Mstep: Class 17 contains 23600 members
Mstep: Class 18 contains 17843 members
Mstep: Class 19 contains 25711 members
Entering Unmasked Estep
ConsiderDeletion
Deleting Class 1. Lose 3118.960938 but Gain 3494.453125
Score: -166001376.000000 Penalty: 52416.812500
Iteration 8F: 16 clusters Score -1.660014e+08 nChanged 128904
Entering Unmasked Mstep
Mstep: Class 0 contains 1394 members
Mstep: Class 2 contains 225850 members
Mstep: Class 3 contains 177528 members
Mstep: Class 4 contains 268005 members
Mstep: Class 7 contains 84998 members
Mstep: Class 8 contains 3980 members
Mstep: Class 9 contains 32269 members
Mstep: Class 10 contains 2005 members
Mstep: Class 11 contains 5402 members
Mstep: Class 12 contains 148017 members
Mstep: Class 13 contains 24818 members
Mstep: Class 14 contains 266665 members
Mstep: Class 16 contains 10611 members
Mstep: Class 17 contains 25391 members
Mstep: Class 18 contains 14556 members
Mstep: Class 19 contains 25082 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166183024.000000 Penalty: 52416.812500
Iteration 9F: 16 clusters Score -1.66183e+08 nChanged 101461
Entering Unmasked Mstep
Mstep: Class 0 contains 279 members
Mstep: Class 2 contains 213418 members
Mstep: Class 3 contains 178466 members
Mstep: Class 4 contains 279940 members
Mstep: Class 7 contains 84668 members
Mstep: Class 8 contains 3282 members
Mstep: Class 9 contains 31805 members
Mstep: Class 10 contains 2821 members
Mstep: Class 11 contains 5426 members
Mstep: Class 12 contains 145685 members
Mstep: Class 13 contains 24711 members
Mstep: Class 14 contains 272233 members
Mstep: Class 16 contains 10383 members
Mstep: Class 17 contains 27073 members
Mstep: Class 18 contains 12514 members
Mstep: Class 19 contains 23867 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166236096.000000 Penalty: 52416.812500
Iteration 10F: 16 clusters Score -1.662361e+08 nChanged 78261
Entering Unmasked Mstep
Mstep: Class 0 contains 159 members
Mstep: Class 2 contains 201910 members
Mstep: Class 3 contains 179897 members
Mstep: Class 4 contains 289877 members
Mstep: Class 7 contains 84774 members
Mstep: Class 8 contains 2987 members
Mstep: Class 9 contains 31854 members
Mstep: Class 10 contains 2865 members
Mstep: Class 11 contains 5439 members
Mstep: Class 12 contains 148749 members
Mstep: Class 13 contains 24511 members
Mstep: Class 14 contains 270638 members
Mstep: Class 16 contains 10258 members
Mstep: Class 17 contains 28556 members
Mstep: Class 18 contains 11286 members
Mstep: Class 19 contains 22811 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166268752.000000 Penalty: 52416.812500
Iteration 11F: 16 clusters Score -1.662688e+08 nChanged 59268
Entering Unmasked Mstep
Mstep: Class 0 contains 19 members
Mstep: Class 2 contains 192710 members
Mstep: Class 3 contains 180749 members
Mstep: Class 4 contains 297064 members
Mstep: Class 7 contains 85249 members
Mstep: Class 8 contains 2938 members
Mstep: Class 9 contains 32512 members
Mstep: Class 10 contains 2981 members
Mstep: Class 11 contains 5459 members
Mstep: Class 12 contains 155758 members
Mstep: Class 13 contains 24287 members
Mstep: Class 14 contains 264284 members
Mstep: Class 16 contains 10189 members
Mstep: Class 17 contains 29970 members
Mstep: Class 18 contains 10571 members
Mstep: Class 19 contains 21831 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166281808.000000 Penalty: 52416.812500
Iteration 12Q: 16 clusters Score -1.662818e+08 nChanged 47251
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 185841 members
Mstep: Class 3 contains 181003 members
Mstep: Class 4 contains 301929 members
Mstep: Class 7 contains 85756 members
Mstep: Class 8 contains 2996 members
Mstep: Class 9 contains 33537 members
Mstep: Class 10 contains 2970 members
Mstep: Class 11 contains 5484 members
Mstep: Class 12 contains 165469 members
Mstep: Class 13 contains 24076 members
Mstep: Class 14 contains 255074 members
Mstep: Class 16 contains 10137 members
Mstep: Class 17 contains 31306 members
Mstep: Class 18 contains 10288 members
Mstep: Class 19 contains 20685 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166290032.000000 Penalty: 52416.812500
Iteration 13Q: 16 clusters Score -1.6629e+08 nChanged 39919
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 181032 members
Mstep: Class 3 contains 180475 members
Mstep: Class 4 contains 303351 members
Mstep: Class 7 contains 86277 members
Mstep: Class 8 contains 3100 members
Mstep: Class 9 contains 34854 members
Mstep: Class 10 contains 2967 members
Mstep: Class 11 contains 5498 members
Mstep: Class 12 contains 177722 members
Mstep: Class 13 contains 23868 members
Mstep: Class 14 contains 244979 members
Mstep: Class 16 contains 10109 members
Mstep: Class 17 contains 32613 members
Mstep: Class 18 contains 10297 members
Mstep: Class 19 contains 19409 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166296992.000000 Penalty: 52416.812500
Iteration 14Q: 16 clusters Score -1.66297e+08 nChanged 37377
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 177436 members
Mstep: Class 3 contains 179008 members
Mstep: Class 4 contains 302843 members
Mstep: Class 7 contains 86609 members
Mstep: Class 8 contains 3288 members
Mstep: Class 9 contains 36437 members
Mstep: Class 10 contains 2965 members
Mstep: Class 11 contains 5508 members
Mstep: Class 12 contains 191154 members
Mstep: Class 13 contains 23717 members
Mstep: Class 14 contains 234943 members
Mstep: Class 16 contains 10107 members
Mstep: Class 17 contains 34025 members
Mstep: Class 18 contains 10496 members
Mstep: Class 19 contains 18015 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166302960.000000 Penalty: 52416.812500
Iteration 15Q: 16 clusters Score -1.66303e+08 nChanged 36798
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 174489 members
Mstep: Class 3 contains 177401 members
Mstep: Class 4 contains 301405 members
Mstep: Class 7 contains 86710 members
Mstep: Class 8 contains 3467 members
Mstep: Class 9 contains 38156 members
Mstep: Class 10 contains 2960 members
Mstep: Class 11 contains 5523 members
Mstep: Class 12 contains 204525 members
Mstep: Class 13 contains 23565 members
Mstep: Class 14 contains 225360 members
Mstep: Class 16 contains 10095 members
Mstep: Class 17 contains 35461 members
Mstep: Class 18 contains 10809 members
Mstep: Class 19 contains 16625 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166308480.000000 Penalty: 52416.812500
Iteration 16Q: 16 clusters Score -1.663085e+08 nChanged 35018
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 172905 members
Mstep: Class 3 contains 176785 members
Mstep: Class 4 contains 300182 members
Mstep: Class 7 contains 86668 members
Mstep: Class 8 contains 3685 members
Mstep: Class 9 contains 39793 members
Mstep: Class 10 contains 2955 members
Mstep: Class 11 contains 5550 members
Mstep: Class 12 contains 214501 members
Mstep: Class 13 contains 23402 members
Mstep: Class 14 contains 216828 members
Mstep: Class 16 contains 10064 members
Mstep: Class 17 contains 36819 members
Mstep: Class 18 contains 11148 members
Mstep: Class 19 contains 15266 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166313344.000000 Penalty: 52416.812500
Iteration 17Q: 16 clusters Score -1.663133e+08 nChanged 31690
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 172565 members
Mstep: Class 3 contains 177065 members
Mstep: Class 4 contains 300018 members
Mstep: Class 7 contains 86452 members
Mstep: Class 8 contains 3912 members
Mstep: Class 9 contains 41239 members
Mstep: Class 10 contains 2951 members
Mstep: Class 11 contains 5558 members
Mstep: Class 12 contains 220180 members
Mstep: Class 13 contains 23310 members
Mstep: Class 14 contains 209252 members
Mstep: Class 16 contains 10038 members
Mstep: Class 17 contains 38284 members
Mstep: Class 18 contains 11524 members
Mstep: Class 19 contains 14203 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166315808.000000 Penalty: 52416.812500
Iteration 18Q: 16 clusters Score -1.663158e+08 nChanged 27881
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 173429 members
Mstep: Class 3 contains 177973 members
Mstep: Class 4 contains 300247 members
Mstep: Class 7 contains 86136 members
Mstep: Class 8 contains 4188 members
Mstep: Class 9 contains 42611 members
Mstep: Class 10 contains 2952 members
Mstep: Class 11 contains 5565 members
Mstep: Class 12 contains 222149 members
Mstep: Class 13 contains 23224 members
Mstep: Class 14 contains 203024 members
Mstep: Class 16 contains 10009 members
Mstep: Class 17 contains 39710 members
Mstep: Class 18 contains 11893 members
Mstep: Class 19 contains 13441 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166318160.000000 Penalty: 52416.812500
Iteration 19Q: 16 clusters Score -1.663182e+08 nChanged 24709
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 174955 members
Mstep: Class 3 contains 179095 members
Mstep: Class 4 contains 299921 members
Mstep: Class 7 contains 85779 members
Mstep: Class 8 contains 4525 members
Mstep: Class 9 contains 44054 members
Mstep: Class 10 contains 2952 members
Mstep: Class 11 contains 5570 members
Mstep: Class 12 contains 221821 members
Mstep: Class 13 contains 23118 members
Mstep: Class 14 contains 198501 members
Mstep: Class 16 contains 9970 members
Mstep: Class 17 contains 41065 members
Mstep: Class 18 contains 12214 members
Mstep: Class 19 contains 13011 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166321984.000000 Penalty: 52416.812500
Iteration 20F: 16 clusters Score -1.66322e+08 nChanged 21886
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 176774 members
Mstep: Class 3 contains 180107 members
Mstep: Class 4 contains 299209 members
Mstep: Class 7 contains 85141 members
Mstep: Class 8 contains 4946 members
Mstep: Class 9 contains 45515 members
Mstep: Class 10 contains 2944 members
Mstep: Class 11 contains 5586 members
Mstep: Class 12 contains 219905 members
Mstep: Class 13 contains 23012 members
Mstep: Class 14 contains 195486 members
Mstep: Class 16 contains 9944 members
Mstep: Class 17 contains 42274 members
Mstep: Class 18 contains 12518 members
Mstep: Class 19 contains 13190 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166325296.000000 Penalty: 52416.812500
Iteration 21Q: 16 clusters Score -1.663253e+08 nChanged 20151
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 178459 members
Mstep: Class 3 contains 181064 members
Mstep: Class 4 contains 298094 members
Mstep: Class 7 contains 84431 members
Mstep: Class 8 contains 5449 members
Mstep: Class 9 contains 47020 members
Mstep: Class 10 contains 2941 members
Mstep: Class 11 contains 5590 members
Mstep: Class 12 contains 217210 members
Mstep: Class 13 contains 22940 members
Mstep: Class 14 contains 193832 members
Mstep: Class 16 contains 9933 members
Mstep: Class 17 contains 43358 members
Mstep: Class 18 contains 12809 members
Mstep: Class 19 contains 13421 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166326944.000000 Penalty: 52416.812500
Iteration 22Q: 16 clusters Score -1.663269e+08 nChanged 18595
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 179855 members
Mstep: Class 3 contains 181764 members
Mstep: Class 4 contains 296769 members
Mstep: Class 7 contains 83686 members
Mstep: Class 8 contains 5990 members
Mstep: Class 9 contains 48599 members
Mstep: Class 10 contains 2939 members
Mstep: Class 11 contains 5590 members
Mstep: Class 12 contains 214303 members
Mstep: Class 13 contains 22858 members
Mstep: Class 14 contains 193137 members
Mstep: Class 16 contains 9931 members
Mstep: Class 17 contains 44332 members
Mstep: Class 18 contains 13115 members
Mstep: Class 19 contains 13683 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166329376.000000 Penalty: 52416.812500
Iteration 23Q: 16 clusters Score -1.663294e+08 nChanged 16785
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 180991 members
Mstep: Class 3 contains 182213 members
Mstep: Class 4 contains 295346 members
Mstep: Class 7 contains 82940 members
Mstep: Class 8 contains 6564 members
Mstep: Class 9 contains 50273 members
Mstep: Class 10 contains 2937 members
Mstep: Class 11 contains 5591 members
Mstep: Class 12 contains 211725 members
Mstep: Class 13 contains 22792 members
Mstep: Class 14 contains 192744 members
Mstep: Class 16 contains 9952 members
Mstep: Class 17 contains 45159 members
Mstep: Class 18 contains 13353 members
Mstep: Class 19 contains 13971 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166331200.000000 Penalty: 52416.812500
Iteration 24Q: 16 clusters Score -1.663312e+08 nChanged 15520
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 181892 members
Mstep: Class 3 contains 182579 members
Mstep: Class 4 contains 293700 members
Mstep: Class 7 contains 82280 members
Mstep: Class 8 contains 7216 members
Mstep: Class 9 contains 51936 members
Mstep: Class 10 contains 2937 members
Mstep: Class 11 contains 5597 members
Mstep: Class 12 contains 209420 members
Mstep: Class 13 contains 22744 members
Mstep: Class 14 contains 192666 members
Mstep: Class 16 contains 9995 members
Mstep: Class 17 contains 45856 members
Mstep: Class 18 contains 13534 members
Mstep: Class 19 contains 14199 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166333104.000000 Penalty: 52416.812500
Iteration 25Q: 16 clusters Score -1.663331e+08 nChanged 14745
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 182452 members
Mstep: Class 3 contains 182825 members
Mstep: Class 4 contains 291726 members
Mstep: Class 7 contains 81688 members
Mstep: Class 8 contains 7924 members
Mstep: Class 9 contains 53722 members
Mstep: Class 10 contains 2937 members
Mstep: Class 11 contains 5598 members
Mstep: Class 12 contains 207256 members
Mstep: Class 13 contains 22684 members
Mstep: Class 14 contains 193001 members
Mstep: Class 16 contains 10028 members
Mstep: Class 17 contains 46554 members
Mstep: Class 18 contains 13764 members
Mstep: Class 19 contains 14392 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166333856.000000 Penalty: 52416.812500
Iteration 26Q: 16 clusters Score -1.663339e+08 nChanged 14093
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 182716 members
Mstep: Class 3 contains 182940 members
Mstep: Class 4 contains 289588 members
Mstep: Class 7 contains 81150 members
Mstep: Class 8 contains 8719 members
Mstep: Class 9 contains 55614 members
Mstep: Class 10 contains 2937 members
Mstep: Class 11 contains 5601 members
Mstep: Class 12 contains 205370 members
Mstep: Class 13 contains 22629 members
Mstep: Class 14 contains 193451 members
Mstep: Class 16 contains 10048 members
Mstep: Class 17 contains 47231 members
Mstep: Class 18 contains 14007 members
Mstep: Class 19 contains 14550 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166336256.000000 Penalty: 52416.812500
Iteration 27Q: 16 clusters Score -1.663363e+08 nChanged 13234
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 182684 members
Mstep: Class 3 contains 182861 members
Mstep: Class 4 contains 287401 members
Mstep: Class 7 contains 80599 members
Mstep: Class 8 contains 9529 members
Mstep: Class 9 contains 57576 members
Mstep: Class 10 contains 2937 members
Mstep: Class 11 contains 5605 members
Mstep: Class 12 contains 203950 members
Mstep: Class 13 contains 22586 members
Mstep: Class 14 contains 193996 members
Mstep: Class 16 contains 10071 members
Mstep: Class 17 contains 47885 members
Mstep: Class 18 contains 14207 members
Mstep: Class 19 contains 14664 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166337776.000000 Penalty: 52416.812500
Iteration 28Q: 16 clusters Score -1.663378e+08 nChanged 12678
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 182515 members
Mstep: Class 3 contains 182740 members
Mstep: Class 4 contains 285184 members
Mstep: Class 7 contains 80072 members
Mstep: Class 8 contains 10347 members
Mstep: Class 9 contains 59572 members
Mstep: Class 10 contains 2938 members
Mstep: Class 11 contains 5601 members
Mstep: Class 12 contains 202881 members
Mstep: Class 13 contains 22550 members
Mstep: Class 14 contains 194448 members
Mstep: Class 16 contains 10086 members
Mstep: Class 17 contains 48502 members
Mstep: Class 18 contains 14404 members
Mstep: Class 19 contains 14711 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166338848.000000 Penalty: 52416.812500
Iteration 29Q: 16 clusters Score -1.663388e+08 nChanged 12373
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 182243 members
Mstep: Class 3 contains 182519 members
Mstep: Class 4 contains 282842 members
Mstep: Class 7 contains 79590 members
Mstep: Class 8 contains 11227 members
Mstep: Class 9 contains 61676 members
Mstep: Class 10 contains 2936 members
Mstep: Class 11 contains 5602 members
Mstep: Class 12 contains 202043 members
Mstep: Class 13 contains 22492 members
Mstep: Class 14 contains 194841 members
Mstep: Class 16 contains 10098 members
Mstep: Class 17 contains 49060 members
Mstep: Class 18 contains 14600 members
Mstep: Class 19 contains 14782 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166340816.000000 Penalty: 52416.812500
Iteration 30Q: 16 clusters Score -1.663408e+08 nChanged 12030
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 181910 members
Mstep: Class 3 contains 182298 members
Mstep: Class 4 contains 280503 members
Mstep: Class 7 contains 79131 members
Mstep: Class 8 contains 12066 members
Mstep: Class 9 contains 63726 members
Mstep: Class 10 contains 2935 members
Mstep: Class 11 contains 5606 members
Mstep: Class 12 contains 201460 members
Mstep: Class 13 contains 22415 members
Mstep: Class 14 contains 195139 members
Mstep: Class 16 contains 10102 members
Mstep: Class 17 contains 49565 members
Mstep: Class 18 contains 14841 members
Mstep: Class 19 contains 14854 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166341168.000000 Penalty: 52416.812500
Iteration 31Q: 16 clusters Score -1.663412e+08 nChanged 11758
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 181588 members
Mstep: Class 3 contains 182052 members
Mstep: Class 4 contains 278070 members
Mstep: Class 7 contains 78699 members
Mstep: Class 8 contains 12911 members
Mstep: Class 9 contains 65828 members
Mstep: Class 10 contains 2935 members
Mstep: Class 11 contains 5610 members
Mstep: Class 12 contains 201092 members
Mstep: Class 13 contains 22305 members
Mstep: Class 14 contains 195289 members
Mstep: Class 16 contains 10100 members
Mstep: Class 17 contains 50066 members
Mstep: Class 18 contains 15110 members
Mstep: Class 19 contains 14896 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166342640.000000 Penalty: 52416.812500
Iteration 32Q: 16 clusters Score -1.663426e+08 nChanged 11697
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 181294 members
Mstep: Class 3 contains 181823 members
Mstep: Class 4 contains 275589 members
Mstep: Class 7 contains 78216 members
Mstep: Class 8 contains 13729 members
Mstep: Class 9 contains 67992 members
Mstep: Class 10 contains 2935 members
Mstep: Class 11 contains 5613 members
Mstep: Class 12 contains 200720 members
Mstep: Class 13 contains 22189 members
Mstep: Class 14 contains 195412 members
Mstep: Class 16 contains 10099 members
Mstep: Class 17 contains 50539 members
Mstep: Class 18 contains 15479 members
Mstep: Class 19 contains 14922 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166344064.000000 Penalty: 52416.812500
Iteration 33Q: 16 clusters Score -1.663441e+08 nChanged 11448
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 180978 members
Mstep: Class 3 contains 181577 members
Mstep: Class 4 contains 273237 members
Mstep: Class 7 contains 77732 members
Mstep: Class 8 contains 14496 members
Mstep: Class 9 contains 70212 members
Mstep: Class 10 contains 2934 members
Mstep: Class 11 contains 5613 members
Mstep: Class 12 contains 200421 members
Mstep: Class 13 contains 22079 members
Mstep: Class 14 contains 195404 members
Mstep: Class 16 contains 10092 members
Mstep: Class 17 contains 50884 members
Mstep: Class 18 contains 15959 members
Mstep: Class 19 contains 14933 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166345200.000000 Penalty: 52416.812500
Iteration 34Q: 16 clusters Score -1.663452e+08 nChanged 11132
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 180769 members
Mstep: Class 3 contains 181243 members
Mstep: Class 4 contains 271059 members
Mstep: Class 7 contains 77241 members
Mstep: Class 8 contains 15237 members
Mstep: Class 9 contains 72402 members
Mstep: Class 10 contains 2935 members
Mstep: Class 11 contains 5610 members
Mstep: Class 12 contains 200120 members
Mstep: Class 13 contains 21979 members
Mstep: Class 14 contains 195252 members
Mstep: Class 16 contains 10087 members
Mstep: Class 17 contains 51194 members
Mstep: Class 18 contains 16488 members
Mstep: Class 19 contains 14935 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166346288.000000 Penalty: 52416.812500
Iteration 35Q: 16 clusters Score -1.663463e+08 nChanged 10795
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 180642 members
Mstep: Class 3 contains 180876 members
Mstep: Class 4 contains 269030 members
Mstep: Class 7 contains 76758 members
Mstep: Class 8 contains 15914 members
Mstep: Class 9 contains 74620 members
Mstep: Class 10 contains 2936 members
Mstep: Class 11 contains 5616 members
Mstep: Class 12 contains 199795 members
Mstep: Class 13 contains 21897 members
Mstep: Class 14 contains 194901 members
Mstep: Class 16 contains 10085 members
Mstep: Class 17 contains 51485 members
Mstep: Class 18 contains 17069 members
Mstep: Class 19 contains 14927 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166346928.000000 Penalty: 52416.812500
Iteration 36Q: 16 clusters Score -1.663469e+08 nChanged 10441
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 180672 members
Mstep: Class 3 contains 180478 members
Mstep: Class 4 contains 267049 members
Mstep: Class 7 contains 76280 members
Mstep: Class 8 contains 16518 members
Mstep: Class 9 contains 76805 members
Mstep: Class 10 contains 2936 members
Mstep: Class 11 contains 5624 members
Mstep: Class 12 contains 199431 members
Mstep: Class 13 contains 21812 members
Mstep: Class 14 contains 194508 members
Mstep: Class 16 contains 10080 members
Mstep: Class 17 contains 51746 members
Mstep: Class 18 contains 17686 members
Mstep: Class 19 contains 14926 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166348384.000000 Penalty: 52416.812500
Iteration 37Q: 16 clusters Score -1.663484e+08 nChanged 10275
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 180705 members
Mstep: Class 3 contains 180095 members
Mstep: Class 4 contains 265029 members
Mstep: Class 7 contains 75821 members
Mstep: Class 8 contains 17089 members
Mstep: Class 9 contains 79063 members
Mstep: Class 10 contains 2936 members
Mstep: Class 11 contains 5625 members
Mstep: Class 12 contains 199009 members
Mstep: Class 13 contains 21716 members
Mstep: Class 14 contains 194202 members
Mstep: Class 16 contains 10071 members
Mstep: Class 17 contains 51987 members
Mstep: Class 18 contains 18306 members
Mstep: Class 19 contains 14897 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166350272.000000 Penalty: 52416.812500
Iteration 38Q: 16 clusters Score -1.663503e+08 nChanged 10413
Entering ConstructFrom:
Score: -166350272.000000 Penalty: 52416.812500
Entering ConstructFrom:
Trying to split cluster 2 (180662 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 180662 members
Entering Unmasked Estep
Score: -23346442.000000 Penalty: 3001.887207
Iteration 0F: 2 clusters Score -2.334644e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90284 members
Mstep: Class 2 contains 90378 members
Entering Unmasked Estep
Score: -23230890.000000 Penalty: 6003.774414
Iteration 0F: 3 clusters Score -2.323089e+07 nChanged 86662
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90132 members
Mstep: Class 2 contains 90530 members
Entering Unmasked Estep
Score: -23281474.000000 Penalty: 6003.774414
Iteration 1F: 3 clusters Score -2.328147e+07 nChanged 5606
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89966 members
Mstep: Class 2 contains 90696 members
Entering Unmasked Estep
Score: -23282766.000000 Penalty: 6003.774414
Iteration 2Q: 3 clusters Score -2.328277e+07 nChanged 5687
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89713 members
Mstep: Class 2 contains 90949 members
Entering Unmasked Estep
Score: -23284270.000000 Penalty: 6003.774414
Iteration 3Q: 3 clusters Score -2.328427e+07 nChanged 6048
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89423 members
Mstep: Class 2 contains 91239 members
Entering Unmasked Estep
Score: -23286172.000000 Penalty: 6003.774414
Iteration 4Q: 3 clusters Score -2.328617e+07 nChanged 6721
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88928 members
Mstep: Class 2 contains 91734 members
Entering Unmasked Estep
Score: -23288526.000000 Penalty: 6003.774414
Iteration 5Q: 3 clusters Score -2.328853e+07 nChanged 7681
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88145 members
Mstep: Class 2 contains 92517 members
Entering Unmasked Estep
Score: -23291854.000000 Penalty: 6003.774414
Iteration 6Q: 3 clusters Score -2.329185e+07 nChanged 8755
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86920 members
Mstep: Class 2 contains 93742 members
Entering Unmasked Estep
Score: -23296384.000000 Penalty: 6003.774414
Iteration 7Q: 3 clusters Score -2.329638e+07 nChanged 10177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84857 members
Mstep: Class 2 contains 95805 members
Entering Unmasked Estep
Score: -23302524.000000 Penalty: 6003.774414
Iteration 8F: 3 clusters Score -2.330252e+07 nChanged 11447
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82054 members
Mstep: Class 2 contains 98608 members
Entering Unmasked Estep
Score: -23310814.000000 Penalty: 6003.774414
Iteration 9F: 3 clusters Score -2.331081e+07 nChanged 11853
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78899 members
Mstep: Class 2 contains 101763 members
Entering Unmasked Estep
Score: -23319454.000000 Penalty: 6003.774414
Iteration 10F: 3 clusters Score -2.331945e+07 nChanged 10323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76112 members
Mstep: Class 2 contains 104550 members
Entering Unmasked Estep
Score: -23325426.000000 Penalty: 6003.774414
Iteration 11F: 3 clusters Score -2.332543e+07 nChanged 7307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73661 members
Mstep: Class 2 contains 107001 members
Entering Unmasked Estep
Score: -23328408.000000 Penalty: 6003.774414
Iteration 12Q: 3 clusters Score -2.332841e+07 nChanged 4768
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71271 members
Mstep: Class 2 contains 109391 members
Entering Unmasked Estep
Score: -23329962.000000 Penalty: 6003.774414
Iteration 13Q: 3 clusters Score -2.332996e+07 nChanged 3414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68909 members
Mstep: Class 2 contains 111753 members
Entering Unmasked Estep
Score: -23330870.000000 Penalty: 6003.774414
Iteration 14Q: 3 clusters Score -2.333087e+07 nChanged 3080
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66357 members
Mstep: Class 2 contains 114305 members
Entering Unmasked Estep
Score: -23331984.000000 Penalty: 6003.774414
Iteration 15Q: 3 clusters Score -2.333198e+07 nChanged 3232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63517 members
Mstep: Class 2 contains 117145 members
Entering Unmasked Estep
Score: -23333150.000000 Penalty: 6003.774414
Iteration 16Q: 3 clusters Score -2.333315e+07 nChanged 3262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60617 members
Mstep: Class 2 contains 120045 members
Entering Unmasked Estep
Score: -23334092.000000 Penalty: 6003.774414
Iteration 17Q: 3 clusters Score -2.333409e+07 nChanged 3246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57731 members
Mstep: Class 2 contains 122931 members
Entering Unmasked Estep
Score: -23335114.000000 Penalty: 6003.774414
Iteration 18Q: 3 clusters Score -2.333511e+07 nChanged 3269
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54762 members
Mstep: Class 2 contains 125900 members
Entering Unmasked Estep
Score: -23336492.000000 Penalty: 6003.774414
Iteration 19Q: 3 clusters Score -2.333649e+07 nChanged 3232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51844 members
Mstep: Class 2 contains 128818 members
Entering Unmasked Estep
Score: -23337774.000000 Penalty: 6003.774414
Iteration 20F: 3 clusters Score -2.333777e+07 nChanged 2988
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49100 members
Mstep: Class 2 contains 131562 members
Entering Unmasked Estep
Score: -23338852.000000 Penalty: 6003.774414
Iteration 21Q: 3 clusters Score -2.333885e+07 nChanged 2851
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46423 members
Mstep: Class 2 contains 134239 members
Entering Unmasked Estep
Score: -23339790.000000 Penalty: 6003.774414
Iteration 22Q: 3 clusters Score -2.333979e+07 nChanged 2721
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43820 members
Mstep: Class 2 contains 136842 members
Entering Unmasked Estep
Score: -23340532.000000 Penalty: 6003.774414
Iteration 23Q: 3 clusters Score -2.334053e+07 nChanged 2573
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41309 members
Mstep: Class 2 contains 139353 members
Entering Unmasked Estep
Score: -23341284.000000 Penalty: 6003.774414
Iteration 24Q: 3 clusters Score -2.334128e+07 nChanged 2376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38981 members
Mstep: Class 2 contains 141681 members
Entering Unmasked Estep
Score: -23341750.000000 Penalty: 6003.774414
Iteration 25Q: 3 clusters Score -2.334175e+07 nChanged 2180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36815 members
Mstep: Class 2 contains 143847 members
Entering Unmasked Estep
Score: -23342248.000000 Penalty: 6003.774414
Iteration 26Q: 3 clusters Score -2.334225e+07 nChanged 2221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34600 members
Mstep: Class 2 contains 146062 members
Entering Unmasked Estep
Score: -23343038.000000 Penalty: 6003.774414
Iteration 27Q: 3 clusters Score -2.334304e+07 nChanged 2092
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32510 members
Mstep: Class 2 contains 148152 members
Entering Unmasked Estep
Score: -23343558.000000 Penalty: 6003.774414
Iteration 28Q: 3 clusters Score -2.334356e+07 nChanged 2010
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30500 members
Mstep: Class 2 contains 150162 members
Entering Unmasked Estep
Score: -23344050.000000 Penalty: 6003.774414
Iteration 29Q: 3 clusters Score -2.334405e+07 nChanged 1950
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28550 members
Mstep: Class 2 contains 152112 members
Entering Unmasked Estep
Score: -23344374.000000 Penalty: 6003.774414
Iteration 30Q: 3 clusters Score -2.334437e+07 nChanged 1916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26634 members
Mstep: Class 2 contains 154028 members
Entering Unmasked Estep
Score: -23344842.000000 Penalty: 6003.774414
Iteration 31Q: 3 clusters Score -2.334484e+07 nChanged 1907
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24727 members
Mstep: Class 2 contains 155935 members
Entering Unmasked Estep
Score: -23345286.000000 Penalty: 6003.774414
Iteration 32Q: 3 clusters Score -2.334529e+07 nChanged 1915
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22812 members
Mstep: Class 2 contains 157850 members
Entering Unmasked Estep
Score: -23345580.000000 Penalty: 6003.774414
Iteration 33Q: 3 clusters Score -2.334558e+07 nChanged 1853
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20959 members
Mstep: Class 2 contains 159703 members
Entering Unmasked Estep
Score: -23345988.000000 Penalty: 6003.774414
Iteration 34Q: 3 clusters Score -2.334599e+07 nChanged 1722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19237 members
Mstep: Class 2 contains 161425 members
Entering Unmasked Estep
Score: -23346372.000000 Penalty: 6003.774414
Iteration 35Q: 3 clusters Score -2.334637e+07 nChanged 1651
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17586 members
Mstep: Class 2 contains 163076 members
Entering Unmasked Estep
Score: -23346684.000000 Penalty: 6003.774414
Iteration 36Q: 3 clusters Score -2.334668e+07 nChanged 1478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16108 members
Mstep: Class 2 contains 164554 members
Entering Unmasked Estep
Score: -23346824.000000 Penalty: 6003.774414
Iteration 37Q: 3 clusters Score -2.334682e+07 nChanged 1287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14821 members
Mstep: Class 2 contains 165841 members
Entering Unmasked Estep
Score: -23346946.000000 Penalty: 6003.774414
Iteration 38Q: 3 clusters Score -2.334695e+07 nChanged 1174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13647 members
Mstep: Class 2 contains 167015 members
Entering Unmasked Estep
Score: -23347074.000000 Penalty: 6003.774414
Iteration 39Q: 3 clusters Score -2.334707e+07 nChanged 1081
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12566 members
Mstep: Class 2 contains 168096 members
Entering Unmasked Estep
Score: -23347120.000000 Penalty: 6003.774414
Iteration 40F: 3 clusters Score -2.334712e+07 nChanged 973
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11593 members
Mstep: Class 2 contains 169069 members
Entering Unmasked Estep
Score: -23347148.000000 Penalty: 6003.774414
Iteration 41Q: 3 clusters Score -2.334715e+07 nChanged 837
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10758 members
Mstep: Class 2 contains 169904 members
Entering Unmasked Estep
Score: -23347170.000000 Penalty: 6003.774414
Iteration 42Q: 3 clusters Score -2.334717e+07 nChanged 703
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10055 members
Mstep: Class 2 contains 170607 members
Entering Unmasked Estep
Score: -23347168.000000 Penalty: 6003.774414
Iteration 43Q: 3 clusters Score -2.334717e+07 nChanged 594
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9463 members
Mstep: Class 2 contains 171199 members
Entering Unmasked Estep
Score: -23347178.000000 Penalty: 6003.774414
Iteration 44Q: 3 clusters Score -2.334718e+07 nChanged 501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8962 members
Mstep: Class 2 contains 171700 members
Entering Unmasked Estep
Score: -23347072.000000 Penalty: 6003.774414
Iteration 45Q: 3 clusters Score -2.334707e+07 nChanged 463
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8499 members
Mstep: Class 2 contains 172163 members
Entering Unmasked Estep
Score: -23346982.000000 Penalty: 6003.774414
Iteration 46Q: 3 clusters Score -2.334698e+07 nChanged 378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8123 members
Mstep: Class 2 contains 172539 members
Entering Unmasked Estep
Score: -23346918.000000 Penalty: 6003.774414
Iteration 47Q: 3 clusters Score -2.334692e+07 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7801 members
Mstep: Class 2 contains 172861 members
Entering Unmasked Estep
Score: -23346864.000000 Penalty: 6003.774414
Iteration 48Q: 3 clusters Score -2.334686e+07 nChanged 272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7533 members
Mstep: Class 2 contains 173129 members
Entering Unmasked Estep
Score: -23346806.000000 Penalty: 6003.774414
Iteration 49Q: 3 clusters Score -2.334681e+07 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7285 members
Mstep: Class 2 contains 173377 members
Entering Unmasked Estep
Score: -23346756.000000 Penalty: 6003.774414
Iteration 50Q: 3 clusters Score -2.334676e+07 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7068 members
Mstep: Class 2 contains 173594 members
Entering Unmasked Estep
Score: -23346738.000000 Penalty: 6003.774414
Iteration 51Q: 3 clusters Score -2.334674e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6868 members
Mstep: Class 2 contains 173794 members
Entering Unmasked Estep
Score: -23346688.000000 Penalty: 6003.774414
Iteration 52Q: 3 clusters Score -2.334669e+07 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6665 members
Mstep: Class 2 contains 173997 members
Entering Unmasked Estep
Score: -23346648.000000 Penalty: 6003.774414
Iteration 53Q: 3 clusters Score -2.334665e+07 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6466 members
Mstep: Class 2 contains 174196 members
Entering Unmasked Estep
Score: -23346628.000000 Penalty: 6003.774414
Iteration 54Q: 3 clusters Score -2.334663e+07 nChanged 203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6269 members
Mstep: Class 2 contains 174393 members
Entering Unmasked Estep
Score: -23346592.000000 Penalty: 6003.774414
Iteration 55Q: 3 clusters Score -2.334659e+07 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6074 members
Mstep: Class 2 contains 174588 members
Entering Unmasked Estep
Score: -23346612.000000 Penalty: 6003.774414
Iteration 56Q: 3 clusters Score -2.334661e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5889 members
Mstep: Class 2 contains 174773 members
Entering Unmasked Estep
Score: -23346556.000000 Penalty: 6003.774414
Iteration 57Q: 3 clusters Score -2.334656e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5739 members
Mstep: Class 2 contains 174923 members
Entering Unmasked Estep
Score: -23346520.000000 Penalty: 6003.774414
Iteration 58Q: 3 clusters Score -2.334652e+07 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5598 members
Mstep: Class 2 contains 175064 members
Entering Unmasked Estep
Score: -23346442.000000 Penalty: 6003.774414
Iteration 59Q: 3 clusters Score -2.334644e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5487 members
Mstep: Class 2 contains 175175 members
Entering Unmasked Estep
Score: -23346406.000000 Penalty: 6003.774414
Iteration 60F: 3 clusters Score -2.334641e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5378 members
Mstep: Class 2 contains 175284 members
Entering Unmasked Estep
Score: -23346356.000000 Penalty: 6003.774414
Iteration 61Q: 3 clusters Score -2.334636e+07 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5290 members
Mstep: Class 2 contains 175372 members
Entering Unmasked Estep
Score: -23346348.000000 Penalty: 6003.774414
Iteration 62Q: 3 clusters Score -2.334635e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5202 members
Mstep: Class 2 contains 175460 members
Entering Unmasked Estep
Score: -23346358.000000 Penalty: 6003.774414
Iteration 63Q: 3 clusters Score -2.334636e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5120 members
Mstep: Class 2 contains 175542 members
Entering Unmasked Estep
Score: -23346360.000000 Penalty: 6003.774414
Iteration 64Q: 3 clusters Score -2.334636e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5056 members
Mstep: Class 2 contains 175606 members
Entering Unmasked Estep
Score: -23346334.000000 Penalty: 6003.774414
Iteration 65Q: 3 clusters Score -2.334633e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4981 members
Mstep: Class 2 contains 175681 members
Entering Unmasked Estep
Score: -23346294.000000 Penalty: 6003.774414
Iteration 66Q: 3 clusters Score -2.334629e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4915 members
Mstep: Class 2 contains 175747 members
Entering Unmasked Estep
Score: -23346254.000000 Penalty: 6003.774414
Iteration 67Q: 3 clusters Score -2.334625e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4865 members
Mstep: Class 2 contains 175797 members
Entering Unmasked Estep
Score: -23346222.000000 Penalty: 6003.774414
Iteration 68Q: 3 clusters Score -2.334622e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4826 members
Mstep: Class 2 contains 175836 members
Entering Unmasked Estep
Score: -23346222.000000 Penalty: 6003.774414
Iteration 69Q: 3 clusters Score -2.334622e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4789 members
Mstep: Class 2 contains 175873 members
Entering Unmasked Estep
Score: -23346196.000000 Penalty: 6003.774414
Iteration 70Q: 3 clusters Score -2.33462e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4756 members
Mstep: Class 2 contains 175906 members
Entering Unmasked Estep
Score: -23346196.000000 Penalty: 6003.774414
Iteration 71Q: 3 clusters Score -2.33462e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4728 members
Mstep: Class 2 contains 175934 members
Entering Unmasked Estep
Score: -23346198.000000 Penalty: 6003.774414
Iteration 72Q: 3 clusters Score -2.33462e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4693 members
Mstep: Class 2 contains 175969 members
Entering Unmasked Estep
Score: -23346208.000000 Penalty: 6003.774414
Iteration 73Q: 3 clusters Score -2.334621e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4663 members
Mstep: Class 2 contains 175999 members
Entering Unmasked Estep
Score: -23346214.000000 Penalty: 6003.774414
Iteration 74Q: 3 clusters Score -2.334621e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4640 members
Mstep: Class 2 contains 176022 members
Entering Unmasked Estep
Score: -23346228.000000 Penalty: 6003.774414
Iteration 75Q: 3 clusters Score -2.334623e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4622 members
Mstep: Class 2 contains 176040 members
Entering Unmasked Estep
Score: -23346220.000000 Penalty: 6003.774414
Iteration 76Q: 3 clusters Score -2.334622e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4605 members
Mstep: Class 2 contains 176057 members
Entering Unmasked Estep
Score: -23346222.000000 Penalty: 6003.774414
Iteration 77Q: 3 clusters Score -2.334622e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4586 members
Mstep: Class 2 contains 176076 members
Entering Unmasked Estep
Score: -23346212.000000 Penalty: 6003.774414
Iteration 78Q: 3 clusters Score -2.334621e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4569 members
Mstep: Class 2 contains 176093 members
Entering Unmasked Estep
Score: -23346222.000000 Penalty: 6003.774414
Iteration 79Q: 3 clusters Score -2.334622e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4559 members
Mstep: Class 2 contains 176103 members
Entering Unmasked Estep
Score: -23346218.000000 Penalty: 6003.774414
Iteration 80F: 3 clusters Score -2.334622e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4548 members
Mstep: Class 2 contains 176114 members
Entering Unmasked Estep
Score: -23346226.000000 Penalty: 6003.774414
Iteration 81Q: 3 clusters Score -2.334623e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4531 members
Mstep: Class 2 contains 176131 members
Entering Unmasked Estep
Score: -23346230.000000 Penalty: 6003.774414
Iteration 82Q: 3 clusters Score -2.334623e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4519 members
Mstep: Class 2 contains 176143 members
Entering Unmasked Estep
Score: -23346230.000000 Penalty: 6003.774414
Iteration 83Q: 3 clusters Score -2.334623e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4499 members
Mstep: Class 2 contains 176163 members
Entering Unmasked Estep
Score: -23346208.000000 Penalty: 6003.774414
Iteration 84Q: 3 clusters Score -2.334621e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4478 members
Mstep: Class 2 contains 176184 members
Entering Unmasked Estep
Score: -23346218.000000 Penalty: 6003.774414
Iteration 85Q: 3 clusters Score -2.334622e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4463 members
Mstep: Class 2 contains 176199 members
Entering Unmasked Estep
Score: -23346232.000000 Penalty: 6003.774414
Iteration 86Q: 3 clusters Score -2.334623e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4447 members
Mstep: Class 2 contains 176215 members
Entering Unmasked Estep
Score: -23346220.000000 Penalty: 6003.774414
Iteration 87Q: 3 clusters Score -2.334622e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4433 members
Mstep: Class 2 contains 176229 members
Entering Unmasked Estep
Score: -23346224.000000 Penalty: 6003.774414
Iteration 88Q: 3 clusters Score -2.334622e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4425 members
Mstep: Class 2 contains 176237 members
Entering Unmasked Estep
Score: -23346238.000000 Penalty: 6003.774414
Iteration 89Q: 3 clusters Score -2.334624e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4418 members
Mstep: Class 2 contains 176244 members
Entering Unmasked Estep
Score: -23346228.000000 Penalty: 6003.774414
Iteration 90Q: 3 clusters Score -2.334623e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4412 members
Mstep: Class 2 contains 176250 members
Entering Unmasked Estep
Score: -23346232.000000 Penalty: 6003.774414
Iteration 91Q: 3 clusters Score -2.334623e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4410 members
Mstep: Class 2 contains 176252 members
Entering Unmasked Estep
Score: -23346226.000000 Penalty: 6003.774414
Iteration 92Q: 3 clusters Score -2.334623e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4405 members
Mstep: Class 2 contains 176257 members
Entering Unmasked Estep
Score: -23346222.000000 Penalty: 6003.774414
Iteration 93Q: 3 clusters Score -2.334622e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4399 members
Mstep: Class 2 contains 176263 members
Entering Unmasked Estep
Score: -23346216.000000 Penalty: 6003.774414
Iteration 94Q: 3 clusters Score -2.334622e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4395 members
Mstep: Class 2 contains 176267 members
Entering Unmasked Estep
Score: -23346230.000000 Penalty: 6003.774414
Iteration 95Q: 3 clusters Score -2.334623e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4391 members
Mstep: Class 2 contains 176271 members
Entering Unmasked Estep
Score: -23346222.000000 Penalty: 6003.774414
Iteration 96Q: 3 clusters Score -2.334622e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4389 members
Mstep: Class 2 contains 176273 members
Entering Unmasked Estep
Score: -23346218.000000 Penalty: 6003.774414
Iteration 97Q: 3 clusters Score -2.334622e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4387 members
Mstep: Class 2 contains 176275 members
Entering Unmasked Estep
Score: -23346210.000000 Penalty: 6003.774414
Iteration 98Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4386 members
Mstep: Class 2 contains 176276 members
Entering Unmasked Estep
Score: -23346206.000000 Penalty: 6003.774414
Iteration 99Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4385 members
Mstep: Class 2 contains 176277 members
Entering Unmasked Estep
Score: -23346222.000000 Penalty: 6003.774414
Iteration 100F: 3 clusters Score -2.334622e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4384 members
Mstep: Class 2 contains 176278 members
Entering Unmasked Estep
Score: -23346212.000000 Penalty: 6003.774414
Iteration 101Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4383 members
Mstep: Class 2 contains 176279 members
Entering Unmasked Estep
Score: -23346216.000000 Penalty: 6003.774414
Iteration 102Q: 3 clusters Score -2.334622e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4381 members
Mstep: Class 2 contains 176281 members
Entering Unmasked Estep
Score: -23346210.000000 Penalty: 6003.774414
Iteration 103Q: 3 clusters Score -2.334621e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4377 members
Mstep: Class 2 contains 176285 members
Entering Unmasked Estep
Score: -23346202.000000 Penalty: 6003.774414
Iteration 104Q: 3 clusters Score -2.33462e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4375 members
Mstep: Class 2 contains 176287 members
Entering Unmasked Estep
Score: -23346198.000000 Penalty: 6003.774414
Iteration 105Q: 3 clusters Score -2.33462e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4374 members
Mstep: Class 2 contains 176288 members
Entering Unmasked Estep
Score: -23346210.000000 Penalty: 6003.774414
Iteration 106Q: 3 clusters Score -2.334621e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4373 members
Mstep: Class 2 contains 176289 members
Entering Unmasked Estep
Score: -23346206.000000 Penalty: 6003.774414
Iteration 107Q: 3 clusters Score -2.334621e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4373 members
Mstep: Class 2 contains 176289 members
Entering Unmasked Estep
Score: -23346206.000000 Penalty: 6003.774414
Iteration 108F: 3 clusters Score -2.334621e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (179665 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 179665 members
Entering Unmasked Estep
Score: -23322708.000000 Penalty: 3000.514648
Iteration 0F: 2 clusters Score -2.332271e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89896 members
Mstep: Class 2 contains 89769 members
Entering Unmasked Estep
Score: -23213276.000000 Penalty: 6001.029297
Iteration 0F: 3 clusters Score -2.321328e+07 nChanged 85928
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90286 members
Mstep: Class 2 contains 89379 members
Entering Unmasked Estep
Score: -23262746.000000 Penalty: 6001.029297
Iteration 1F: 3 clusters Score -2.326275e+07 nChanged 4421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90605 members
Mstep: Class 2 contains 89060 members
Entering Unmasked Estep
Score: -23263492.000000 Penalty: 6001.029297
Iteration 2Q: 3 clusters Score -2.326349e+07 nChanged 4459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91014 members
Mstep: Class 2 contains 88651 members
Entering Unmasked Estep
Score: -23264202.000000 Penalty: 6001.029297
Iteration 3Q: 3 clusters Score -2.32642e+07 nChanged 4535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91663 members
Mstep: Class 2 contains 88002 members
Entering Unmasked Estep
Score: -23265140.000000 Penalty: 6001.029297
Iteration 4Q: 3 clusters Score -2.326514e+07 nChanged 4757
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92560 members
Mstep: Class 2 contains 87105 members
Entering Unmasked Estep
Score: -23266264.000000 Penalty: 6001.029297
Iteration 5Q: 3 clusters Score -2.326626e+07 nChanged 4983
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93725 members
Mstep: Class 2 contains 85940 members
Entering Unmasked Estep
Score: -23267612.000000 Penalty: 6001.029297
Iteration 6Q: 3 clusters Score -2.326761e+07 nChanged 5549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95342 members
Mstep: Class 2 contains 84323 members
Entering Unmasked Estep
Score: -23269284.000000 Penalty: 6001.029297
Iteration 7Q: 3 clusters Score -2.326928e+07 nChanged 6261
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97529 members
Mstep: Class 2 contains 82136 members
Entering Unmasked Estep
Score: -23271422.000000 Penalty: 6001.029297
Iteration 8Q: 3 clusters Score -2.327142e+07 nChanged 7320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100303 members
Mstep: Class 2 contains 79362 members
Entering Unmasked Estep
Score: -23274614.000000 Penalty: 6001.029297
Iteration 9Q: 3 clusters Score -2.327461e+07 nChanged 8511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103524 members
Mstep: Class 2 contains 76141 members
Entering Unmasked Estep
Score: -23279132.000000 Penalty: 6001.029297
Iteration 10Q: 3 clusters Score -2.327913e+07 nChanged 9695
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106845 members
Mstep: Class 2 contains 72820 members
Entering Unmasked Estep
Score: -23285526.000000 Penalty: 6001.029297
Iteration 11F: 3 clusters Score -2.328553e+07 nChanged 10677
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109720 members
Mstep: Class 2 contains 69945 members
Entering Unmasked Estep
Score: -23292920.000000 Penalty: 6001.029297
Iteration 12F: 3 clusters Score -2.329292e+07 nChanged 10471
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111651 members
Mstep: Class 2 contains 68014 members
Entering Unmasked Estep
Score: -23299836.000000 Penalty: 6001.029297
Iteration 13F: 3 clusters Score -2.329984e+07 nChanged 8799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112756 members
Mstep: Class 2 contains 66909 members
Entering Unmasked Estep
Score: -23304254.000000 Penalty: 6001.029297
Iteration 14Q: 3 clusters Score -2.330425e+07 nChanged 6114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113500 members
Mstep: Class 2 contains 66165 members
Entering Unmasked Estep
Score: -23305880.000000 Penalty: 6001.029297
Iteration 15Q: 3 clusters Score -2.330588e+07 nChanged 3861
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114041 members
Mstep: Class 2 contains 65624 members
Entering Unmasked Estep
Score: -23306830.000000 Penalty: 6001.029297
Iteration 16Q: 3 clusters Score -2.330683e+07 nChanged 2594
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114507 members
Mstep: Class 2 contains 65158 members
Entering Unmasked Estep
Score: -23307426.000000 Penalty: 6001.029297
Iteration 17Q: 3 clusters Score -2.330743e+07 nChanged 2021
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114942 members
Mstep: Class 2 contains 64723 members
Entering Unmasked Estep
Score: -23307762.000000 Penalty: 6001.029297
Iteration 18Q: 3 clusters Score -2.330776e+07 nChanged 1773
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115277 members
Mstep: Class 2 contains 64388 members
Entering Unmasked Estep
Score: -23308232.000000 Penalty: 6001.029297
Iteration 19Q: 3 clusters Score -2.330823e+07 nChanged 1593
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115606 members
Mstep: Class 2 contains 64059 members
Entering Unmasked Estep
Score: -23308440.000000 Penalty: 6001.029297
Iteration 20F: 3 clusters Score -2.330844e+07 nChanged 1561
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115921 members
Mstep: Class 2 contains 63744 members
Entering Unmasked Estep
Score: -23308684.000000 Penalty: 6001.029297
Iteration 21Q: 3 clusters Score -2.330868e+07 nChanged 1470
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116129 members
Mstep: Class 2 contains 63536 members
Entering Unmasked Estep
Score: -23308982.000000 Penalty: 6001.029297
Iteration 22Q: 3 clusters Score -2.330898e+07 nChanged 1484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116301 members
Mstep: Class 2 contains 63364 members
Entering Unmasked Estep
Score: -23309278.000000 Penalty: 6001.029297
Iteration 23Q: 3 clusters Score -2.330928e+07 nChanged 1462
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116485 members
Mstep: Class 2 contains 63180 members
Entering Unmasked Estep
Score: -23309552.000000 Penalty: 6001.029297
Iteration 24Q: 3 clusters Score -2.330955e+07 nChanged 1401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116698 members
Mstep: Class 2 contains 62967 members
Entering Unmasked Estep
Score: -23309770.000000 Penalty: 6001.029297
Iteration 25Q: 3 clusters Score -2.330977e+07 nChanged 1359
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116879 members
Mstep: Class 2 contains 62786 members
Entering Unmasked Estep
Score: -23310050.000000 Penalty: 6001.029297
Iteration 26Q: 3 clusters Score -2.331005e+07 nChanged 1317
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117076 members
Mstep: Class 2 contains 62589 members
Entering Unmasked Estep
Score: -23310266.000000 Penalty: 6001.029297
Iteration 27Q: 3 clusters Score -2.331027e+07 nChanged 1306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117248 members
Mstep: Class 2 contains 62417 members
Entering Unmasked Estep
Score: -23310300.000000 Penalty: 6001.029297
Iteration 28Q: 3 clusters Score -2.33103e+07 nChanged 1410
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117376 members
Mstep: Class 2 contains 62289 members
Entering Unmasked Estep
Score: -23310680.000000 Penalty: 6001.029297
Iteration 29Q: 3 clusters Score -2.331068e+07 nChanged 1376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117486 members
Mstep: Class 2 contains 62179 members
Entering Unmasked Estep
Score: -23310922.000000 Penalty: 6001.029297
Iteration 30Q: 3 clusters Score -2.331092e+07 nChanged 1458
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117556 members
Mstep: Class 2 contains 62109 members
Entering Unmasked Estep
Score: -23311186.000000 Penalty: 6001.029297
Iteration 31Q: 3 clusters Score -2.331119e+07 nChanged 1447
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117585 members
Mstep: Class 2 contains 62080 members
Entering Unmasked Estep
Score: -23311512.000000 Penalty: 6001.029297
Iteration 32Q: 3 clusters Score -2.331151e+07 nChanged 1499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117640 members
Mstep: Class 2 contains 62025 members
Entering Unmasked Estep
Score: -23311790.000000 Penalty: 6001.029297
Iteration 33Q: 3 clusters Score -2.331179e+07 nChanged 1569
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117675 members
Mstep: Class 2 contains 61990 members
Entering Unmasked Estep
Score: -23312158.000000 Penalty: 6001.029297
Iteration 34Q: 3 clusters Score -2.331216e+07 nChanged 1525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117752 members
Mstep: Class 2 contains 61913 members
Entering Unmasked Estep
Score: -23312380.000000 Penalty: 6001.029297
Iteration 35Q: 3 clusters Score -2.331238e+07 nChanged 1465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117801 members
Mstep: Class 2 contains 61864 members
Entering Unmasked Estep
Score: -23312670.000000 Penalty: 6001.029297
Iteration 36Q: 3 clusters Score -2.331267e+07 nChanged 1510
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117885 members
Mstep: Class 2 contains 61780 members
Entering Unmasked Estep
Score: -23313020.000000 Penalty: 6001.029297
Iteration 37Q: 3 clusters Score -2.331302e+07 nChanged 1471
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118020 members
Mstep: Class 2 contains 61645 members
Entering Unmasked Estep
Score: -23313156.000000 Penalty: 6001.029297
Iteration 38Q: 3 clusters Score -2.331316e+07 nChanged 1398
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118186 members
Mstep: Class 2 contains 61479 members
Entering Unmasked Estep
Score: -23313486.000000 Penalty: 6001.029297
Iteration 39Q: 3 clusters Score -2.331349e+07 nChanged 1424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118358 members
Mstep: Class 2 contains 61307 members
Entering Unmasked Estep
Score: -23313962.000000 Penalty: 6001.029297
Iteration 40F: 3 clusters Score -2.331396e+07 nChanged 1447
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118615 members
Mstep: Class 2 contains 61050 members
Entering Unmasked Estep
Score: -23314240.000000 Penalty: 6001.029297
Iteration 41Q: 3 clusters Score -2.331424e+07 nChanged 1434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118911 members
Mstep: Class 2 contains 60754 members
Entering Unmasked Estep
Score: -23314574.000000 Penalty: 6001.029297
Iteration 42Q: 3 clusters Score -2.331457e+07 nChanged 1348
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119215 members
Mstep: Class 2 contains 60450 members
Entering Unmasked Estep
Score: -23314878.000000 Penalty: 6001.029297
Iteration 43Q: 3 clusters Score -2.331488e+07 nChanged 1281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119568 members
Mstep: Class 2 contains 60097 members
Entering Unmasked Estep
Score: -23315134.000000 Penalty: 6001.029297
Iteration 44Q: 3 clusters Score -2.331513e+07 nChanged 1235
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119951 members
Mstep: Class 2 contains 59714 members
Entering Unmasked Estep
Score: -23315400.000000 Penalty: 6001.029297
Iteration 45Q: 3 clusters Score -2.33154e+07 nChanged 1234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120385 members
Mstep: Class 2 contains 59280 members
Entering Unmasked Estep
Score: -23315590.000000 Penalty: 6001.029297
Iteration 46Q: 3 clusters Score -2.331559e+07 nChanged 1203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120838 members
Mstep: Class 2 contains 58827 members
Entering Unmasked Estep
Score: -23315746.000000 Penalty: 6001.029297
Iteration 47Q: 3 clusters Score -2.331575e+07 nChanged 1149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121255 members
Mstep: Class 2 contains 58410 members
Entering Unmasked Estep
Score: -23315982.000000 Penalty: 6001.029297
Iteration 48Q: 3 clusters Score -2.331598e+07 nChanged 1102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121639 members
Mstep: Class 2 contains 58026 members
Entering Unmasked Estep
Score: -23316076.000000 Penalty: 6001.029297
Iteration 49Q: 3 clusters Score -2.331608e+07 nChanged 979
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122052 members
Mstep: Class 2 contains 57613 members
Entering Unmasked Estep
Score: -23316262.000000 Penalty: 6001.029297
Iteration 50Q: 3 clusters Score -2.331626e+07 nChanged 907
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122461 members
Mstep: Class 2 contains 57204 members
Entering Unmasked Estep
Score: -23316470.000000 Penalty: 6001.029297
Iteration 51Q: 3 clusters Score -2.331647e+07 nChanged 910
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122929 members
Mstep: Class 2 contains 56736 members
Entering Unmasked Estep
Score: -23316618.000000 Penalty: 6001.029297
Iteration 52Q: 3 clusters Score -2.331662e+07 nChanged 899
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123392 members
Mstep: Class 2 contains 56273 members
Entering Unmasked Estep
Score: -23316714.000000 Penalty: 6001.029297
Iteration 53Q: 3 clusters Score -2.331671e+07 nChanged 886
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123882 members
Mstep: Class 2 contains 55783 members
Entering Unmasked Estep
Score: -23316896.000000 Penalty: 6001.029297
Iteration 54Q: 3 clusters Score -2.33169e+07 nChanged 849
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124367 members
Mstep: Class 2 contains 55298 members
Entering Unmasked Estep
Score: -23316994.000000 Penalty: 6001.029297
Iteration 55Q: 3 clusters Score -2.331699e+07 nChanged 799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124806 members
Mstep: Class 2 contains 54859 members
Entering Unmasked Estep
Score: -23317108.000000 Penalty: 6001.029297
Iteration 56Q: 3 clusters Score -2.331711e+07 nChanged 767
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125267 members
Mstep: Class 2 contains 54398 members
Entering Unmasked Estep
Score: -23317218.000000 Penalty: 6001.029297
Iteration 57Q: 3 clusters Score -2.331722e+07 nChanged 733
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125788 members
Mstep: Class 2 contains 53877 members
Entering Unmasked Estep
Score: -23317346.000000 Penalty: 6001.029297
Iteration 58Q: 3 clusters Score -2.331735e+07 nChanged 722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126300 members
Mstep: Class 2 contains 53365 members
Entering Unmasked Estep
Score: -23317464.000000 Penalty: 6001.029297
Iteration 59Q: 3 clusters Score -2.331746e+07 nChanged 673
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126813 members
Mstep: Class 2 contains 52852 members
Entering Unmasked Estep
Score: -23317570.000000 Penalty: 6001.029297
Iteration 60F: 3 clusters Score -2.331757e+07 nChanged 678
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127369 members
Mstep: Class 2 contains 52296 members
Entering Unmasked Estep
Score: -23317694.000000 Penalty: 6001.029297
Iteration 61Q: 3 clusters Score -2.331769e+07 nChanged 697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127980 members
Mstep: Class 2 contains 51685 members
Entering Unmasked Estep
Score: -23317776.000000 Penalty: 6001.029297
Iteration 62Q: 3 clusters Score -2.331778e+07 nChanged 696
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128620 members
Mstep: Class 2 contains 51045 members
Entering Unmasked Estep
Score: -23317832.000000 Penalty: 6001.029297
Iteration 63Q: 3 clusters Score -2.331783e+07 nChanged 690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129268 members
Mstep: Class 2 contains 50397 members
Entering Unmasked Estep
Score: -23317956.000000 Penalty: 6001.029297
Iteration 64Q: 3 clusters Score -2.331796e+07 nChanged 671
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129905 members
Mstep: Class 2 contains 49760 members
Entering Unmasked Estep
Score: -23318066.000000 Penalty: 6001.029297
Iteration 65Q: 3 clusters Score -2.331807e+07 nChanged 652
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 130525 members
Mstep: Class 2 contains 49140 members
Entering Unmasked Estep
Score: -23318088.000000 Penalty: 6001.029297
Iteration 66Q: 3 clusters Score -2.331809e+07 nChanged 623
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131136 members
Mstep: Class 2 contains 48529 members
Entering Unmasked Estep
Score: -23318210.000000 Penalty: 6001.029297
Iteration 67Q: 3 clusters Score -2.331821e+07 nChanged 611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131735 members
Mstep: Class 2 contains 47930 members
Entering Unmasked Estep
Score: -23318346.000000 Penalty: 6001.029297
Iteration 68Q: 3 clusters Score -2.331835e+07 nChanged 653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132378 members
Mstep: Class 2 contains 47287 members
Entering Unmasked Estep
Score: -23318468.000000 Penalty: 6001.029297
Iteration 69Q: 3 clusters Score -2.331847e+07 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133024 members
Mstep: Class 2 contains 46641 members
Entering Unmasked Estep
Score: -23318468.000000 Penalty: 6001.029297
Iteration 70Q: 3 clusters Score -2.331847e+07 nChanged 619
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133641 members
Mstep: Class 2 contains 46024 members
Entering Unmasked Estep
Score: -23318618.000000 Penalty: 6001.029297
Iteration 71Q: 3 clusters Score -2.331862e+07 nChanged 624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134265 members
Mstep: Class 2 contains 45400 members
Entering Unmasked Estep
Score: -23318730.000000 Penalty: 6001.029297
Iteration 72Q: 3 clusters Score -2.331873e+07 nChanged 645
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 134910 members
Mstep: Class 2 contains 44755 members
Entering Unmasked Estep
Score: -23318782.000000 Penalty: 6001.029297
Iteration 73Q: 3 clusters Score -2.331878e+07 nChanged 685
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135595 members
Mstep: Class 2 contains 44070 members
Entering Unmasked Estep
Score: -23318786.000000 Penalty: 6001.029297
Iteration 74Q: 3 clusters Score -2.331879e+07 nChanged 750
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136345 members
Mstep: Class 2 contains 43320 members
Entering Unmasked Estep
Score: -23318718.000000 Penalty: 6001.029297
Iteration 75Q: 3 clusters Score -2.331872e+07 nChanged 765
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137110 members
Mstep: Class 2 contains 42555 members
Entering Unmasked Estep
Score: -23318738.000000 Penalty: 6001.029297
Iteration 76Q: 3 clusters Score -2.331874e+07 nChanged 786
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137896 members
Mstep: Class 2 contains 41769 members
Entering Unmasked Estep
Score: -23318778.000000 Penalty: 6001.029297
Iteration 77Q: 3 clusters Score -2.331878e+07 nChanged 778
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 138674 members
Mstep: Class 2 contains 40991 members
Entering Unmasked Estep
Score: -23318844.000000 Penalty: 6001.029297
Iteration 78Q: 3 clusters Score -2.331884e+07 nChanged 752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139426 members
Mstep: Class 2 contains 40239 members
Entering Unmasked Estep
Score: -23318872.000000 Penalty: 6001.029297
Iteration 79Q: 3 clusters Score -2.331887e+07 nChanged 734
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140160 members
Mstep: Class 2 contains 39505 members
Entering Unmasked Estep
Score: -23318954.000000 Penalty: 6001.029297
Iteration 80F: 3 clusters Score -2.331895e+07 nChanged 784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140944 members
Mstep: Class 2 contains 38721 members
Entering Unmasked Estep
Score: -23319092.000000 Penalty: 6001.029297
Iteration 81Q: 3 clusters Score -2.331909e+07 nChanged 795
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141739 members
Mstep: Class 2 contains 37926 members
Entering Unmasked Estep
Score: -23319270.000000 Penalty: 6001.029297
Iteration 82Q: 3 clusters Score -2.331927e+07 nChanged 791
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142530 members
Mstep: Class 2 contains 37135 members
Entering Unmasked Estep
Score: -23319416.000000 Penalty: 6001.029297
Iteration 83Q: 3 clusters Score -2.331942e+07 nChanged 821
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143351 members
Mstep: Class 2 contains 36314 members
Entering Unmasked Estep
Score: -23319562.000000 Penalty: 6001.029297
Iteration 84Q: 3 clusters Score -2.331956e+07 nChanged 892
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144243 members
Mstep: Class 2 contains 35422 members
Entering Unmasked Estep
Score: -23319722.000000 Penalty: 6001.029297
Iteration 85Q: 3 clusters Score -2.331972e+07 nChanged 916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145159 members
Mstep: Class 2 contains 34506 members
Entering Unmasked Estep
Score: -23319800.000000 Penalty: 6001.029297
Iteration 86Q: 3 clusters Score -2.33198e+07 nChanged 1004
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146163 members
Mstep: Class 2 contains 33502 members
Entering Unmasked Estep
Score: -23320044.000000 Penalty: 6001.029297
Iteration 87Q: 3 clusters Score -2.332004e+07 nChanged 1088
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147251 members
Mstep: Class 2 contains 32414 members
Entering Unmasked Estep
Score: -23320240.000000 Penalty: 6001.029297
Iteration 88Q: 3 clusters Score -2.332024e+07 nChanged 1116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148367 members
Mstep: Class 2 contains 31298 members
Entering Unmasked Estep
Score: -23320428.000000 Penalty: 6001.029297
Iteration 89Q: 3 clusters Score -2.332043e+07 nChanged 1175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149542 members
Mstep: Class 2 contains 30123 members
Entering Unmasked Estep
Score: -23320672.000000 Penalty: 6001.029297
Iteration 90Q: 3 clusters Score -2.332067e+07 nChanged 1160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150702 members
Mstep: Class 2 contains 28963 members
Entering Unmasked Estep
Score: -23320880.000000 Penalty: 6001.029297
Iteration 91Q: 3 clusters Score -2.332088e+07 nChanged 1198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151900 members
Mstep: Class 2 contains 27765 members
Entering Unmasked Estep
Score: -23321086.000000 Penalty: 6001.029297
Iteration 92Q: 3 clusters Score -2.332109e+07 nChanged 1304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153204 members
Mstep: Class 2 contains 26461 members
Entering Unmasked Estep
Score: -23321344.000000 Penalty: 6001.029297
Iteration 93Q: 3 clusters Score -2.332134e+07 nChanged 1332
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154530 members
Mstep: Class 2 contains 25135 members
Entering Unmasked Estep
Score: -23321612.000000 Penalty: 6001.029297
Iteration 94Q: 3 clusters Score -2.332161e+07 nChanged 1430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155956 members
Mstep: Class 2 contains 23709 members
Entering Unmasked Estep
Score: -23321910.000000 Penalty: 6001.029297
Iteration 95Q: 3 clusters Score -2.332191e+07 nChanged 1434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 157390 members
Mstep: Class 2 contains 22275 members
Entering Unmasked Estep
Score: -23322138.000000 Penalty: 6001.029297
Iteration 96Q: 3 clusters Score -2.332214e+07 nChanged 1412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158802 members
Mstep: Class 2 contains 20863 members
Entering Unmasked Estep
Score: -23322352.000000 Penalty: 6001.029297
Iteration 97Q: 3 clusters Score -2.332235e+07 nChanged 1456
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 160258 members
Mstep: Class 2 contains 19407 members
Entering Unmasked Estep
Score: -23322644.000000 Penalty: 6001.029297
Iteration 98Q: 3 clusters Score -2.332264e+07 nChanged 1464
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 161722 members
Mstep: Class 2 contains 17943 members
Entering Unmasked Estep
Score: -23323070.000000 Penalty: 6001.029297
Iteration 99Q: 3 clusters Score -2.332307e+07 nChanged 1480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163198 members
Mstep: Class 2 contains 16467 members
Entering Unmasked Estep
Score: -23323270.000000 Penalty: 6001.029297
Iteration 100F: 3 clusters Score -2.332327e+07 nChanged 1428
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164622 members
Mstep: Class 2 contains 15043 members
Entering Unmasked Estep
Score: -23323594.000000 Penalty: 6001.029297
Iteration 101Q: 3 clusters Score -2.332359e+07 nChanged 1285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 165899 members
Mstep: Class 2 contains 13766 members
Entering Unmasked Estep
Score: -23323860.000000 Penalty: 6001.029297
Iteration 102Q: 3 clusters Score -2.332386e+07 nChanged 1189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167074 members
Mstep: Class 2 contains 12591 members
Entering Unmasked Estep
Score: -23324048.000000 Penalty: 6001.029297
Iteration 103Q: 3 clusters Score -2.332405e+07 nChanged 1087
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168139 members
Mstep: Class 2 contains 11526 members
Entering Unmasked Estep
Score: -23323984.000000 Penalty: 6001.029297
Iteration 104Q: 3 clusters Score -2.332398e+07 nChanged 997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169124 members
Mstep: Class 2 contains 10541 members
Entering Unmasked Estep
Score: -23323902.000000 Penalty: 6001.029297
Iteration 105Q: 3 clusters Score -2.33239e+07 nChanged 847
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169957 members
Mstep: Class 2 contains 9708 members
Entering Unmasked Estep
Score: -23323964.000000 Penalty: 6001.029297
Iteration 106Q: 3 clusters Score -2.332396e+07 nChanged 735
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 170666 members
Mstep: Class 2 contains 8999 members
Entering Unmasked Estep
Score: -23323922.000000 Penalty: 6001.029297
Iteration 107Q: 3 clusters Score -2.332392e+07 nChanged 649
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171287 members
Mstep: Class 2 contains 8378 members
Entering Unmasked Estep
Score: -23323846.000000 Penalty: 6001.029297
Iteration 108Q: 3 clusters Score -2.332385e+07 nChanged 549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171808 members
Mstep: Class 2 contains 7857 members
Entering Unmasked Estep
Score: -23323756.000000 Penalty: 6001.029297
Iteration 109Q: 3 clusters Score -2.332376e+07 nChanged 480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172254 members
Mstep: Class 2 contains 7411 members
Entering Unmasked Estep
Score: -23323718.000000 Penalty: 6001.029297
Iteration 110Q: 3 clusters Score -2.332372e+07 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172651 members
Mstep: Class 2 contains 7014 members
Entering Unmasked Estep
Score: -23323694.000000 Penalty: 6001.029297
Iteration 111Q: 3 clusters Score -2.332369e+07 nChanged 391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173008 members
Mstep: Class 2 contains 6657 members
Entering Unmasked Estep
Score: -23323576.000000 Penalty: 6001.029297
Iteration 112Q: 3 clusters Score -2.332358e+07 nChanged 358
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173342 members
Mstep: Class 2 contains 6323 members
Entering Unmasked Estep
Score: -23323488.000000 Penalty: 6001.029297
Iteration 113Q: 3 clusters Score -2.332349e+07 nChanged 313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173621 members
Mstep: Class 2 contains 6044 members
Entering Unmasked Estep
Score: -23323376.000000 Penalty: 6001.029297
Iteration 114Q: 3 clusters Score -2.332338e+07 nChanged 276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173873 members
Mstep: Class 2 contains 5792 members
Entering Unmasked Estep
Score: -23323310.000000 Penalty: 6001.029297
Iteration 115Q: 3 clusters Score -2.332331e+07 nChanged 260
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174109 members
Mstep: Class 2 contains 5556 members
Entering Unmasked Estep
Score: -23323208.000000 Penalty: 6001.029297
Iteration 116Q: 3 clusters Score -2.332321e+07 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174309 members
Mstep: Class 2 contains 5356 members
Entering Unmasked Estep
Score: -23323146.000000 Penalty: 6001.029297
Iteration 117Q: 3 clusters Score -2.332315e+07 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174491 members
Mstep: Class 2 contains 5174 members
Entering Unmasked Estep
Score: -23323060.000000 Penalty: 6001.029297
Iteration 118Q: 3 clusters Score -2.332306e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174636 members
Mstep: Class 2 contains 5029 members
Entering Unmasked Estep
Score: -23323022.000000 Penalty: 6001.029297
Iteration 119Q: 3 clusters Score -2.332302e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174773 members
Mstep: Class 2 contains 4892 members
Entering Unmasked Estep
Score: -23322982.000000 Penalty: 6001.029297
Iteration 120F: 3 clusters Score -2.332298e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174889 members
Mstep: Class 2 contains 4776 members
Entering Unmasked Estep
Score: -23322926.000000 Penalty: 6001.029297
Iteration 121Q: 3 clusters Score -2.332293e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174985 members
Mstep: Class 2 contains 4680 members
Entering Unmasked Estep
Score: -23322878.000000 Penalty: 6001.029297
Iteration 122Q: 3 clusters Score -2.332288e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175074 members
Mstep: Class 2 contains 4591 members
Entering Unmasked Estep
Score: -23322842.000000 Penalty: 6001.029297
Iteration 123Q: 3 clusters Score -2.332284e+07 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175148 members
Mstep: Class 2 contains 4517 members
Entering Unmasked Estep
Score: -23322754.000000 Penalty: 6001.029297
Iteration 124Q: 3 clusters Score -2.332275e+07 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175233 members
Mstep: Class 2 contains 4432 members
Entering Unmasked Estep
Score: -23322718.000000 Penalty: 6001.029297
Iteration 125Q: 3 clusters Score -2.332272e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175300 members
Mstep: Class 2 contains 4365 members
Entering Unmasked Estep
Score: -23322660.000000 Penalty: 6001.029297
Iteration 126Q: 3 clusters Score -2.332266e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175360 members
Mstep: Class 2 contains 4305 members
Entering Unmasked Estep
Score: -23322618.000000 Penalty: 6001.029297
Iteration 127Q: 3 clusters Score -2.332262e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175414 members
Mstep: Class 2 contains 4251 members
Entering Unmasked Estep
Score: -23322594.000000 Penalty: 6001.029297
Iteration 128Q: 3 clusters Score -2.332259e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175480 members
Mstep: Class 2 contains 4185 members
Entering Unmasked Estep
Score: -23322564.000000 Penalty: 6001.029297
Iteration 129Q: 3 clusters Score -2.332256e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175533 members
Mstep: Class 2 contains 4132 members
Entering Unmasked Estep
Score: -23322512.000000 Penalty: 6001.029297
Iteration 130Q: 3 clusters Score -2.332251e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175592 members
Mstep: Class 2 contains 4073 members
Entering Unmasked Estep
Score: -23322482.000000 Penalty: 6001.029297
Iteration 131Q: 3 clusters Score -2.332248e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175642 members
Mstep: Class 2 contains 4023 members
Entering Unmasked Estep
Score: -23322464.000000 Penalty: 6001.029297
Iteration 132Q: 3 clusters Score -2.332246e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175699 members
Mstep: Class 2 contains 3966 members
Entering Unmasked Estep
Score: -23322442.000000 Penalty: 6001.029297
Iteration 133Q: 3 clusters Score -2.332244e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175749 members
Mstep: Class 2 contains 3916 members
Entering Unmasked Estep
Score: -23322410.000000 Penalty: 6001.029297
Iteration 134Q: 3 clusters Score -2.332241e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175785 members
Mstep: Class 2 contains 3880 members
Entering Unmasked Estep
Score: -23322400.000000 Penalty: 6001.029297
Iteration 135Q: 3 clusters Score -2.33224e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175828 members
Mstep: Class 2 contains 3837 members
Entering Unmasked Estep
Score: -23322392.000000 Penalty: 6001.029297
Iteration 136Q: 3 clusters Score -2.332239e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175861 members
Mstep: Class 2 contains 3804 members
Entering Unmasked Estep
Score: -23322388.000000 Penalty: 6001.029297
Iteration 137Q: 3 clusters Score -2.332239e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175895 members
Mstep: Class 2 contains 3770 members
Entering Unmasked Estep
Score: -23322384.000000 Penalty: 6001.029297
Iteration 138Q: 3 clusters Score -2.332238e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175924 members
Mstep: Class 2 contains 3741 members
Entering Unmasked Estep
Score: -23322352.000000 Penalty: 6001.029297
Iteration 139Q: 3 clusters Score -2.332235e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175957 members
Mstep: Class 2 contains 3708 members
Entering Unmasked Estep
Score: -23322318.000000 Penalty: 6001.029297
Iteration 140F: 3 clusters Score -2.332232e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175993 members
Mstep: Class 2 contains 3672 members
Entering Unmasked Estep
Score: -23322308.000000 Penalty: 6001.029297
Iteration 141Q: 3 clusters Score -2.332231e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176031 members
Mstep: Class 2 contains 3634 members
Entering Unmasked Estep
Score: -23322292.000000 Penalty: 6001.029297
Iteration 142Q: 3 clusters Score -2.332229e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176056 members
Mstep: Class 2 contains 3609 members
Entering Unmasked Estep
Score: -23322264.000000 Penalty: 6001.029297
Iteration 143Q: 3 clusters Score -2.332226e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176069 members
Mstep: Class 2 contains 3596 members
Entering Unmasked Estep
Score: -23322258.000000 Penalty: 6001.029297
Iteration 144Q: 3 clusters Score -2.332226e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176083 members
Mstep: Class 2 contains 3582 members
Entering Unmasked Estep
Score: -23322270.000000 Penalty: 6001.029297
Iteration 145Q: 3 clusters Score -2.332227e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176095 members
Mstep: Class 2 contains 3570 members
Entering Unmasked Estep
Score: -23322242.000000 Penalty: 6001.029297
Iteration 146Q: 3 clusters Score -2.332224e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176103 members
Mstep: Class 2 contains 3562 members
Entering Unmasked Estep
Score: -23322272.000000 Penalty: 6001.029297
Iteration 147Q: 3 clusters Score -2.332227e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176107 members
Mstep: Class 2 contains 3558 members
Entering Unmasked Estep
Score: -23322288.000000 Penalty: 6001.029297
Iteration 148Q: 3 clusters Score -2.332229e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176109 members
Mstep: Class 2 contains 3556 members
Entering Unmasked Estep
Score: -23322272.000000 Penalty: 6001.029297
Iteration 149Q: 3 clusters Score -2.332227e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176114 members
Mstep: Class 2 contains 3551 members
Entering Unmasked Estep
Score: -23322252.000000 Penalty: 6001.029297
Iteration 150Q: 3 clusters Score -2.332225e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176115 members
Mstep: Class 2 contains 3550 members
Entering Unmasked Estep
Score: -23322264.000000 Penalty: 6001.029297
Iteration 151Q: 3 clusters Score -2.332226e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176117 members
Mstep: Class 2 contains 3548 members
Entering Unmasked Estep
Score: -23322262.000000 Penalty: 6001.029297
Iteration 152Q: 3 clusters Score -2.332226e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176117 members
Mstep: Class 2 contains 3548 members
Entering Unmasked Estep
Score: -23322240.000000 Penalty: 6001.029297
Iteration 153Q: 3 clusters Score -2.332224e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176119 members
Mstep: Class 2 contains 3546 members
Entering Unmasked Estep
Score: -23322260.000000 Penalty: 6001.029297
Iteration 154Q: 3 clusters Score -2.332226e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176123 members
Mstep: Class 2 contains 3542 members
Entering Unmasked Estep
Score: -23322238.000000 Penalty: 6001.029297
Iteration 155Q: 3 clusters Score -2.332224e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176128 members
Mstep: Class 2 contains 3537 members
Entering Unmasked Estep
Score: -23322254.000000 Penalty: 6001.029297
Iteration 156Q: 3 clusters Score -2.332225e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176134 members
Mstep: Class 2 contains 3531 members
Entering Unmasked Estep
Score: -23322258.000000 Penalty: 6001.029297
Iteration 157Q: 3 clusters Score -2.332226e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176139 members
Mstep: Class 2 contains 3526 members
Entering Unmasked Estep
Score: -23322240.000000 Penalty: 6001.029297
Iteration 158Q: 3 clusters Score -2.332224e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176143 members
Mstep: Class 2 contains 3522 members
Entering Unmasked Estep
Score: -23322238.000000 Penalty: 6001.029297
Iteration 159Q: 3 clusters Score -2.332224e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176151 members
Mstep: Class 2 contains 3514 members
Entering Unmasked Estep
Score: -23322232.000000 Penalty: 6001.029297
Iteration 160F: 3 clusters Score -2.332223e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176154 members
Mstep: Class 2 contains 3511 members
Entering Unmasked Estep
Score: -23322240.000000 Penalty: 6001.029297
Iteration 161Q: 3 clusters Score -2.332224e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176156 members
Mstep: Class 2 contains 3509 members
Entering Unmasked Estep
Score: -23322244.000000 Penalty: 6001.029297
Iteration 162Q: 3 clusters Score -2.332224e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176159 members
Mstep: Class 2 contains 3506 members
Entering Unmasked Estep
Score: -23322238.000000 Penalty: 6001.029297
Iteration 163Q: 3 clusters Score -2.332224e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176162 members
Mstep: Class 2 contains 3503 members
Entering Unmasked Estep
Score: -23322244.000000 Penalty: 6001.029297
Iteration 164Q: 3 clusters Score -2.332224e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176163 members
Mstep: Class 2 contains 3502 members
Entering Unmasked Estep
Score: -23322252.000000 Penalty: 6001.029297
Iteration 165Q: 3 clusters Score -2.332225e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176165 members
Mstep: Class 2 contains 3500 members
Entering Unmasked Estep
Score: -23322244.000000 Penalty: 6001.029297
Iteration 166Q: 3 clusters Score -2.332224e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176166 members
Mstep: Class 2 contains 3499 members
Entering Unmasked Estep
Score: -23322238.000000 Penalty: 6001.029297
Iteration 167Q: 3 clusters Score -2.332224e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176165 members
Mstep: Class 2 contains 3500 members
Entering Unmasked Estep
Score: -23322242.000000 Penalty: 6001.029297
Iteration 168Q: 3 clusters Score -2.332224e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176167 members
Mstep: Class 2 contains 3498 members
Entering Unmasked Estep
Score: -23322250.000000 Penalty: 6001.029297
Iteration 169Q: 3 clusters Score -2.332225e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176167 members
Mstep: Class 2 contains 3498 members
Entering Unmasked Estep
Score: -23322238.000000 Penalty: 6001.029297
Iteration 170Q: 3 clusters Score -2.332224e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176168 members
Mstep: Class 2 contains 3497 members
Entering Unmasked Estep
Score: -23322234.000000 Penalty: 6001.029297
Iteration 171Q: 3 clusters Score -2.332223e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176170 members
Mstep: Class 2 contains 3495 members
Entering Unmasked Estep
Score: -23322228.000000 Penalty: 6001.029297
Iteration 172Q: 3 clusters Score -2.332223e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176169 members
Mstep: Class 2 contains 3496 members
Entering Unmasked Estep
Score: -23322228.000000 Penalty: 6001.029297
Iteration 173Q: 3 clusters Score -2.332223e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176170 members
Mstep: Class 2 contains 3495 members
Entering Unmasked Estep
Score: -23322228.000000 Penalty: 6001.029297
Iteration 174Q: 3 clusters Score -2.332223e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176173 members
Mstep: Class 2 contains 3492 members
Entering Unmasked Estep
Score: -23322234.000000 Penalty: 6001.029297
Iteration 175Q: 3 clusters Score -2.332223e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176176 members
Mstep: Class 2 contains 3489 members
Entering Unmasked Estep
Score: -23322234.000000 Penalty: 6001.029297
Iteration 176Q: 3 clusters Score -2.332223e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176181 members
Mstep: Class 2 contains 3484 members
Entering Unmasked Estep
Score: -23322220.000000 Penalty: 6001.029297
Iteration 177Q: 3 clusters Score -2.332222e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176187 members
Mstep: Class 2 contains 3478 members
Entering Unmasked Estep
Score: -23322220.000000 Penalty: 6001.029297
Iteration 178Q: 3 clusters Score -2.332222e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176191 members
Mstep: Class 2 contains 3474 members
Entering Unmasked Estep
Score: -23322220.000000 Penalty: 6001.029297
Iteration 179Q: 3 clusters Score -2.332222e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176197 members
Mstep: Class 2 contains 3468 members
Entering Unmasked Estep
Score: -23322208.000000 Penalty: 6001.029297
Iteration 180F: 3 clusters Score -2.332221e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176199 members
Mstep: Class 2 contains 3466 members
Entering Unmasked Estep
Score: -23322198.000000 Penalty: 6001.029297
Iteration 181Q: 3 clusters Score -2.33222e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176201 members
Mstep: Class 2 contains 3464 members
Entering Unmasked Estep
Score: -23322212.000000 Penalty: 6001.029297
Iteration 182Q: 3 clusters Score -2.332221e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176204 members
Mstep: Class 2 contains 3461 members
Entering Unmasked Estep
Score: -23322202.000000 Penalty: 6001.029297
Iteration 183Q: 3 clusters Score -2.33222e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176205 members
Mstep: Class 2 contains 3460 members
Entering Unmasked Estep
Score: -23322206.000000 Penalty: 6001.029297
Iteration 184Q: 3 clusters Score -2.332221e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176206 members
Mstep: Class 2 contains 3459 members
Entering Unmasked Estep
Score: -23322210.000000 Penalty: 6001.029297
Iteration 185Q: 3 clusters Score -2.332221e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176207 members
Mstep: Class 2 contains 3458 members
Entering Unmasked Estep
Score: -23322208.000000 Penalty: 6001.029297
Iteration 186Q: 3 clusters Score -2.332221e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176205 members
Mstep: Class 2 contains 3460 members
Entering Unmasked Estep
Score: -23322202.000000 Penalty: 6001.029297
Iteration 187Q: 3 clusters Score -2.33222e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176205 members
Mstep: Class 2 contains 3460 members
Entering Unmasked Estep
Score: -23322198.000000 Penalty: 6001.029297
Iteration 188Q: 3 clusters Score -2.33222e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176205 members
Mstep: Class 2 contains 3460 members
Entering Unmasked Estep
Score: -23322208.000000 Penalty: 6001.029297
Iteration 189Q: 3 clusters Score -2.332221e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176206 members
Mstep: Class 2 contains 3459 members
Entering Unmasked Estep
Score: -23322222.000000 Penalty: 6001.029297
Iteration 190Q: 3 clusters Score -2.332222e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176206 members
Mstep: Class 2 contains 3459 members
Entering Unmasked Estep
Score: -23322222.000000 Penalty: 6001.029297
Iteration 191F: 3 clusters Score -2.332222e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (262917 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 262917 members
Entering Unmasked Estep
Score: -33698932.000000 Penalty: 3094.939209
Iteration 0F: 2 clusters Score -3.369893e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131400 members
Mstep: Class 2 contains 131517 members
Entering Unmasked Estep
Score: -33542486.000000 Penalty: 6189.878418
Iteration 0F: 3 clusters Score -3.354249e+07 nChanged 126889
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128543 members
Mstep: Class 2 contains 134374 members
Entering Unmasked Estep
Score: -33617996.000000 Penalty: 6189.878418
Iteration 1F: 3 clusters Score -3.3618e+07 nChanged 8570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126279 members
Mstep: Class 2 contains 136638 members
Entering Unmasked Estep
Score: -33621060.000000 Penalty: 6189.878418
Iteration 2Q: 3 clusters Score -3.362106e+07 nChanged 10757
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122458 members
Mstep: Class 2 contains 140459 members
Entering Unmasked Estep
Score: -33625936.000000 Penalty: 6189.878418
Iteration 3Q: 3 clusters Score -3.362594e+07 nChanged 14299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116023 members
Mstep: Class 2 contains 146894 members
Entering Unmasked Estep
Score: -33633340.000000 Penalty: 6189.878418
Iteration 4F: 3 clusters Score -3.363334e+07 nChanged 18220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106203 members
Mstep: Class 2 contains 156714 members
Entering Unmasked Estep
Score: -33645116.000000 Penalty: 6189.878418
Iteration 5F: 3 clusters Score -3.364512e+07 nChanged 20646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93417 members
Mstep: Class 2 contains 169500 members
Entering Unmasked Estep
Score: -33661856.000000 Penalty: 6189.878418
Iteration 6F: 3 clusters Score -3.366186e+07 nChanged 19868
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79701 members
Mstep: Class 2 contains 183216 members
Entering Unmasked Estep
Score: -33679192.000000 Penalty: 6189.878418
Iteration 7F: 3 clusters Score -3.367919e+07 nChanged 15501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68340 members
Mstep: Class 2 contains 194577 members
Entering Unmasked Estep
Score: -33691228.000000 Penalty: 6189.878418
Iteration 8F: 3 clusters Score -3.369123e+07 nChanged 10319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59763 members
Mstep: Class 2 contains 203154 members
Entering Unmasked Estep
Score: -33696084.000000 Penalty: 6189.878418
Iteration 9Q: 3 clusters Score -3.369608e+07 nChanged 7799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52104 members
Mstep: Class 2 contains 210813 members
Entering Unmasked Estep
Score: -33698040.000000 Penalty: 6189.878418
Iteration 10Q: 3 clusters Score -3.369804e+07 nChanged 7049
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45067 members
Mstep: Class 2 contains 217850 members
Entering Unmasked Estep
Score: -33698796.000000 Penalty: 6189.878418
Iteration 11Q: 3 clusters Score -3.36988e+07 nChanged 6567
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38502 members
Mstep: Class 2 contains 224415 members
Entering Unmasked Estep
Score: -33699420.000000 Penalty: 6189.878418
Iteration 12Q: 3 clusters Score -3.369942e+07 nChanged 5914
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32592 members
Mstep: Class 2 contains 230325 members
Entering Unmasked Estep
Score: -33699728.000000 Penalty: 6189.878418
Iteration 13Q: 3 clusters Score -3.369973e+07 nChanged 5208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27388 members
Mstep: Class 2 contains 235529 members
Entering Unmasked Estep
Score: -33699876.000000 Penalty: 6189.878418
Iteration 14Q: 3 clusters Score -3.369988e+07 nChanged 4449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22939 members
Mstep: Class 2 contains 239978 members
Entering Unmasked Estep
Score: -33699744.000000 Penalty: 6189.878418
Iteration 15Q: 3 clusters Score -3.369974e+07 nChanged 3727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19212 members
Mstep: Class 2 contains 243705 members
Entering Unmasked Estep
Score: -33699540.000000 Penalty: 6189.878418
Iteration 16Q: 3 clusters Score -3.369954e+07 nChanged 3248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15964 members
Mstep: Class 2 contains 246953 members
Entering Unmasked Estep
Score: -33699244.000000 Penalty: 6189.878418
Iteration 17Q: 3 clusters Score -3.369924e+07 nChanged 2705
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13259 members
Mstep: Class 2 contains 249658 members
Entering Unmasked Estep
Score: -33699008.000000 Penalty: 6189.878418
Iteration 18Q: 3 clusters Score -3.369901e+07 nChanged 2243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11018 members
Mstep: Class 2 contains 251899 members
Entering Unmasked Estep
Score: -33698816.000000 Penalty: 6189.878418
Iteration 19Q: 3 clusters Score -3.369882e+07 nChanged 1837
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9181 members
Mstep: Class 2 contains 253736 members
Entering Unmasked Estep
Score: -33698576.000000 Penalty: 6189.878418
Iteration 20F: 3 clusters Score -3.369858e+07 nChanged 1759
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7422 members
Mstep: Class 2 contains 255495 members
Entering Unmasked Estep
Score: -33698392.000000 Penalty: 6189.878418
Iteration 21Q: 3 clusters Score -3.369839e+07 nChanged 1389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6033 members
Mstep: Class 2 contains 256884 members
Entering Unmasked Estep
Score: -33698112.000000 Penalty: 6189.878418
Iteration 22Q: 3 clusters Score -3.369811e+07 nChanged 1109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4924 members
Mstep: Class 2 contains 257993 members
Entering Unmasked Estep
Score: -33697900.000000 Penalty: 6189.878418
Iteration 23Q: 3 clusters Score -3.36979e+07 nChanged 867
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4057 members
Mstep: Class 2 contains 258860 members
Entering Unmasked Estep
Score: -33697824.000000 Penalty: 6189.878418
Iteration 24Q: 3 clusters Score -3.369782e+07 nChanged 630
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3427 members
Mstep: Class 2 contains 259490 members
Entering Unmasked Estep
Score: -33697680.000000 Penalty: 6189.878418
Iteration 25Q: 3 clusters Score -3.369768e+07 nChanged 501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2926 members
Mstep: Class 2 contains 259991 members
Entering Unmasked Estep
Score: -33697564.000000 Penalty: 6189.878418
Iteration 26Q: 3 clusters Score -3.369756e+07 nChanged 397
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2529 members
Mstep: Class 2 contains 260388 members
Entering Unmasked Estep
Score: -33697404.000000 Penalty: 6189.878418
Iteration 27Q: 3 clusters Score -3.36974e+07 nChanged 331
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2198 members
Mstep: Class 2 contains 260719 members
Entering Unmasked Estep
Score: -33697240.000000 Penalty: 6189.878418
Iteration 28Q: 3 clusters Score -3.369724e+07 nChanged 254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1950 members
Mstep: Class 2 contains 260967 members
Entering Unmasked Estep
Score: -33697200.000000 Penalty: 6189.878418
Iteration 29Q: 3 clusters Score -3.36972e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1757 members
Mstep: Class 2 contains 261160 members
Entering Unmasked Estep
Score: -33697156.000000 Penalty: 6189.878418
Iteration 30Q: 3 clusters Score -3.369716e+07 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1595 members
Mstep: Class 2 contains 261322 members
Entering Unmasked Estep
Score: -33697104.000000 Penalty: 6189.878418
Iteration 31Q: 3 clusters Score -3.36971e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1463 members
Mstep: Class 2 contains 261454 members
Entering Unmasked Estep
Score: -33697044.000000 Penalty: 6189.878418
Iteration 32Q: 3 clusters Score -3.369704e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1363 members
Mstep: Class 2 contains 261554 members
Entering Unmasked Estep
Score: -33696968.000000 Penalty: 6189.878418
Iteration 33Q: 3 clusters Score -3.369697e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1265 members
Mstep: Class 2 contains 261652 members
Entering Unmasked Estep
Score: -33696944.000000 Penalty: 6189.878418
Iteration 34Q: 3 clusters Score -3.369694e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1202 members
Mstep: Class 2 contains 261715 members
Entering Unmasked Estep
Score: -33696896.000000 Penalty: 6189.878418
Iteration 35Q: 3 clusters Score -3.36969e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1143 members
Mstep: Class 2 contains 261774 members
Entering Unmasked Estep
Score: -33696872.000000 Penalty: 6189.878418
Iteration 36Q: 3 clusters Score -3.369687e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1104 members
Mstep: Class 2 contains 261813 members
Entering Unmasked Estep
Score: -33696880.000000 Penalty: 6189.878418
Iteration 37Q: 3 clusters Score -3.369688e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1063 members
Mstep: Class 2 contains 261854 members
Entering Unmasked Estep
Score: -33696840.000000 Penalty: 6189.878418
Iteration 38Q: 3 clusters Score -3.369684e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1033 members
Mstep: Class 2 contains 261884 members
Entering Unmasked Estep
Score: -33696848.000000 Penalty: 6189.878418
Iteration 39Q: 3 clusters Score -3.369685e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1007 members
Mstep: Class 2 contains 261910 members
Entering Unmasked Estep
Score: -33696816.000000 Penalty: 6189.878418
Iteration 40F: 3 clusters Score -3.369682e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 981 members
Mstep: Class 2 contains 261936 members
Entering Unmasked Estep
Score: -33696832.000000 Penalty: 6189.878418
Iteration 41Q: 3 clusters Score -3.369683e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 960 members
Mstep: Class 2 contains 261957 members
Entering Unmasked Estep
Score: -33696800.000000 Penalty: 6189.878418
Iteration 42Q: 3 clusters Score -3.36968e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 936 members
Mstep: Class 2 contains 261981 members
Entering Unmasked Estep
Score: -33696784.000000 Penalty: 6189.878418
Iteration 43Q: 3 clusters Score -3.369678e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 918 members
Mstep: Class 2 contains 261999 members
Entering Unmasked Estep
Score: -33696772.000000 Penalty: 6189.878418
Iteration 44Q: 3 clusters Score -3.369677e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 902 members
Mstep: Class 2 contains 262015 members
Entering Unmasked Estep
Score: -33696768.000000 Penalty: 6189.878418
Iteration 45Q: 3 clusters Score -3.369677e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 885 members
Mstep: Class 2 contains 262032 members
Entering Unmasked Estep
Score: -33696752.000000 Penalty: 6189.878418
Iteration 46Q: 3 clusters Score -3.369675e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 875 members
Mstep: Class 2 contains 262042 members
Entering Unmasked Estep
Score: -33696768.000000 Penalty: 6189.878418
Iteration 47Q: 3 clusters Score -3.369677e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 863 members
Mstep: Class 2 contains 262054 members
Entering Unmasked Estep
Score: -33696760.000000 Penalty: 6189.878418
Iteration 48Q: 3 clusters Score -3.369676e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 853 members
Mstep: Class 2 contains 262064 members
Entering Unmasked Estep
Score: -33696788.000000 Penalty: 6189.878418
Iteration 49Q: 3 clusters Score -3.369679e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 838 members
Mstep: Class 2 contains 262079 members
Entering Unmasked Estep
Score: -33696792.000000 Penalty: 6189.878418
Iteration 50Q: 3 clusters Score -3.369679e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 823 members
Mstep: Class 2 contains 262094 members
Entering Unmasked Estep
Score: -33696764.000000 Penalty: 6189.878418
Iteration 51Q: 3 clusters Score -3.369676e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 812 members
Mstep: Class 2 contains 262105 members
Entering Unmasked Estep
Score: -33696800.000000 Penalty: 6189.878418
Iteration 52Q: 3 clusters Score -3.36968e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 804 members
Mstep: Class 2 contains 262113 members
Entering Unmasked Estep
Score: -33696792.000000 Penalty: 6189.878418
Iteration 53Q: 3 clusters Score -3.369679e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 800 members
Mstep: Class 2 contains 262117 members
Entering Unmasked Estep
Score: -33696796.000000 Penalty: 6189.878418
Iteration 54Q: 3 clusters Score -3.36968e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 798 members
Mstep: Class 2 contains 262119 members
Entering Unmasked Estep
Score: -33696800.000000 Penalty: 6189.878418
Iteration 55Q: 3 clusters Score -3.36968e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 797 members
Mstep: Class 2 contains 262120 members
Entering Unmasked Estep
Score: -33696796.000000 Penalty: 6189.878418
Iteration 56Q: 3 clusters Score -3.36968e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 796 members
Mstep: Class 2 contains 262121 members
Entering Unmasked Estep
Score: -33696796.000000 Penalty: 6189.878418
Iteration 57Q: 3 clusters Score -3.36968e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 796 members
Mstep: Class 2 contains 262121 members
Entering Unmasked Estep
Score: -33696796.000000 Penalty: 6189.878418
Iteration 58F: 3 clusters Score -3.36968e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 7 (75350 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75350 members
Entering Unmasked Estep
Score: -9437804.000000 Penalty: 2785.015137
Iteration 0F: 2 clusters Score -9437804 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37627 members
Mstep: Class 2 contains 37723 members
Entering Unmasked Estep
Score: -9386910.000000 Penalty: 5570.030273
Iteration 0F: 3 clusters Score -9386910 nChanged 35468
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37865 members
Mstep: Class 2 contains 37485 members
Entering Unmasked Estep
Score: -9406992.000000 Penalty: 5570.030273
Iteration 1F: 3 clusters Score -9406992 nChanged 2690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37895 members
Mstep: Class 2 contains 37455 members
Entering Unmasked Estep
Score: -9407648.000000 Penalty: 5570.030273
Iteration 2Q: 3 clusters Score -9407648 nChanged 2562
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37883 members
Mstep: Class 2 contains 37467 members
Entering Unmasked Estep
Score: -9408241.000000 Penalty: 5570.030273
Iteration 3Q: 3 clusters Score -9408241 nChanged 2426
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37967 members
Mstep: Class 2 contains 37383 members
Entering Unmasked Estep
Score: -9408904.000000 Penalty: 5570.030273
Iteration 4Q: 3 clusters Score -9408904 nChanged 2531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38156 members
Mstep: Class 2 contains 37194 members
Entering Unmasked Estep
Score: -9409587.000000 Penalty: 5570.030273
Iteration 5Q: 3 clusters Score -9409587 nChanged 2605
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38443 members
Mstep: Class 2 contains 36907 members
Entering Unmasked Estep
Score: -9410434.000000 Penalty: 5570.030273
Iteration 6Q: 3 clusters Score -9410434 nChanged 2745
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38894 members
Mstep: Class 2 contains 36456 members
Entering Unmasked Estep
Score: -9411217.000000 Penalty: 5570.030273
Iteration 7Q: 3 clusters Score -9411217 nChanged 2819
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39567 members
Mstep: Class 2 contains 35783 members
Entering Unmasked Estep
Score: -9412109.000000 Penalty: 5570.030273
Iteration 8Q: 3 clusters Score -9412109 nChanged 2787
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40456 members
Mstep: Class 2 contains 34894 members
Entering Unmasked Estep
Score: -9412997.000000 Penalty: 5570.030273
Iteration 9Q: 3 clusters Score -9412997 nChanged 2790
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41636 members
Mstep: Class 2 contains 33714 members
Entering Unmasked Estep
Score: -9413872.000000 Penalty: 5570.030273
Iteration 10Q: 3 clusters Score -9413872 nChanged 2781
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43165 members
Mstep: Class 2 contains 32185 members
Entering Unmasked Estep
Score: -9414719.000000 Penalty: 5570.030273
Iteration 11Q: 3 clusters Score -9414719 nChanged 2744
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45083 members
Mstep: Class 2 contains 30267 members
Entering Unmasked Estep
Score: -9415514.000000 Penalty: 5570.030273
Iteration 12Q: 3 clusters Score -9415514 nChanged 2717
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47324 members
Mstep: Class 2 contains 28026 members
Entering Unmasked Estep
Score: -9416466.000000 Penalty: 5570.030273
Iteration 13Q: 3 clusters Score -9416466 nChanged 2766
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49894 members
Mstep: Class 2 contains 25456 members
Entering Unmasked Estep
Score: -9417550.000000 Penalty: 5570.030273
Iteration 14Q: 3 clusters Score -9417550 nChanged 3027
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52859 members
Mstep: Class 2 contains 22491 members
Entering Unmasked Estep
Score: -9418924.000000 Penalty: 5570.030273
Iteration 15Q: 3 clusters Score -9418924 nChanged 3439
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56292 members
Mstep: Class 2 contains 19058 members
Entering Unmasked Estep
Score: -9420868.000000 Penalty: 5570.030273
Iteration 16Q: 3 clusters Score -9420868 nChanged 3941
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60233 members
Mstep: Class 2 contains 15117 members
Entering Unmasked Estep
Score: -9423542.000000 Penalty: 5570.030273
Iteration 17F: 3 clusters Score -9423542 nChanged 4143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64374 members
Mstep: Class 2 contains 10976 members
Entering Unmasked Estep
Score: -9427096.000000 Penalty: 5570.030273
Iteration 18F: 3 clusters Score -9427096 nChanged 3663
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68035 members
Mstep: Class 2 contains 7315 members
Entering Unmasked Estep
Score: -9430356.000000 Penalty: 5570.030273
Iteration 19Q: 3 clusters Score -9430356 nChanged 2575
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70610 members
Mstep: Class 2 contains 4740 members
Entering Unmasked Estep
Score: -9432587.000000 Penalty: 5570.030273
Iteration 20F: 3 clusters Score -9432587 nChanged 1606
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72214 members
Mstep: Class 2 contains 3136 members
Entering Unmasked Estep
Score: -9433847.000000 Penalty: 5570.030273
Iteration 21Q: 3 clusters Score -9433847 nChanged 939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73151 members
Mstep: Class 2 contains 2199 members
Entering Unmasked Estep
Score: -9434535.000000 Penalty: 5570.030273
Iteration 22Q: 3 clusters Score -9434535 nChanged 581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73726 members
Mstep: Class 2 contains 1624 members
Entering Unmasked Estep
Score: -9434942.000000 Penalty: 5570.030273
Iteration 23Q: 3 clusters Score -9434942 nChanged 336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74046 members
Mstep: Class 2 contains 1304 members
Entering Unmasked Estep
Score: -9435173.000000 Penalty: 5570.030273
Iteration 24Q: 3 clusters Score -9435173 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74227 members
Mstep: Class 2 contains 1123 members
Entering Unmasked Estep
Score: -9435284.000000 Penalty: 5570.030273
Iteration 25Q: 3 clusters Score -9435284 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74362 members
Mstep: Class 2 contains 988 members
Entering Unmasked Estep
Score: -9435377.000000 Penalty: 5570.030273
Iteration 26Q: 3 clusters Score -9435377 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74446 members
Mstep: Class 2 contains 904 members
Entering Unmasked Estep
Score: -9435450.000000 Penalty: 5570.030273
Iteration 27Q: 3 clusters Score -9435450 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74492 members
Mstep: Class 2 contains 858 members
Entering Unmasked Estep
Score: -9435467.000000 Penalty: 5570.030273
Iteration 28Q: 3 clusters Score -9435467 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74526 members
Mstep: Class 2 contains 824 members
Entering Unmasked Estep
Score: -9435485.000000 Penalty: 5570.030273
Iteration 29Q: 3 clusters Score -9435485 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74554 members
Mstep: Class 2 contains 796 members
Entering Unmasked Estep
Score: -9435513.000000 Penalty: 5570.030273
Iteration 30Q: 3 clusters Score -9435513 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74580 members
Mstep: Class 2 contains 770 members
Entering Unmasked Estep
Score: -9435533.000000 Penalty: 5570.030273
Iteration 31Q: 3 clusters Score -9435533 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74601 members
Mstep: Class 2 contains 749 members
Entering Unmasked Estep
Score: -9435531.000000 Penalty: 5570.030273
Iteration 32Q: 3 clusters Score -9435531 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74611 members
Mstep: Class 2 contains 739 members
Entering Unmasked Estep
Score: -9435543.000000 Penalty: 5570.030273
Iteration 33Q: 3 clusters Score -9435543 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74625 members
Mstep: Class 2 contains 725 members
Entering Unmasked Estep
Score: -9435542.000000 Penalty: 5570.030273
Iteration 34Q: 3 clusters Score -9435542 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74642 members
Mstep: Class 2 contains 708 members
Entering Unmasked Estep
Score: -9435559.000000 Penalty: 5570.030273
Iteration 35Q: 3 clusters Score -9435559 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74654 members
Mstep: Class 2 contains 696 members
Entering Unmasked Estep
Score: -9435559.000000 Penalty: 5570.030273
Iteration 36Q: 3 clusters Score -9435559 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74667 members
Mstep: Class 2 contains 683 members
Entering Unmasked Estep
Score: -9435574.000000 Penalty: 5570.030273
Iteration 37Q: 3 clusters Score -9435574 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74680 members
Mstep: Class 2 contains 670 members
Entering Unmasked Estep
Score: -9435579.000000 Penalty: 5570.030273
Iteration 38Q: 3 clusters Score -9435579 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74684 members
Mstep: Class 2 contains 666 members
Entering Unmasked Estep
Score: -9435586.000000 Penalty: 5570.030273
Iteration 39Q: 3 clusters Score -9435586 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74695 members
Mstep: Class 2 contains 655 members
Entering Unmasked Estep
Score: -9435582.000000 Penalty: 5570.030273
Iteration 40F: 3 clusters Score -9435582 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74698 members
Mstep: Class 2 contains 652 members
Entering Unmasked Estep
Score: -9435589.000000 Penalty: 5570.030273
Iteration 41Q: 3 clusters Score -9435589 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74701 members
Mstep: Class 2 contains 649 members
Entering Unmasked Estep
Score: -9435589.000000 Penalty: 5570.030273
Iteration 42Q: 3 clusters Score -9435589 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74704 members
Mstep: Class 2 contains 646 members
Entering Unmasked Estep
Score: -9435587.000000 Penalty: 5570.030273
Iteration 43Q: 3 clusters Score -9435587 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74705 members
Mstep: Class 2 contains 645 members
Entering Unmasked Estep
Score: -9435593.000000 Penalty: 5570.030273
Iteration 44Q: 3 clusters Score -9435593 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74706 members
Mstep: Class 2 contains 644 members
Entering Unmasked Estep
Score: -9435590.000000 Penalty: 5570.030273
Iteration 45Q: 3 clusters Score -9435590 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74708 members
Mstep: Class 2 contains 642 members
Entering Unmasked Estep
Score: -9435596.000000 Penalty: 5570.030273
Iteration 46Q: 3 clusters Score -9435596 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74708 members
Mstep: Class 2 contains 642 members
Entering Unmasked Estep
Score: -9435596.000000 Penalty: 5570.030273
Iteration 47F: 3 clusters Score -9435596 nChanged 0
Entering ConstructFrom:
Trying to split cluster 8 (17608 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17608 members
Entering Unmasked Estep
Score: -2301784.500000 Penalty: 2424.474854
Iteration 0F: 2 clusters Score -2301784 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8882 members
Mstep: Class 2 contains 8726 members
Entering Unmasked Estep
Score: -2289251.250000 Penalty: 4848.949707
Iteration 0F: 3 clusters Score -2289251 nChanged 7677
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9193 members
Mstep: Class 2 contains 8415 members
Entering Unmasked Estep
Score: -2293300.500000 Penalty: 4848.949707
Iteration 1F: 3 clusters Score -2293300 nChanged 885
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9406 members
Mstep: Class 2 contains 8202 members
Entering Unmasked Estep
Score: -2293640.500000 Penalty: 4848.949707
Iteration 2F: 3 clusters Score -2293640 nChanged 774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9676 members
Mstep: Class 2 contains 7932 members
Entering Unmasked Estep
Score: -2293922.500000 Penalty: 4848.949707
Iteration 3Q: 3 clusters Score -2293922 nChanged 681
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10011 members
Mstep: Class 2 contains 7597 members
Entering Unmasked Estep
Score: -2294182.250000 Penalty: 4848.949707
Iteration 4Q: 3 clusters Score -2294182 nChanged 648
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10397 members
Mstep: Class 2 contains 7211 members
Entering Unmasked Estep
Score: -2294437.250000 Penalty: 4848.949707
Iteration 5Q: 3 clusters Score -2294437 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10837 members
Mstep: Class 2 contains 6771 members
Entering Unmasked Estep
Score: -2294713.000000 Penalty: 4848.949707
Iteration 6Q: 3 clusters Score -2294713 nChanged 696
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11405 members
Mstep: Class 2 contains 6203 members
Entering Unmasked Estep
Score: -2295081.500000 Penalty: 4848.949707
Iteration 7Q: 3 clusters Score -2295082 nChanged 774
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12109 members
Mstep: Class 2 contains 5499 members
Entering Unmasked Estep
Score: -2295567.750000 Penalty: 4848.949707
Iteration 8Q: 3 clusters Score -2295568 nChanged 826
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12861 members
Mstep: Class 2 contains 4747 members
Entering Unmasked Estep
Score: -2296131.500000 Penalty: 4848.949707
Iteration 9Q: 3 clusters Score -2296132 nChanged 831
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13630 members
Mstep: Class 2 contains 3978 members
Entering Unmasked Estep
Score: -2296726.500000 Penalty: 4848.949707
Iteration 10Q: 3 clusters Score -2296726 nChanged 815
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14415 members
Mstep: Class 2 contains 3193 members
Entering Unmasked Estep
Score: -2297352.000000 Penalty: 4848.949707
Iteration 11Q: 3 clusters Score -2297352 nChanged 738
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15129 members
Mstep: Class 2 contains 2479 members
Entering Unmasked Estep
Score: -2297924.750000 Penalty: 4848.949707
Iteration 12Q: 3 clusters Score -2297925 nChanged 573
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15690 members
Mstep: Class 2 contains 1918 members
Entering Unmasked Estep
Score: -2298359.000000 Penalty: 4848.949707
Iteration 13Q: 3 clusters Score -2298359 nChanged 455
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16133 members
Mstep: Class 2 contains 1475 members
Entering Unmasked Estep
Score: -2298698.750000 Penalty: 4848.949707
Iteration 14Q: 3 clusters Score -2298699 nChanged 334
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16463 members
Mstep: Class 2 contains 1145 members
Entering Unmasked Estep
Score: -2298956.250000 Penalty: 4848.949707
Iteration 15Q: 3 clusters Score -2298956 nChanged 244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16695 members
Mstep: Class 2 contains 913 members
Entering Unmasked Estep
Score: -2299142.500000 Penalty: 4848.949707
Iteration 16Q: 3 clusters Score -2299142 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16857 members
Mstep: Class 2 contains 751 members
Entering Unmasked Estep
Score: -2299274.250000 Penalty: 4848.949707
Iteration 17Q: 3 clusters Score -2299274 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16985 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -2299379.750000 Penalty: 4848.949707
Iteration 18Q: 3 clusters Score -2299380 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17069 members
Mstep: Class 2 contains 539 members
Entering Unmasked Estep
Score: -2299460.250000 Penalty: 4848.949707
Iteration 19Q: 3 clusters Score -2299460 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17131 members
Mstep: Class 2 contains 477 members
Entering Unmasked Estep
Score: -2299515.000000 Penalty: 4848.949707
Iteration 20F: 3 clusters Score -2299515 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17165 members
Mstep: Class 2 contains 443 members
Entering Unmasked Estep
Score: -2299544.000000 Penalty: 4848.949707
Iteration 21Q: 3 clusters Score -2299544 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17187 members
Mstep: Class 2 contains 421 members
Entering Unmasked Estep
Score: -2299564.500000 Penalty: 4848.949707
Iteration 22Q: 3 clusters Score -2299564 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17199 members
Mstep: Class 2 contains 409 members
Entering Unmasked Estep
Score: -2299581.000000 Penalty: 4848.949707
Iteration 23Q: 3 clusters Score -2299581 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17210 members
Mstep: Class 2 contains 398 members
Entering Unmasked Estep
Score: -2299591.500000 Penalty: 4848.949707
Iteration 24Q: 3 clusters Score -2299592 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17216 members
Mstep: Class 2 contains 392 members
Entering Unmasked Estep
Score: -2299600.250000 Penalty: 4848.949707
Iteration 25Q: 3 clusters Score -2299600 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17222 members
Mstep: Class 2 contains 386 members
Entering Unmasked Estep
Score: -2299606.750000 Penalty: 4848.949707
Iteration 26Q: 3 clusters Score -2299607 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17226 members
Mstep: Class 2 contains 382 members
Entering Unmasked Estep
Score: -2299608.500000 Penalty: 4848.949707
Iteration 27Q: 3 clusters Score -2299608 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17228 members
Mstep: Class 2 contains 380 members
Entering Unmasked Estep
Score: -2299613.000000 Penalty: 4848.949707
Iteration 28Q: 3 clusters Score -2299613 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17233 members
Mstep: Class 2 contains 375 members
Entering Unmasked Estep
Score: -2299615.750000 Penalty: 4848.949707
Iteration 29Q: 3 clusters Score -2299616 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17235 members
Mstep: Class 2 contains 373 members
Entering Unmasked Estep
Score: -2299616.500000 Penalty: 4848.949707
Iteration 30Q: 3 clusters Score -2299616 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17235 members
Mstep: Class 2 contains 373 members
Entering Unmasked Estep
Score: -2299616.500000 Penalty: 4848.949707
Iteration 31F: 3 clusters Score -2299616 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (81424 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81424 members
Entering Unmasked Estep
Score: -10598927.000000 Penalty: 2804.241455
Iteration 0F: 2 clusters Score -1.059893e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40833 members
Mstep: Class 2 contains 40591 members
Entering Unmasked Estep
Score: -10544417.000000 Penalty: 5608.482910
Iteration 0F: 3 clusters Score -1.054442e+07 nChanged 38269
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41826 members
Mstep: Class 2 contains 39598 members
Entering Unmasked Estep
Score: -10566506.000000 Penalty: 5608.482910
Iteration 1F: 3 clusters Score -1.056651e+07 nChanged 2877
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42399 members
Mstep: Class 2 contains 39025 members
Entering Unmasked Estep
Score: -10567281.000000 Penalty: 5608.482910
Iteration 2Q: 3 clusters Score -1.056728e+07 nChanged 3140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43375 members
Mstep: Class 2 contains 38049 members
Entering Unmasked Estep
Score: -10568322.000000 Penalty: 5608.482910
Iteration 3Q: 3 clusters Score -1.056832e+07 nChanged 3551
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44876 members
Mstep: Class 2 contains 36548 members
Entering Unmasked Estep
Score: -10569866.000000 Penalty: 5608.482910
Iteration 4Q: 3 clusters Score -1.056987e+07 nChanged 4401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47227 members
Mstep: Class 2 contains 34197 members
Entering Unmasked Estep
Score: -10572301.000000 Penalty: 5608.482910
Iteration 5F: 3 clusters Score -1.05723e+07 nChanged 5268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50321 members
Mstep: Class 2 contains 31103 members
Entering Unmasked Estep
Score: -10575831.000000 Penalty: 5608.482910
Iteration 6F: 3 clusters Score -1.057583e+07 nChanged 5802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53987 members
Mstep: Class 2 contains 27437 members
Entering Unmasked Estep
Score: -10580470.000000 Penalty: 5608.482910
Iteration 7F: 3 clusters Score -1.058047e+07 nChanged 5607
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57398 members
Mstep: Class 2 contains 24026 members
Entering Unmasked Estep
Score: -10585537.000000 Penalty: 5608.482910
Iteration 8F: 3 clusters Score -1.058554e+07 nChanged 4533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59855 members
Mstep: Class 2 contains 21569 members
Entering Unmasked Estep
Score: -10589107.000000 Penalty: 5608.482910
Iteration 9F: 3 clusters Score -1.058911e+07 nChanged 3003
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61484 members
Mstep: Class 2 contains 19940 members
Entering Unmasked Estep
Score: -10590960.000000 Penalty: 5608.482910
Iteration 10Q: 3 clusters Score -1.059096e+07 nChanged 1915
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62801 members
Mstep: Class 2 contains 18623 members
Entering Unmasked Estep
Score: -10591964.000000 Penalty: 5608.482910
Iteration 11Q: 3 clusters Score -1.059196e+07 nChanged 1467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63980 members
Mstep: Class 2 contains 17444 members
Entering Unmasked Estep
Score: -10592645.000000 Penalty: 5608.482910
Iteration 12Q: 3 clusters Score -1.059264e+07 nChanged 1241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65031 members
Mstep: Class 2 contains 16393 members
Entering Unmasked Estep
Score: -10593207.000000 Penalty: 5608.482910
Iteration 13Q: 3 clusters Score -1.059321e+07 nChanged 1112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65995 members
Mstep: Class 2 contains 15429 members
Entering Unmasked Estep
Score: -10593727.000000 Penalty: 5608.482910
Iteration 14Q: 3 clusters Score -1.059373e+07 nChanged 948
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66849 members
Mstep: Class 2 contains 14575 members
Entering Unmasked Estep
Score: -10594092.000000 Penalty: 5608.482910
Iteration 15Q: 3 clusters Score -1.059409e+07 nChanged 856
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67661 members
Mstep: Class 2 contains 13763 members
Entering Unmasked Estep
Score: -10594443.000000 Penalty: 5608.482910
Iteration 16Q: 3 clusters Score -1.059444e+07 nChanged 744
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68377 members
Mstep: Class 2 contains 13047 members
Entering Unmasked Estep
Score: -10594635.000000 Penalty: 5608.482910
Iteration 17Q: 3 clusters Score -1.059464e+07 nChanged 686
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69051 members
Mstep: Class 2 contains 12373 members
Entering Unmasked Estep
Score: -10594832.000000 Penalty: 5608.482910
Iteration 18Q: 3 clusters Score -1.059483e+07 nChanged 628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69663 members
Mstep: Class 2 contains 11761 members
Entering Unmasked Estep
Score: -10594995.000000 Penalty: 5608.482910
Iteration 19Q: 3 clusters Score -1.0595e+07 nChanged 576
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70229 members
Mstep: Class 2 contains 11195 members
Entering Unmasked Estep
Score: -10595204.000000 Penalty: 5608.482910
Iteration 20F: 3 clusters Score -1.05952e+07 nChanged 554
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70777 members
Mstep: Class 2 contains 10647 members
Entering Unmasked Estep
Score: -10595342.000000 Penalty: 5608.482910
Iteration 21Q: 3 clusters Score -1.059534e+07 nChanged 538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71315 members
Mstep: Class 2 contains 10109 members
Entering Unmasked Estep
Score: -10595434.000000 Penalty: 5608.482910
Iteration 22Q: 3 clusters Score -1.059543e+07 nChanged 517
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71830 members
Mstep: Class 2 contains 9594 members
Entering Unmasked Estep
Score: -10595533.000000 Penalty: 5608.482910
Iteration 23Q: 3 clusters Score -1.059553e+07 nChanged 484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72310 members
Mstep: Class 2 contains 9114 members
Entering Unmasked Estep
Score: -10595683.000000 Penalty: 5608.482910
Iteration 24Q: 3 clusters Score -1.059568e+07 nChanged 462
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72772 members
Mstep: Class 2 contains 8652 members
Entering Unmasked Estep
Score: -10595782.000000 Penalty: 5608.482910
Iteration 25Q: 3 clusters Score -1.059578e+07 nChanged 453
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73225 members
Mstep: Class 2 contains 8199 members
Entering Unmasked Estep
Score: -10595915.000000 Penalty: 5608.482910
Iteration 26Q: 3 clusters Score -1.059592e+07 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73656 members
Mstep: Class 2 contains 7768 members
Entering Unmasked Estep
Score: -10596045.000000 Penalty: 5608.482910
Iteration 27Q: 3 clusters Score -1.059604e+07 nChanged 399
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74055 members
Mstep: Class 2 contains 7369 members
Entering Unmasked Estep
Score: -10596115.000000 Penalty: 5608.482910
Iteration 28Q: 3 clusters Score -1.059612e+07 nChanged 382
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74437 members
Mstep: Class 2 contains 6987 members
Entering Unmasked Estep
Score: -10596228.000000 Penalty: 5608.482910
Iteration 29Q: 3 clusters Score -1.059623e+07 nChanged 331
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74768 members
Mstep: Class 2 contains 6656 members
Entering Unmasked Estep
Score: -10596256.000000 Penalty: 5608.482910
Iteration 30Q: 3 clusters Score -1.059626e+07 nChanged 313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75081 members
Mstep: Class 2 contains 6343 members
Entering Unmasked Estep
Score: -10596323.000000 Penalty: 5608.482910
Iteration 31Q: 3 clusters Score -1.059632e+07 nChanged 297
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75378 members
Mstep: Class 2 contains 6046 members
Entering Unmasked Estep
Score: -10596387.000000 Penalty: 5608.482910
Iteration 32Q: 3 clusters Score -1.059639e+07 nChanged 289
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75667 members
Mstep: Class 2 contains 5757 members
Entering Unmasked Estep
Score: -10596465.000000 Penalty: 5608.482910
Iteration 33Q: 3 clusters Score -1.059646e+07 nChanged 254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75921 members
Mstep: Class 2 contains 5503 members
Entering Unmasked Estep
Score: -10596541.000000 Penalty: 5608.482910
Iteration 34Q: 3 clusters Score -1.059654e+07 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76131 members
Mstep: Class 2 contains 5293 members
Entering Unmasked Estep
Score: -10596593.000000 Penalty: 5608.482910
Iteration 35Q: 3 clusters Score -1.059659e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76310 members
Mstep: Class 2 contains 5114 members
Entering Unmasked Estep
Score: -10596625.000000 Penalty: 5608.482910
Iteration 36Q: 3 clusters Score -1.059662e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76489 members
Mstep: Class 2 contains 4935 members
Entering Unmasked Estep
Score: -10596649.000000 Penalty: 5608.482910
Iteration 37Q: 3 clusters Score -1.059665e+07 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76643 members
Mstep: Class 2 contains 4781 members
Entering Unmasked Estep
Score: -10596659.000000 Penalty: 5608.482910
Iteration 38Q: 3 clusters Score -1.059666e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76805 members
Mstep: Class 2 contains 4619 members
Entering Unmasked Estep
Score: -10596701.000000 Penalty: 5608.482910
Iteration 39Q: 3 clusters Score -1.05967e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76948 members
Mstep: Class 2 contains 4476 members
Entering Unmasked Estep
Score: -10596721.000000 Penalty: 5608.482910
Iteration 40F: 3 clusters Score -1.059672e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77090 members
Mstep: Class 2 contains 4334 members
Entering Unmasked Estep
Score: -10596748.000000 Penalty: 5608.482910
Iteration 41Q: 3 clusters Score -1.059675e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77206 members
Mstep: Class 2 contains 4218 members
Entering Unmasked Estep
Score: -10596791.000000 Penalty: 5608.482910
Iteration 42Q: 3 clusters Score -1.059679e+07 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77307 members
Mstep: Class 2 contains 4117 members
Entering Unmasked Estep
Score: -10596816.000000 Penalty: 5608.482910
Iteration 43Q: 3 clusters Score -1.059682e+07 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77394 members
Mstep: Class 2 contains 4030 members
Entering Unmasked Estep
Score: -10596819.000000 Penalty: 5608.482910
Iteration 44Q: 3 clusters Score -1.059682e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77473 members
Mstep: Class 2 contains 3951 members
Entering Unmasked Estep
Score: -10596825.000000 Penalty: 5608.482910
Iteration 45Q: 3 clusters Score -1.059682e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77545 members
Mstep: Class 2 contains 3879 members
Entering Unmasked Estep
Score: -10596830.000000 Penalty: 5608.482910
Iteration 46Q: 3 clusters Score -1.059683e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77614 members
Mstep: Class 2 contains 3810 members
Entering Unmasked Estep
Score: -10596842.000000 Penalty: 5608.482910
Iteration 47Q: 3 clusters Score -1.059684e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77692 members
Mstep: Class 2 contains 3732 members
Entering Unmasked Estep
Score: -10596858.000000 Penalty: 5608.482910
Iteration 48Q: 3 clusters Score -1.059686e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77756 members
Mstep: Class 2 contains 3668 members
Entering Unmasked Estep
Score: -10596856.000000 Penalty: 5608.482910
Iteration 49Q: 3 clusters Score -1.059686e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77812 members
Mstep: Class 2 contains 3612 members
Entering Unmasked Estep
Score: -10596828.000000 Penalty: 5608.482910
Iteration 50Q: 3 clusters Score -1.059683e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77862 members
Mstep: Class 2 contains 3562 members
Entering Unmasked Estep
Score: -10596845.000000 Penalty: 5608.482910
Iteration 51Q: 3 clusters Score -1.059684e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77907 members
Mstep: Class 2 contains 3517 members
Entering Unmasked Estep
Score: -10596838.000000 Penalty: 5608.482910
Iteration 52Q: 3 clusters Score -1.059684e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77944 members
Mstep: Class 2 contains 3480 members
Entering Unmasked Estep
Score: -10596859.000000 Penalty: 5608.482910
Iteration 53Q: 3 clusters Score -1.059686e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77976 members
Mstep: Class 2 contains 3448 members
Entering Unmasked Estep
Score: -10596878.000000 Penalty: 5608.482910
Iteration 54Q: 3 clusters Score -1.059688e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77996 members
Mstep: Class 2 contains 3428 members
Entering Unmasked Estep
Score: -10596887.000000 Penalty: 5608.482910
Iteration 55Q: 3 clusters Score -1.059689e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78016 members
Mstep: Class 2 contains 3408 members
Entering Unmasked Estep
Score: -10596881.000000 Penalty: 5608.482910
Iteration 56Q: 3 clusters Score -1.059688e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78042 members
Mstep: Class 2 contains 3382 members
Entering Unmasked Estep
Score: -10596876.000000 Penalty: 5608.482910
Iteration 57Q: 3 clusters Score -1.059688e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78069 members
Mstep: Class 2 contains 3355 members
Entering Unmasked Estep
Score: -10596904.000000 Penalty: 5608.482910
Iteration 58Q: 3 clusters Score -1.05969e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78101 members
Mstep: Class 2 contains 3323 members
Entering Unmasked Estep
Score: -10596925.000000 Penalty: 5608.482910
Iteration 59Q: 3 clusters Score -1.059692e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78123 members
Mstep: Class 2 contains 3301 members
Entering Unmasked Estep
Score: -10596919.000000 Penalty: 5608.482910
Iteration 60F: 3 clusters Score -1.059692e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78142 members
Mstep: Class 2 contains 3282 members
Entering Unmasked Estep
Score: -10596923.000000 Penalty: 5608.482910
Iteration 61Q: 3 clusters Score -1.059692e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78162 members
Mstep: Class 2 contains 3262 members
Entering Unmasked Estep
Score: -10596936.000000 Penalty: 5608.482910
Iteration 62Q: 3 clusters Score -1.059694e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78185 members
Mstep: Class 2 contains 3239 members
Entering Unmasked Estep
Score: -10596935.000000 Penalty: 5608.482910
Iteration 63Q: 3 clusters Score -1.059694e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78203 members
Mstep: Class 2 contains 3221 members
Entering Unmasked Estep
Score: -10596924.000000 Penalty: 5608.482910
Iteration 64Q: 3 clusters Score -1.059692e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78222 members
Mstep: Class 2 contains 3202 members
Entering Unmasked Estep
Score: -10596921.000000 Penalty: 5608.482910
Iteration 65Q: 3 clusters Score -1.059692e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78238 members
Mstep: Class 2 contains 3186 members
Entering Unmasked Estep
Score: -10596934.000000 Penalty: 5608.482910
Iteration 66Q: 3 clusters Score -1.059693e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78255 members
Mstep: Class 2 contains 3169 members
Entering Unmasked Estep
Score: -10596936.000000 Penalty: 5608.482910
Iteration 67Q: 3 clusters Score -1.059694e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78271 members
Mstep: Class 2 contains 3153 members
Entering Unmasked Estep
Score: -10596935.000000 Penalty: 5608.482910
Iteration 68Q: 3 clusters Score -1.059694e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78292 members
Mstep: Class 2 contains 3132 members
Entering Unmasked Estep
Score: -10596943.000000 Penalty: 5608.482910
Iteration 69Q: 3 clusters Score -1.059694e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78307 members
Mstep: Class 2 contains 3117 members
Entering Unmasked Estep
Score: -10596949.000000 Penalty: 5608.482910
Iteration 70Q: 3 clusters Score -1.059695e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78323 members
Mstep: Class 2 contains 3101 members
Entering Unmasked Estep
Score: -10596960.000000 Penalty: 5608.482910
Iteration 71Q: 3 clusters Score -1.059696e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78336 members
Mstep: Class 2 contains 3088 members
Entering Unmasked Estep
Score: -10596968.000000 Penalty: 5608.482910
Iteration 72Q: 3 clusters Score -1.059697e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78353 members
Mstep: Class 2 contains 3071 members
Entering Unmasked Estep
Score: -10596978.000000 Penalty: 5608.482910
Iteration 73Q: 3 clusters Score -1.059698e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78367 members
Mstep: Class 2 contains 3057 members
Entering Unmasked Estep
Score: -10596980.000000 Penalty: 5608.482910
Iteration 74Q: 3 clusters Score -1.059698e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78383 members
Mstep: Class 2 contains 3041 members
Entering Unmasked Estep
Score: -10596971.000000 Penalty: 5608.482910
Iteration 75Q: 3 clusters Score -1.059697e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78403 members
Mstep: Class 2 contains 3021 members
Entering Unmasked Estep
Score: -10596973.000000 Penalty: 5608.482910
Iteration 76Q: 3 clusters Score -1.059697e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78421 members
Mstep: Class 2 contains 3003 members
Entering Unmasked Estep
Score: -10596975.000000 Penalty: 5608.482910
Iteration 77Q: 3 clusters Score -1.059698e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78439 members
Mstep: Class 2 contains 2985 members
Entering Unmasked Estep
Score: -10596955.000000 Penalty: 5608.482910
Iteration 78Q: 3 clusters Score -1.059696e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78455 members
Mstep: Class 2 contains 2969 members
Entering Unmasked Estep
Score: -10596970.000000 Penalty: 5608.482910
Iteration 79Q: 3 clusters Score -1.059697e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78469 members
Mstep: Class 2 contains 2955 members
Entering Unmasked Estep
Score: -10596977.000000 Penalty: 5608.482910
Iteration 80F: 3 clusters Score -1.059698e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78480 members
Mstep: Class 2 contains 2944 members
Entering Unmasked Estep
Score: -10596986.000000 Penalty: 5608.482910
Iteration 81Q: 3 clusters Score -1.059699e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78492 members
Mstep: Class 2 contains 2932 members
Entering Unmasked Estep
Score: -10596996.000000 Penalty: 5608.482910
Iteration 82Q: 3 clusters Score -1.0597e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78501 members
Mstep: Class 2 contains 2923 members
Entering Unmasked Estep
Score: -10596980.000000 Penalty: 5608.482910
Iteration 83Q: 3 clusters Score -1.059698e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78513 members
Mstep: Class 2 contains 2911 members
Entering Unmasked Estep
Score: -10596991.000000 Penalty: 5608.482910
Iteration 84Q: 3 clusters Score -1.059699e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78525 members
Mstep: Class 2 contains 2899 members
Entering Unmasked Estep
Score: -10596990.000000 Penalty: 5608.482910
Iteration 85Q: 3 clusters Score -1.059699e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78537 members
Mstep: Class 2 contains 2887 members
Entering Unmasked Estep
Score: -10596989.000000 Penalty: 5608.482910
Iteration 86Q: 3 clusters Score -1.059699e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78551 members
Mstep: Class 2 contains 2873 members
Entering Unmasked Estep
Score: -10596983.000000 Penalty: 5608.482910
Iteration 87Q: 3 clusters Score -1.059698e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78571 members
Mstep: Class 2 contains 2853 members
Entering Unmasked Estep
Score: -10596986.000000 Penalty: 5608.482910
Iteration 88Q: 3 clusters Score -1.059699e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78586 members
Mstep: Class 2 contains 2838 members
Entering Unmasked Estep
Score: -10596987.000000 Penalty: 5608.482910
Iteration 89Q: 3 clusters Score -1.059699e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78605 members
Mstep: Class 2 contains 2819 members
Entering Unmasked Estep
Score: -10596995.000000 Penalty: 5608.482910
Iteration 90Q: 3 clusters Score -1.0597e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78626 members
Mstep: Class 2 contains 2798 members
Entering Unmasked Estep
Score: -10596994.000000 Penalty: 5608.482910
Iteration 91Q: 3 clusters Score -1.059699e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78641 members
Mstep: Class 2 contains 2783 members
Entering Unmasked Estep
Score: -10597004.000000 Penalty: 5608.482910
Iteration 92Q: 3 clusters Score -1.0597e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78654 members
Mstep: Class 2 contains 2770 members
Entering Unmasked Estep
Score: -10596996.000000 Penalty: 5608.482910
Iteration 93Q: 3 clusters Score -1.0597e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78663 members
Mstep: Class 2 contains 2761 members
Entering Unmasked Estep
Score: -10597000.000000 Penalty: 5608.482910
Iteration 94Q: 3 clusters Score -1.0597e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78675 members
Mstep: Class 2 contains 2749 members
Entering Unmasked Estep
Score: -10597011.000000 Penalty: 5608.482910
Iteration 95Q: 3 clusters Score -1.059701e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78682 members
Mstep: Class 2 contains 2742 members
Entering Unmasked Estep
Score: -10597023.000000 Penalty: 5608.482910
Iteration 96Q: 3 clusters Score -1.059702e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78690 members
Mstep: Class 2 contains 2734 members
Entering Unmasked Estep
Score: -10597022.000000 Penalty: 5608.482910
Iteration 97Q: 3 clusters Score -1.059702e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78696 members
Mstep: Class 2 contains 2728 members
Entering Unmasked Estep
Score: -10597025.000000 Penalty: 5608.482910
Iteration 98Q: 3 clusters Score -1.059702e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78703 members
Mstep: Class 2 contains 2721 members
Entering Unmasked Estep
Score: -10597025.000000 Penalty: 5608.482910
Iteration 99Q: 3 clusters Score -1.059702e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78716 members
Mstep: Class 2 contains 2708 members
Entering Unmasked Estep
Score: -10597034.000000 Penalty: 5608.482910
Iteration 100F: 3 clusters Score -1.059703e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78725 members
Mstep: Class 2 contains 2699 members
Entering Unmasked Estep
Score: -10597030.000000 Penalty: 5608.482910
Iteration 101Q: 3 clusters Score -1.059703e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78737 members
Mstep: Class 2 contains 2687 members
Entering Unmasked Estep
Score: -10597036.000000 Penalty: 5608.482910
Iteration 102Q: 3 clusters Score -1.059704e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78751 members
Mstep: Class 2 contains 2673 members
Entering Unmasked Estep
Score: -10597032.000000 Penalty: 5608.482910
Iteration 103Q: 3 clusters Score -1.059703e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78766 members
Mstep: Class 2 contains 2658 members
Entering Unmasked Estep
Score: -10597033.000000 Penalty: 5608.482910
Iteration 104Q: 3 clusters Score -1.059703e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78777 members
Mstep: Class 2 contains 2647 members
Entering Unmasked Estep
Score: -10597043.000000 Penalty: 5608.482910
Iteration 105Q: 3 clusters Score -1.059704e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78787 members
Mstep: Class 2 contains 2637 members
Entering Unmasked Estep
Score: -10597048.000000 Penalty: 5608.482910
Iteration 106Q: 3 clusters Score -1.059705e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78793 members
Mstep: Class 2 contains 2631 members
Entering Unmasked Estep
Score: -10597036.000000 Penalty: 5608.482910
Iteration 107Q: 3 clusters Score -1.059704e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78800 members
Mstep: Class 2 contains 2624 members
Entering Unmasked Estep
Score: -10597038.000000 Penalty: 5608.482910
Iteration 108Q: 3 clusters Score -1.059704e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78805 members
Mstep: Class 2 contains 2619 members
Entering Unmasked Estep
Score: -10597035.000000 Penalty: 5608.482910
Iteration 109Q: 3 clusters Score -1.059704e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78812 members
Mstep: Class 2 contains 2612 members
Entering Unmasked Estep
Score: -10597041.000000 Penalty: 5608.482910
Iteration 110Q: 3 clusters Score -1.059704e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78816 members
Mstep: Class 2 contains 2608 members
Entering Unmasked Estep
Score: -10597044.000000 Penalty: 5608.482910
Iteration 111Q: 3 clusters Score -1.059704e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78822 members
Mstep: Class 2 contains 2602 members
Entering Unmasked Estep
Score: -10597047.000000 Penalty: 5608.482910
Iteration 112Q: 3 clusters Score -1.059705e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78825 members
Mstep: Class 2 contains 2599 members
Entering Unmasked Estep
Score: -10597037.000000 Penalty: 5608.482910
Iteration 113Q: 3 clusters Score -1.059704e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78826 members
Mstep: Class 2 contains 2598 members
Entering Unmasked Estep
Score: -10597040.000000 Penalty: 5608.482910
Iteration 114Q: 3 clusters Score -1.059704e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78826 members
Mstep: Class 2 contains 2598 members
Entering Unmasked Estep
Score: -10597040.000000 Penalty: 5608.482910
Iteration 115F: 3 clusters Score -1.059704e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (2937 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2937 members
Entering Unmasked Estep
Score: -293616.375000 Penalty: 1980.315796
Iteration 0F: 2 clusters Score -293616.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1486 members
Mstep: Class 2 contains 1451 members
Entering Unmasked Estep
Score: -290817.250000 Penalty: 3960.631592
Iteration 0F: 3 clusters Score -290817.2 nChanged 1117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1343 members
Mstep: Class 2 contains 1594 members
Entering Unmasked Estep
Score: -293186.562500 Penalty: 3960.631592
Iteration 1F: 3 clusters Score -293186.6 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1274 members
Mstep: Class 2 contains 1663 members
Entering Unmasked Estep
Score: -294727.187500 Penalty: 3960.631592
Iteration 2F: 3 clusters Score -294727.2 nChanged 274
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1184 members
Mstep: Class 2 contains 1753 members
Entering Unmasked Estep
Score: -295514.937500 Penalty: 3960.631592
Iteration 3F: 3 clusters Score -295514.9 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1175 members
Mstep: Class 2 contains 1762 members
Entering Unmasked Estep
Score: -295731.625000 Penalty: 3960.631592
Iteration 4Q: 3 clusters Score -295731.6 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1173 members
Mstep: Class 2 contains 1764 members
Entering Unmasked Estep
Score: -295912.968750 Penalty: 3960.631592
Iteration 5Q: 3 clusters Score -295913 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1171 members
Mstep: Class 2 contains 1766 members
Entering Unmasked Estep
Score: -295988.062500 Penalty: 3960.631592
Iteration 6Q: 3 clusters Score -295988.1 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1175 members
Mstep: Class 2 contains 1762 members
Entering Unmasked Estep
Score: -296016.437500 Penalty: 3960.631592
Iteration 7Q: 3 clusters Score -296016.4 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1182 members
Mstep: Class 2 contains 1755 members
Entering Unmasked Estep
Score: -296031.218750 Penalty: 3960.631592
Iteration 8Q: 3 clusters Score -296031.2 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1185 members
Mstep: Class 2 contains 1752 members
Entering Unmasked Estep
Score: -296036.437500 Penalty: 3960.631592
Iteration 9Q: 3 clusters Score -296036.4 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1183 members
Mstep: Class 2 contains 1754 members
Entering Unmasked Estep
Score: -296042.843750 Penalty: 3960.631592
Iteration 10Q: 3 clusters Score -296042.8 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1178 members
Mstep: Class 2 contains 1759 members
Entering Unmasked Estep
Score: -296056.500000 Penalty: 3960.631592
Iteration 11Q: 3 clusters Score -296056.5 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1169 members
Mstep: Class 2 contains 1768 members
Entering Unmasked Estep
Score: -296075.781250 Penalty: 3960.631592
Iteration 12Q: 3 clusters Score -296075.8 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1163 members
Mstep: Class 2 contains 1774 members
Entering Unmasked Estep
Score: -296103.937500 Penalty: 3960.631592
Iteration 13Q: 3 clusters Score -296103.9 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1153 members
Mstep: Class 2 contains 1784 members
Entering Unmasked Estep
Score: -296155.906250 Penalty: 3960.631592
Iteration 14Q: 3 clusters Score -296155.9 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1141 members
Mstep: Class 2 contains 1796 members
Entering Unmasked Estep
Score: -296297.093750 Penalty: 3960.631592
Iteration 15Q: 3 clusters Score -296297.1 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1136 members
Mstep: Class 2 contains 1801 members
Entering Unmasked Estep
Score: -296370.562500 Penalty: 3960.631592
Iteration 16Q: 3 clusters Score -296370.6 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1148 members
Mstep: Class 2 contains 1789 members
Entering Unmasked Estep
Score: -296394.187500 Penalty: 3960.631592
Iteration 17Q: 3 clusters Score -296394.2 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1163 members
Mstep: Class 2 contains 1774 members
Entering Unmasked Estep
Score: -296414.281250 Penalty: 3960.631592
Iteration 18Q: 3 clusters Score -296414.3 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1176 members
Mstep: Class 2 contains 1761 members
Entering Unmasked Estep
Score: -296427.906250 Penalty: 3960.631592
Iteration 19Q: 3 clusters Score -296427.9 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1186 members
Mstep: Class 2 contains 1751 members
Entering Unmasked Estep
Score: -296440.718750 Penalty: 3960.631592
Iteration 20F: 3 clusters Score -296440.7 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1191 members
Mstep: Class 2 contains 1746 members
Entering Unmasked Estep
Score: -296450.312500 Penalty: 3960.631592
Iteration 21Q: 3 clusters Score -296450.3 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1194 members
Mstep: Class 2 contains 1743 members
Entering Unmasked Estep
Score: -296454.593750 Penalty: 3960.631592
Iteration 22Q: 3 clusters Score -296454.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1196 members
Mstep: Class 2 contains 1741 members
Entering Unmasked Estep
Score: -296460.437500 Penalty: 3960.631592
Iteration 23Q: 3 clusters Score -296460.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1198 members
Mstep: Class 2 contains 1739 members
Entering Unmasked Estep
Score: -296464.093750 Penalty: 3960.631592
Iteration 24Q: 3 clusters Score -296464.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1199 members
Mstep: Class 2 contains 1738 members
Entering Unmasked Estep
Score: -296466.218750 Penalty: 3960.631592
Iteration 25Q: 3 clusters Score -296466.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1199 members
Mstep: Class 2 contains 1738 members
Entering Unmasked Estep
Score: -296468.593750 Penalty: 3960.631592
Iteration 26Q: 3 clusters Score -296468.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1202 members
Mstep: Class 2 contains 1735 members
Entering Unmasked Estep
Score: -296470.125000 Penalty: 3960.631592
Iteration 27Q: 3 clusters Score -296470.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1203 members
Mstep: Class 2 contains 1734 members
Entering Unmasked Estep
Score: -296472.406250 Penalty: 3960.631592
Iteration 28Q: 3 clusters Score -296472.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1205 members
Mstep: Class 2 contains 1732 members
Entering Unmasked Estep
Score: -296474.062500 Penalty: 3960.631592
Iteration 29Q: 3 clusters Score -296474.1 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1205 members
Mstep: Class 2 contains 1732 members
Entering Unmasked Estep
Score: -296475.750000 Penalty: 3960.631592
Iteration 30Q: 3 clusters Score -296475.8 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1205 members
Mstep: Class 2 contains 1732 members
Entering Unmasked Estep
Score: -296476.218750 Penalty: 3960.631592
Iteration 31Q: 3 clusters Score -296476.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1205 members
Mstep: Class 2 contains 1732 members
Entering Unmasked Estep
Score: -296476.218750 Penalty: 3960.631592
Iteration 32F: 3 clusters Score -296476.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1732 members
Mstep: Class 2 contains 180662 members
Mstep: Class 3 contains 179665 members
Mstep: Class 4 contains 262917 members
Mstep: Class 7 contains 75350 members
Mstep: Class 8 contains 17608 members
Mstep: Class 9 contains 81424 members
Mstep: Class 10 contains 1205 members
Mstep: Class 11 contains 5626 members
Mstep: Class 12 contains 198592 members
Mstep: Class 13 contains 21622 members
Mstep: Class 14 contains 194039 members
Mstep: Class 16 contains 10059 members
Mstep: Class 17 contains 52225 members
Mstep: Class 18 contains 18940 members
Mstep: Class 19 contains 14885 members
Entering Unmasked Estep
Score: -166352720.000000 Penalty: 55911.265625
Splitting cluster 10 changes total score from -166350272.000000 to -166352720.000000
So it's getting split into cluster 1.
Entering ConstructFrom:
Trying to split cluster 11 (5626 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5626 members
Entering Unmasked Estep
Score: -689771.187500 Penalty: 2141.518066
Iteration 0F: 2 clusters Score -689771.2 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2903 members
Mstep: Class 2 contains 2723 members
Entering Unmasked Estep
Score: -685153.625000 Penalty: 4283.036133
Iteration 0F: 3 clusters Score -685153.6 nChanged 2189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3384 members
Mstep: Class 2 contains 2242 members
Entering Unmasked Estep
Score: -687339.687500 Penalty: 4283.036133
Iteration 1F: 3 clusters Score -687339.7 nChanged 802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3888 members
Mstep: Class 2 contains 1738 members
Entering Unmasked Estep
Score: -689452.437500 Penalty: 4283.036133
Iteration 2F: 3 clusters Score -689452.4 nChanged 789
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4301 members
Mstep: Class 2 contains 1325 members
Entering Unmasked Estep
Score: -692895.625000 Penalty: 4283.036133
Iteration 3F: 3 clusters Score -692895.6 nChanged 476
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4455 members
Mstep: Class 2 contains 1171 members
Entering Unmasked Estep
Score: -694948.187500 Penalty: 4283.036133
Iteration 4F: 3 clusters Score -694948.2 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4437 members
Mstep: Class 2 contains 1189 members
Entering Unmasked Estep
Score: -695432.500000 Penalty: 4283.036133
Iteration 5Q: 3 clusters Score -695432.5 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4415 members
Mstep: Class 2 contains 1211 members
Entering Unmasked Estep
Score: -695548.375000 Penalty: 4283.036133
Iteration 6Q: 3 clusters Score -695548.4 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4399 members
Mstep: Class 2 contains 1227 members
Entering Unmasked Estep
Score: -695583.875000 Penalty: 4283.036133
Iteration 7Q: 3 clusters Score -695583.9 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4392 members
Mstep: Class 2 contains 1234 members
Entering Unmasked Estep
Score: -695597.000000 Penalty: 4283.036133
Iteration 8Q: 3 clusters Score -695597 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4384 members
Mstep: Class 2 contains 1242 members
Entering Unmasked Estep
Score: -695601.875000 Penalty: 4283.036133
Iteration 9Q: 3 clusters Score -695601.9 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4379 members
Mstep: Class 2 contains 1247 members
Entering Unmasked Estep
Score: -695601.812500 Penalty: 4283.036133
Iteration 10Q: 3 clusters Score -695601.8 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4378 members
Mstep: Class 2 contains 1248 members
Entering Unmasked Estep
Score: -695600.937500 Penalty: 4283.036133
Iteration 11Q: 3 clusters Score -695600.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4377 members
Mstep: Class 2 contains 1249 members
Entering Unmasked Estep
Score: -695602.000000 Penalty: 4283.036133
Iteration 12Q: 3 clusters Score -695602 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4376 members
Mstep: Class 2 contains 1250 members
Entering Unmasked Estep
Score: -695602.437500 Penalty: 4283.036133
Iteration 13Q: 3 clusters Score -695602.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4376 members
Mstep: Class 2 contains 1250 members
Entering Unmasked Estep
Score: -695602.437500 Penalty: 4283.036133
Iteration 14F: 3 clusters Score -695602.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1732 members
Mstep: Class 2 contains 180662 members
Mstep: Class 3 contains 179665 members
Mstep: Class 4 contains 262917 members
Mstep: Class 5 contains 1250 members
Mstep: Class 7 contains 75350 members
Mstep: Class 8 contains 17608 members
Mstep: Class 9 contains 81424 members
Mstep: Class 10 contains 1205 members
Mstep: Class 11 contains 4376 members
Mstep: Class 12 contains 198592 members
Mstep: Class 13 contains 21622 members
Mstep: Class 14 contains 194039 members
Mstep: Class 16 contains 10059 members
Mstep: Class 17 contains 52225 members
Mstep: Class 18 contains 18940 members
Mstep: Class 19 contains 14885 members
Entering Unmasked Estep
Score: -166357376.000000 Penalty: 59405.718750
Splitting cluster 11 changes total score from -166350272.000000 to -166357376.000000
So it's getting split into cluster 5.
Entering ConstructFrom:
Trying to split cluster 12 (198592 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 198592 members
Entering Unmasked Estep
Score: -25606096.000000 Penalty: 3025.354004
Iteration 0F: 2 clusters Score -2.56061e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99113 members
Mstep: Class 2 contains 99479 members
Entering Unmasked Estep
Score: -25483812.000000 Penalty: 6050.708008
Iteration 0F: 3 clusters Score -2.548381e+07 nChanged 95301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95712 members
Mstep: Class 2 contains 102880 members
Entering Unmasked Estep
Score: -25540586.000000 Penalty: 6050.708008
Iteration 1F: 3 clusters Score -2.554059e+07 nChanged 6492
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94064 members
Mstep: Class 2 contains 104528 members
Entering Unmasked Estep
Score: -25542552.000000 Penalty: 6050.708008
Iteration 2Q: 3 clusters Score -2.554255e+07 nChanged 7242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91736 members
Mstep: Class 2 contains 106856 members
Entering Unmasked Estep
Score: -25545176.000000 Penalty: 6050.708008
Iteration 3Q: 3 clusters Score -2.554518e+07 nChanged 8230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88392 members
Mstep: Class 2 contains 110200 members
Entering Unmasked Estep
Score: -25548608.000000 Penalty: 6050.708008
Iteration 4Q: 3 clusters Score -2.554861e+07 nChanged 9485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83743 members
Mstep: Class 2 contains 114849 members
Entering Unmasked Estep
Score: -25553354.000000 Penalty: 6050.708008
Iteration 5Q: 3 clusters Score -2.555335e+07 nChanged 10768
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77605 members
Mstep: Class 2 contains 120987 members
Entering Unmasked Estep
Score: -25560118.000000 Penalty: 6050.708008
Iteration 6F: 3 clusters Score -2.556012e+07 nChanged 11891
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70194 members
Mstep: Class 2 contains 128398 members
Entering Unmasked Estep
Score: -25568314.000000 Penalty: 6050.708008
Iteration 7F: 3 clusters Score -2.556831e+07 nChanged 12020
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62552 members
Mstep: Class 2 contains 136040 members
Entering Unmasked Estep
Score: -25577254.000000 Penalty: 6050.708008
Iteration 8F: 3 clusters Score -2.557725e+07 nChanged 11038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55582 members
Mstep: Class 2 contains 143010 members
Entering Unmasked Estep
Score: -25584686.000000 Penalty: 6050.708008
Iteration 9F: 3 clusters Score -2.558469e+07 nChanged 9027
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49791 members
Mstep: Class 2 contains 148801 members
Entering Unmasked Estep
Score: -25589788.000000 Penalty: 6050.708008
Iteration 10Q: 3 clusters Score -2.558979e+07 nChanged 6998
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44991 members
Mstep: Class 2 contains 153601 members
Entering Unmasked Estep
Score: -25592998.000000 Penalty: 6050.708008
Iteration 11Q: 3 clusters Score -2.5593e+07 nChanged 5291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40874 members
Mstep: Class 2 contains 157718 members
Entering Unmasked Estep
Score: -25594928.000000 Penalty: 6050.708008
Iteration 12Q: 3 clusters Score -2.559493e+07 nChanged 4281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37109 members
Mstep: Class 2 contains 161483 members
Entering Unmasked Estep
Score: -25596344.000000 Penalty: 6050.708008
Iteration 13Q: 3 clusters Score -2.559634e+07 nChanged 3619
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33672 members
Mstep: Class 2 contains 164920 members
Entering Unmasked Estep
Score: -25597542.000000 Penalty: 6050.708008
Iteration 14Q: 3 clusters Score -2.559754e+07 nChanged 3422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30308 members
Mstep: Class 2 contains 168284 members
Entering Unmasked Estep
Score: -25598560.000000 Penalty: 6050.708008
Iteration 15Q: 3 clusters Score -2.559856e+07 nChanged 3222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27120 members
Mstep: Class 2 contains 171472 members
Entering Unmasked Estep
Score: -25599272.000000 Penalty: 6050.708008
Iteration 16Q: 3 clusters Score -2.559927e+07 nChanged 2959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24195 members
Mstep: Class 2 contains 174397 members
Entering Unmasked Estep
Score: -25599958.000000 Penalty: 6050.708008
Iteration 17Q: 3 clusters Score -2.559996e+07 nChanged 2697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21532 members
Mstep: Class 2 contains 177060 members
Entering Unmasked Estep
Score: -25600486.000000 Penalty: 6050.708008
Iteration 18Q: 3 clusters Score -2.560049e+07 nChanged 2503
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19067 members
Mstep: Class 2 contains 179525 members
Entering Unmasked Estep
Score: -25601080.000000 Penalty: 6050.708008
Iteration 19Q: 3 clusters Score -2.560108e+07 nChanged 2282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16837 members
Mstep: Class 2 contains 181755 members
Entering Unmasked Estep
Score: -25601608.000000 Penalty: 6050.708008
Iteration 20F: 3 clusters Score -2.560161e+07 nChanged 2074
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14809 members
Mstep: Class 2 contains 183783 members
Entering Unmasked Estep
Score: -25602012.000000 Penalty: 6050.708008
Iteration 21Q: 3 clusters Score -2.560201e+07 nChanged 1794
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13051 members
Mstep: Class 2 contains 185541 members
Entering Unmasked Estep
Score: -25602592.000000 Penalty: 6050.708008
Iteration 22Q: 3 clusters Score -2.560259e+07 nChanged 1595
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11498 members
Mstep: Class 2 contains 187094 members
Entering Unmasked Estep
Score: -25602882.000000 Penalty: 6050.708008
Iteration 23Q: 3 clusters Score -2.560288e+07 nChanged 1414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10112 members
Mstep: Class 2 contains 188480 members
Entering Unmasked Estep
Score: -25603070.000000 Penalty: 6050.708008
Iteration 24Q: 3 clusters Score -2.560307e+07 nChanged 1278
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8852 members
Mstep: Class 2 contains 189740 members
Entering Unmasked Estep
Score: -25603286.000000 Penalty: 6050.708008
Iteration 25Q: 3 clusters Score -2.560329e+07 nChanged 1080
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7804 members
Mstep: Class 2 contains 190788 members
Entering Unmasked Estep
Score: -25603478.000000 Penalty: 6050.708008
Iteration 26Q: 3 clusters Score -2.560348e+07 nChanged 920
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6906 members
Mstep: Class 2 contains 191686 members
Entering Unmasked Estep
Score: -25603502.000000 Penalty: 6050.708008
Iteration 27Q: 3 clusters Score -2.56035e+07 nChanged 785
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6153 members
Mstep: Class 2 contains 192439 members
Entering Unmasked Estep
Score: -25603542.000000 Penalty: 6050.708008
Iteration 28Q: 3 clusters Score -2.560354e+07 nChanged 635
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5546 members
Mstep: Class 2 contains 193046 members
Entering Unmasked Estep
Score: -25603642.000000 Penalty: 6050.708008
Iteration 29Q: 3 clusters Score -2.560364e+07 nChanged 530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5052 members
Mstep: Class 2 contains 193540 members
Entering Unmasked Estep
Score: -25603636.000000 Penalty: 6050.708008
Iteration 30Q: 3 clusters Score -2.560364e+07 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4634 members
Mstep: Class 2 contains 193958 members
Entering Unmasked Estep
Score: -25603674.000000 Penalty: 6050.708008
Iteration 31Q: 3 clusters Score -2.560367e+07 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4267 members
Mstep: Class 2 contains 194325 members
Entering Unmasked Estep
Score: -25603706.000000 Penalty: 6050.708008
Iteration 32Q: 3 clusters Score -2.560371e+07 nChanged 324
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3965 members
Mstep: Class 2 contains 194627 members
Entering Unmasked Estep
Score: -25603718.000000 Penalty: 6050.708008
Iteration 33Q: 3 clusters Score -2.560372e+07 nChanged 249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3732 members
Mstep: Class 2 contains 194860 members
Entering Unmasked Estep
Score: -25603708.000000 Penalty: 6050.708008
Iteration 34Q: 3 clusters Score -2.560371e+07 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3499 members
Mstep: Class 2 contains 195093 members
Entering Unmasked Estep
Score: -25603758.000000 Penalty: 6050.708008
Iteration 35Q: 3 clusters Score -2.560376e+07 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3309 members
Mstep: Class 2 contains 195283 members
Entering Unmasked Estep
Score: -25603774.000000 Penalty: 6050.708008
Iteration 36Q: 3 clusters Score -2.560377e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3137 members
Mstep: Class 2 contains 195455 members
Entering Unmasked Estep
Score: -25603830.000000 Penalty: 6050.708008
Iteration 37Q: 3 clusters Score -2.560383e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2970 members
Mstep: Class 2 contains 195622 members
Entering Unmasked Estep
Score: -25603854.000000 Penalty: 6050.708008
Iteration 38Q: 3 clusters Score -2.560385e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2846 members
Mstep: Class 2 contains 195746 members
Entering Unmasked Estep
Score: -25603854.000000 Penalty: 6050.708008
Iteration 39Q: 3 clusters Score -2.560385e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2726 members
Mstep: Class 2 contains 195866 members
Entering Unmasked Estep
Score: -25603828.000000 Penalty: 6050.708008
Iteration 40F: 3 clusters Score -2.560383e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2638 members
Mstep: Class 2 contains 195954 members
Entering Unmasked Estep
Score: -25603852.000000 Penalty: 6050.708008
Iteration 41Q: 3 clusters Score -2.560385e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2561 members
Mstep: Class 2 contains 196031 members
Entering Unmasked Estep
Score: -25603830.000000 Penalty: 6050.708008
Iteration 42Q: 3 clusters Score -2.560383e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2470 members
Mstep: Class 2 contains 196122 members
Entering Unmasked Estep
Score: -25603896.000000 Penalty: 6050.708008
Iteration 43Q: 3 clusters Score -2.56039e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2403 members
Mstep: Class 2 contains 196189 members
Entering Unmasked Estep
Score: -25603900.000000 Penalty: 6050.708008
Iteration 44Q: 3 clusters Score -2.56039e+07 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2345 members
Mstep: Class 2 contains 196247 members
Entering Unmasked Estep
Score: -25604002.000000 Penalty: 6050.708008
Iteration 45Q: 3 clusters Score -2.5604e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2299 members
Mstep: Class 2 contains 196293 members
Entering Unmasked Estep
Score: -25603988.000000 Penalty: 6050.708008
Iteration 46Q: 3 clusters Score -2.560399e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2254 members
Mstep: Class 2 contains 196338 members
Entering Unmasked Estep
Score: -25603994.000000 Penalty: 6050.708008
Iteration 47Q: 3 clusters Score -2.560399e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2222 members
Mstep: Class 2 contains 196370 members
Entering Unmasked Estep
Score: -25604010.000000 Penalty: 6050.708008
Iteration 48Q: 3 clusters Score -2.560401e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2191 members
Mstep: Class 2 contains 196401 members
Entering Unmasked Estep
Score: -25604012.000000 Penalty: 6050.708008
Iteration 49Q: 3 clusters Score -2.560401e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2165 members
Mstep: Class 2 contains 196427 members
Entering Unmasked Estep
Score: -25604014.000000 Penalty: 6050.708008
Iteration 50Q: 3 clusters Score -2.560401e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2148 members
Mstep: Class 2 contains 196444 members
Entering Unmasked Estep
Score: -25604010.000000 Penalty: 6050.708008
Iteration 51Q: 3 clusters Score -2.560401e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2127 members
Mstep: Class 2 contains 196465 members
Entering Unmasked Estep
Score: -25604024.000000 Penalty: 6050.708008
Iteration 52Q: 3 clusters Score -2.560402e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2106 members
Mstep: Class 2 contains 196486 members
Entering Unmasked Estep
Score: -25604040.000000 Penalty: 6050.708008
Iteration 53Q: 3 clusters Score -2.560404e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2084 members
Mstep: Class 2 contains 196508 members
Entering Unmasked Estep
Score: -25603998.000000 Penalty: 6050.708008
Iteration 54Q: 3 clusters Score -2.5604e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2063 members
Mstep: Class 2 contains 196529 members
Entering Unmasked Estep
Score: -25604034.000000 Penalty: 6050.708008
Iteration 55Q: 3 clusters Score -2.560403e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2052 members
Mstep: Class 2 contains 196540 members
Entering Unmasked Estep
Score: -25604048.000000 Penalty: 6050.708008
Iteration 56Q: 3 clusters Score -2.560405e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2044 members
Mstep: Class 2 contains 196548 members
Entering Unmasked Estep
Score: -25604044.000000 Penalty: 6050.708008
Iteration 57Q: 3 clusters Score -2.560404e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2037 members
Mstep: Class 2 contains 196555 members
Entering Unmasked Estep
Score: -25604056.000000 Penalty: 6050.708008
Iteration 58Q: 3 clusters Score -2.560406e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2019 members
Mstep: Class 2 contains 196573 members
Entering Unmasked Estep
Score: -25604068.000000 Penalty: 6050.708008
Iteration 59Q: 3 clusters Score -2.560407e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2002 members
Mstep: Class 2 contains 196590 members
Entering Unmasked Estep
Score: -25604052.000000 Penalty: 6050.708008
Iteration 60F: 3 clusters Score -2.560405e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1985 members
Mstep: Class 2 contains 196607 members
Entering Unmasked Estep
Score: -25604060.000000 Penalty: 6050.708008
Iteration 61Q: 3 clusters Score -2.560406e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1972 members
Mstep: Class 2 contains 196620 members
Entering Unmasked Estep
Score: -25604038.000000 Penalty: 6050.708008
Iteration 62Q: 3 clusters Score -2.560404e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1957 members
Mstep: Class 2 contains 196635 members
Entering Unmasked Estep
Score: -25604048.000000 Penalty: 6050.708008
Iteration 63Q: 3 clusters Score -2.560405e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1949 members
Mstep: Class 2 contains 196643 members
Entering Unmasked Estep
Score: -25604064.000000 Penalty: 6050.708008
Iteration 64Q: 3 clusters Score -2.560406e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1941 members
Mstep: Class 2 contains 196651 members
Entering Unmasked Estep
Score: -25604054.000000 Penalty: 6050.708008
Iteration 65Q: 3 clusters Score -2.560405e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1928 members
Mstep: Class 2 contains 196664 members
Entering Unmasked Estep
Score: -25604052.000000 Penalty: 6050.708008
Iteration 66Q: 3 clusters Score -2.560405e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1916 members
Mstep: Class 2 contains 196676 members
Entering Unmasked Estep
Score: -25604060.000000 Penalty: 6050.708008
Iteration 67Q: 3 clusters Score -2.560406e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1907 members
Mstep: Class 2 contains 196685 members
Entering Unmasked Estep
Score: -25604068.000000 Penalty: 6050.708008
Iteration 68Q: 3 clusters Score -2.560407e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1901 members
Mstep: Class 2 contains 196691 members
Entering Unmasked Estep
Score: -25604078.000000 Penalty: 6050.708008
Iteration 69Q: 3 clusters Score -2.560408e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1894 members
Mstep: Class 2 contains 196698 members
Entering Unmasked Estep
Score: -25604070.000000 Penalty: 6050.708008
Iteration 70Q: 3 clusters Score -2.560407e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1892 members
Mstep: Class 2 contains 196700 members
Entering Unmasked Estep
Score: -25604062.000000 Penalty: 6050.708008
Iteration 71Q: 3 clusters Score -2.560406e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1891 members
Mstep: Class 2 contains 196701 members
Entering Unmasked Estep
Score: -25604064.000000 Penalty: 6050.708008
Iteration 72Q: 3 clusters Score -2.560406e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1891 members
Mstep: Class 2 contains 196701 members
Entering Unmasked Estep
Score: -25604064.000000 Penalty: 6050.708008
Iteration 73F: 3 clusters Score -2.560406e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 13 (21622 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21622 members
Entering Unmasked Estep
Score: -2779420.000000 Penalty: 2475.403564
Iteration 0F: 2 clusters Score -2779420 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10865 members
Mstep: Class 2 contains 10757 members
Entering Unmasked Estep
Score: -2764333.500000 Penalty: 4950.807129
Iteration 0F: 3 clusters Score -2764334 nChanged 9495
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11430 members
Mstep: Class 2 contains 10192 members
Entering Unmasked Estep
Score: -2769325.750000 Penalty: 4950.807129
Iteration 1F: 3 clusters Score -2769326 nChanged 1087
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11813 members
Mstep: Class 2 contains 9809 members
Entering Unmasked Estep
Score: -2769733.000000 Penalty: 4950.807129
Iteration 2F: 3 clusters Score -2769733 nChanged 950
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12279 members
Mstep: Class 2 contains 9343 members
Entering Unmasked Estep
Score: -2770121.500000 Penalty: 4950.807129
Iteration 3Q: 3 clusters Score -2770122 nChanged 918
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12851 members
Mstep: Class 2 contains 8771 members
Entering Unmasked Estep
Score: -2770504.750000 Penalty: 4950.807129
Iteration 4Q: 3 clusters Score -2770505 nChanged 880
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13531 members
Mstep: Class 2 contains 8091 members
Entering Unmasked Estep
Score: -2770951.750000 Penalty: 4950.807129
Iteration 5Q: 3 clusters Score -2770952 nChanged 939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14344 members
Mstep: Class 2 contains 7278 members
Entering Unmasked Estep
Score: -2771515.000000 Penalty: 4950.807129
Iteration 6Q: 3 clusters Score -2771515 nChanged 1026
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15290 members
Mstep: Class 2 contains 6332 members
Entering Unmasked Estep
Score: -2772207.750000 Penalty: 4950.807129
Iteration 7Q: 3 clusters Score -2772208 nChanged 1126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16358 members
Mstep: Class 2 contains 5264 members
Entering Unmasked Estep
Score: -2773095.750000 Penalty: 4950.807129
Iteration 8F: 3 clusters Score -2773096 nChanged 1259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17575 members
Mstep: Class 2 contains 4047 members
Entering Unmasked Estep
Score: -2774134.750000 Penalty: 4950.807129
Iteration 9F: 3 clusters Score -2774135 nChanged 1165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18684 members
Mstep: Class 2 contains 2938 members
Entering Unmasked Estep
Score: -2775158.250000 Penalty: 4950.807129
Iteration 10F: 3 clusters Score -2775158 nChanged 997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19599 members
Mstep: Class 2 contains 2023 members
Entering Unmasked Estep
Score: -2776064.500000 Penalty: 4950.807129
Iteration 11Q: 3 clusters Score -2776064 nChanged 731
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20244 members
Mstep: Class 2 contains 1378 members
Entering Unmasked Estep
Score: -2776735.500000 Penalty: 4950.807129
Iteration 12Q: 3 clusters Score -2776736 nChanged 468
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20606 members
Mstep: Class 2 contains 1016 members
Entering Unmasked Estep
Score: -2777155.500000 Penalty: 4950.807129
Iteration 13Q: 3 clusters Score -2777156 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20782 members
Mstep: Class 2 contains 840 members
Entering Unmasked Estep
Score: -2777423.250000 Penalty: 4950.807129
Iteration 14Q: 3 clusters Score -2777423 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20885 members
Mstep: Class 2 contains 737 members
Entering Unmasked Estep
Score: -2777573.750000 Penalty: 4950.807129
Iteration 15Q: 3 clusters Score -2777574 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20926 members
Mstep: Class 2 contains 696 members
Entering Unmasked Estep
Score: -2777678.500000 Penalty: 4950.807129
Iteration 16Q: 3 clusters Score -2777678 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20964 members
Mstep: Class 2 contains 658 members
Entering Unmasked Estep
Score: -2777770.500000 Penalty: 4950.807129
Iteration 17Q: 3 clusters Score -2777770 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20990 members
Mstep: Class 2 contains 632 members
Entering Unmasked Estep
Score: -2777839.250000 Penalty: 4950.807129
Iteration 18Q: 3 clusters Score -2777839 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21001 members
Mstep: Class 2 contains 621 members
Entering Unmasked Estep
Score: -2777873.250000 Penalty: 4950.807129
Iteration 19Q: 3 clusters Score -2777873 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20999 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -2777901.750000 Penalty: 4950.807129
Iteration 20F: 3 clusters Score -2777902 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20991 members
Mstep: Class 2 contains 631 members
Entering Unmasked Estep
Score: -2777923.250000 Penalty: 4950.807129
Iteration 21Q: 3 clusters Score -2777923 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21001 members
Mstep: Class 2 contains 621 members
Entering Unmasked Estep
Score: -2777942.000000 Penalty: 4950.807129
Iteration 22Q: 3 clusters Score -2777942 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20996 members
Mstep: Class 2 contains 626 members
Entering Unmasked Estep
Score: -2777957.500000 Penalty: 4950.807129
Iteration 23Q: 3 clusters Score -2777958 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20995 members
Mstep: Class 2 contains 627 members
Entering Unmasked Estep
Score: -2777971.250000 Penalty: 4950.807129
Iteration 24Q: 3 clusters Score -2777971 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21000 members
Mstep: Class 2 contains 622 members
Entering Unmasked Estep
Score: -2777983.750000 Penalty: 4950.807129
Iteration 25Q: 3 clusters Score -2777984 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21007 members
Mstep: Class 2 contains 615 members
Entering Unmasked Estep
Score: -2777992.750000 Penalty: 4950.807129
Iteration 26Q: 3 clusters Score -2777993 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21012 members
Mstep: Class 2 contains 610 members
Entering Unmasked Estep
Score: -2777998.250000 Penalty: 4950.807129
Iteration 27Q: 3 clusters Score -2777998 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21018 members
Mstep: Class 2 contains 604 members
Entering Unmasked Estep
Score: -2778011.750000 Penalty: 4950.807129
Iteration 28Q: 3 clusters Score -2778012 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21022 members
Mstep: Class 2 contains 600 members
Entering Unmasked Estep
Score: -2778020.250000 Penalty: 4950.807129
Iteration 29Q: 3 clusters Score -2778020 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21023 members
Mstep: Class 2 contains 599 members
Entering Unmasked Estep
Score: -2778031.750000 Penalty: 4950.807129
Iteration 30Q: 3 clusters Score -2778032 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21021 members
Mstep: Class 2 contains 601 members
Entering Unmasked Estep
Score: -2778030.750000 Penalty: 4950.807129
Iteration 31Q: 3 clusters Score -2778031 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21020 members
Mstep: Class 2 contains 602 members
Entering Unmasked Estep
Score: -2778032.250000 Penalty: 4950.807129
Iteration 32Q: 3 clusters Score -2778032 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21018 members
Mstep: Class 2 contains 604 members
Entering Unmasked Estep
Score: -2778031.750000 Penalty: 4950.807129
Iteration 33Q: 3 clusters Score -2778032 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21020 members
Mstep: Class 2 contains 602 members
Entering Unmasked Estep
Score: -2778036.250000 Penalty: 4950.807129
Iteration 34Q: 3 clusters Score -2778036 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21018 members
Mstep: Class 2 contains 604 members
Entering Unmasked Estep
Score: -2778040.000000 Penalty: 4950.807129
Iteration 35Q: 3 clusters Score -2778040 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21015 members
Mstep: Class 2 contains 607 members
Entering Unmasked Estep
Score: -2778045.000000 Penalty: 4950.807129
Iteration 36Q: 3 clusters Score -2778045 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21017 members
Mstep: Class 2 contains 605 members
Entering Unmasked Estep
Score: -2778045.750000 Penalty: 4950.807129
Iteration 37Q: 3 clusters Score -2778046 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21018 members
Mstep: Class 2 contains 604 members
Entering Unmasked Estep
Score: -2778047.500000 Penalty: 4950.807129
Iteration 38Q: 3 clusters Score -2778048 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21019 members
Mstep: Class 2 contains 603 members
Entering Unmasked Estep
Score: -2778051.250000 Penalty: 4950.807129
Iteration 39Q: 3 clusters Score -2778051 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21022 members
Mstep: Class 2 contains 600 members
Entering Unmasked Estep
Score: -2778054.500000 Penalty: 4950.807129
Iteration 40F: 3 clusters Score -2778054 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21025 members
Mstep: Class 2 contains 597 members
Entering Unmasked Estep
Score: -2778060.750000 Penalty: 4950.807129
Iteration 41Q: 3 clusters Score -2778061 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21029 members
Mstep: Class 2 contains 593 members
Entering Unmasked Estep
Score: -2778067.000000 Penalty: 4950.807129
Iteration 42Q: 3 clusters Score -2778067 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21029 members
Mstep: Class 2 contains 593 members
Entering Unmasked Estep
Score: -2778073.250000 Penalty: 4950.807129
Iteration 43Q: 3 clusters Score -2778073 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21031 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -2778069.000000 Penalty: 4950.807129
Iteration 44Q: 3 clusters Score -2778069 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21030 members
Mstep: Class 2 contains 592 members
Entering Unmasked Estep
Score: -2778074.250000 Penalty: 4950.807129
Iteration 45Q: 3 clusters Score -2778074 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21031 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -2778072.250000 Penalty: 4950.807129
Iteration 46Q: 3 clusters Score -2778072 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21032 members
Mstep: Class 2 contains 590 members
Entering Unmasked Estep
Score: -2778071.000000 Penalty: 4950.807129
Iteration 47Q: 3 clusters Score -2778071 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21031 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -2778072.750000 Penalty: 4950.807129
Iteration 48Q: 3 clusters Score -2778073 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21029 members
Mstep: Class 2 contains 593 members
Entering Unmasked Estep
Score: -2778073.750000 Penalty: 4950.807129
Iteration 49Q: 3 clusters Score -2778074 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21028 members
Mstep: Class 2 contains 594 members
Entering Unmasked Estep
Score: -2778072.750000 Penalty: 4950.807129
Iteration 50Q: 3 clusters Score -2778073 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21027 members
Mstep: Class 2 contains 595 members
Entering Unmasked Estep
Score: -2778070.500000 Penalty: 4950.807129
Iteration 51Q: 3 clusters Score -2778070 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21027 members
Mstep: Class 2 contains 595 members
Entering Unmasked Estep
Score: -2778070.500000 Penalty: 4950.807129
Iteration 52F: 3 clusters Score -2778070 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (194039 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 194039 members
Entering Unmasked Estep
Score: -24884130.000000 Penalty: 3019.602051
Iteration 0F: 2 clusters Score -2.488413e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96946 members
Mstep: Class 2 contains 97093 members
Entering Unmasked Estep
Score: -24762734.000000 Penalty: 6039.204102
Iteration 0F: 3 clusters Score -2.476273e+07 nChanged 93227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95911 members
Mstep: Class 2 contains 98128 members
Entering Unmasked Estep
Score: -24817594.000000 Penalty: 6039.204102
Iteration 1F: 3 clusters Score -2.481759e+07 nChanged 6256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94721 members
Mstep: Class 2 contains 99318 members
Entering Unmasked Estep
Score: -24819436.000000 Penalty: 6039.204102
Iteration 2Q: 3 clusters Score -2.481944e+07 nChanged 7729
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92458 members
Mstep: Class 2 contains 101581 members
Entering Unmasked Estep
Score: -24822480.000000 Penalty: 6039.204102
Iteration 3Q: 3 clusters Score -2.482248e+07 nChanged 9765
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88545 members
Mstep: Class 2 contains 105494 members
Entering Unmasked Estep
Score: -24827514.000000 Penalty: 6039.204102
Iteration 4F: 3 clusters Score -2.482751e+07 nChanged 12199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82530 members
Mstep: Class 2 contains 111509 members
Entering Unmasked Estep
Score: -24834810.000000 Penalty: 6039.204102
Iteration 5F: 3 clusters Score -2.483481e+07 nChanged 14308
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74336 members
Mstep: Class 2 contains 119703 members
Entering Unmasked Estep
Score: -24845122.000000 Penalty: 6039.204102
Iteration 6F: 3 clusters Score -2.484512e+07 nChanged 14986
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65392 members
Mstep: Class 2 contains 128647 members
Entering Unmasked Estep
Score: -24857226.000000 Penalty: 6039.204102
Iteration 7F: 3 clusters Score -2.485723e+07 nChanged 13118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57988 members
Mstep: Class 2 contains 136051 members
Entering Unmasked Estep
Score: -24868952.000000 Penalty: 6039.204102
Iteration 8F: 3 clusters Score -2.486895e+07 nChanged 9517
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53195 members
Mstep: Class 2 contains 140844 members
Entering Unmasked Estep
Score: -24875566.000000 Penalty: 6039.204102
Iteration 9Q: 3 clusters Score -2.487557e+07 nChanged 5692
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49981 members
Mstep: Class 2 contains 144058 members
Entering Unmasked Estep
Score: -24878166.000000 Penalty: 6039.204102
Iteration 10Q: 3 clusters Score -2.487817e+07 nChanged 3460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47281 members
Mstep: Class 2 contains 146758 members
Entering Unmasked Estep
Score: -24879596.000000 Penalty: 6039.204102
Iteration 11Q: 3 clusters Score -2.48796e+07 nChanged 2809
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44694 members
Mstep: Class 2 contains 149345 members
Entering Unmasked Estep
Score: -24880574.000000 Penalty: 6039.204102
Iteration 12Q: 3 clusters Score -2.488057e+07 nChanged 2675
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42125 members
Mstep: Class 2 contains 151914 members
Entering Unmasked Estep
Score: -24881312.000000 Penalty: 6039.204102
Iteration 13Q: 3 clusters Score -2.488131e+07 nChanged 2631
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39528 members
Mstep: Class 2 contains 154511 members
Entering Unmasked Estep
Score: -24882082.000000 Penalty: 6039.204102
Iteration 14Q: 3 clusters Score -2.488208e+07 nChanged 2769
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36771 members
Mstep: Class 2 contains 157268 members
Entering Unmasked Estep
Score: -24882686.000000 Penalty: 6039.204102
Iteration 15Q: 3 clusters Score -2.488269e+07 nChanged 3023
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33748 members
Mstep: Class 2 contains 160291 members
Entering Unmasked Estep
Score: -24883394.000000 Penalty: 6039.204102
Iteration 16Q: 3 clusters Score -2.488339e+07 nChanged 3377
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30371 members
Mstep: Class 2 contains 163668 members
Entering Unmasked Estep
Score: -24884078.000000 Penalty: 6039.204102
Iteration 17Q: 3 clusters Score -2.488408e+07 nChanged 3657
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26714 members
Mstep: Class 2 contains 167325 members
Entering Unmasked Estep
Score: -24884820.000000 Penalty: 6039.204102
Iteration 18Q: 3 clusters Score -2.488482e+07 nChanged 3689
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23025 members
Mstep: Class 2 contains 171014 members
Entering Unmasked Estep
Score: -24885194.000000 Penalty: 6039.204102
Iteration 19Q: 3 clusters Score -2.488519e+07 nChanged 3537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19488 members
Mstep: Class 2 contains 174551 members
Entering Unmasked Estep
Score: -24885282.000000 Penalty: 6039.204102
Iteration 20F: 3 clusters Score -2.488528e+07 nChanged 3235
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16253 members
Mstep: Class 2 contains 177786 members
Entering Unmasked Estep
Score: -24885590.000000 Penalty: 6039.204102
Iteration 21Q: 3 clusters Score -2.488559e+07 nChanged 2792
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13461 members
Mstep: Class 2 contains 180578 members
Entering Unmasked Estep
Score: -24885490.000000 Penalty: 6039.204102
Iteration 22Q: 3 clusters Score -2.488549e+07 nChanged 2242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11219 members
Mstep: Class 2 contains 182820 members
Entering Unmasked Estep
Score: -24885290.000000 Penalty: 6039.204102
Iteration 23Q: 3 clusters Score -2.488529e+07 nChanged 1862
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9357 members
Mstep: Class 2 contains 184682 members
Entering Unmasked Estep
Score: -24885110.000000 Penalty: 6039.204102
Iteration 24Q: 3 clusters Score -2.488511e+07 nChanged 1563
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7794 members
Mstep: Class 2 contains 186245 members
Entering Unmasked Estep
Score: -24884834.000000 Penalty: 6039.204102
Iteration 25Q: 3 clusters Score -2.488483e+07 nChanged 1247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6547 members
Mstep: Class 2 contains 187492 members
Entering Unmasked Estep
Score: -24884450.000000 Penalty: 6039.204102
Iteration 26Q: 3 clusters Score -2.488445e+07 nChanged 1052
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5495 members
Mstep: Class 2 contains 188544 members
Entering Unmasked Estep
Score: -24884244.000000 Penalty: 6039.204102
Iteration 27Q: 3 clusters Score -2.488424e+07 nChanged 870
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4625 members
Mstep: Class 2 contains 189414 members
Entering Unmasked Estep
Score: -24883958.000000 Penalty: 6039.204102
Iteration 28Q: 3 clusters Score -2.488396e+07 nChanged 693
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3932 members
Mstep: Class 2 contains 190107 members
Entering Unmasked Estep
Score: -24883820.000000 Penalty: 6039.204102
Iteration 29Q: 3 clusters Score -2.488382e+07 nChanged 571
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3361 members
Mstep: Class 2 contains 190678 members
Entering Unmasked Estep
Score: -24883670.000000 Penalty: 6039.204102
Iteration 30Q: 3 clusters Score -2.488367e+07 nChanged 448
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2913 members
Mstep: Class 2 contains 191126 members
Entering Unmasked Estep
Score: -24883472.000000 Penalty: 6039.204102
Iteration 31Q: 3 clusters Score -2.488347e+07 nChanged 352
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2561 members
Mstep: Class 2 contains 191478 members
Entering Unmasked Estep
Score: -24883326.000000 Penalty: 6039.204102
Iteration 32Q: 3 clusters Score -2.488333e+07 nChanged 262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2299 members
Mstep: Class 2 contains 191740 members
Entering Unmasked Estep
Score: -24883250.000000 Penalty: 6039.204102
Iteration 33Q: 3 clusters Score -2.488325e+07 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2094 members
Mstep: Class 2 contains 191945 members
Entering Unmasked Estep
Score: -24883196.000000 Penalty: 6039.204102
Iteration 34Q: 3 clusters Score -2.48832e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1928 members
Mstep: Class 2 contains 192111 members
Entering Unmasked Estep
Score: -24883122.000000 Penalty: 6039.204102
Iteration 35Q: 3 clusters Score -2.488312e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1805 members
Mstep: Class 2 contains 192234 members
Entering Unmasked Estep
Score: -24883062.000000 Penalty: 6039.204102
Iteration 36Q: 3 clusters Score -2.488306e+07 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1703 members
Mstep: Class 2 contains 192336 members
Entering Unmasked Estep
Score: -24883024.000000 Penalty: 6039.204102
Iteration 37Q: 3 clusters Score -2.488302e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1621 members
Mstep: Class 2 contains 192418 members
Entering Unmasked Estep
Score: -24882934.000000 Penalty: 6039.204102
Iteration 38Q: 3 clusters Score -2.488293e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1559 members
Mstep: Class 2 contains 192480 members
Entering Unmasked Estep
Score: -24882886.000000 Penalty: 6039.204102
Iteration 39Q: 3 clusters Score -2.488289e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1515 members
Mstep: Class 2 contains 192524 members
Entering Unmasked Estep
Score: -24882886.000000 Penalty: 6039.204102
Iteration 40F: 3 clusters Score -2.488289e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1475 members
Mstep: Class 2 contains 192564 members
Entering Unmasked Estep
Score: -24882860.000000 Penalty: 6039.204102
Iteration 41Q: 3 clusters Score -2.488286e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1443 members
Mstep: Class 2 contains 192596 members
Entering Unmasked Estep
Score: -24882850.000000 Penalty: 6039.204102
Iteration 42Q: 3 clusters Score -2.488285e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1418 members
Mstep: Class 2 contains 192621 members
Entering Unmasked Estep
Score: -24882848.000000 Penalty: 6039.204102
Iteration 43Q: 3 clusters Score -2.488285e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1403 members
Mstep: Class 2 contains 192636 members
Entering Unmasked Estep
Score: -24882848.000000 Penalty: 6039.204102
Iteration 44Q: 3 clusters Score -2.488285e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1385 members
Mstep: Class 2 contains 192654 members
Entering Unmasked Estep
Score: -24882820.000000 Penalty: 6039.204102
Iteration 45Q: 3 clusters Score -2.488282e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1372 members
Mstep: Class 2 contains 192667 members
Entering Unmasked Estep
Score: -24882816.000000 Penalty: 6039.204102
Iteration 46Q: 3 clusters Score -2.488282e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1364 members
Mstep: Class 2 contains 192675 members
Entering Unmasked Estep
Score: -24882794.000000 Penalty: 6039.204102
Iteration 47Q: 3 clusters Score -2.488279e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1352 members
Mstep: Class 2 contains 192687 members
Entering Unmasked Estep
Score: -24882780.000000 Penalty: 6039.204102
Iteration 48Q: 3 clusters Score -2.488278e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1338 members
Mstep: Class 2 contains 192701 members
Entering Unmasked Estep
Score: -24882782.000000 Penalty: 6039.204102
Iteration 49Q: 3 clusters Score -2.488278e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1328 members
Mstep: Class 2 contains 192711 members
Entering Unmasked Estep
Score: -24882760.000000 Penalty: 6039.204102
Iteration 50Q: 3 clusters Score -2.488276e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1309 members
Mstep: Class 2 contains 192730 members
Entering Unmasked Estep
Score: -24882752.000000 Penalty: 6039.204102
Iteration 51Q: 3 clusters Score -2.488275e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1298 members
Mstep: Class 2 contains 192741 members
Entering Unmasked Estep
Score: -24882754.000000 Penalty: 6039.204102
Iteration 52Q: 3 clusters Score -2.488275e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1288 members
Mstep: Class 2 contains 192751 members
Entering Unmasked Estep
Score: -24882746.000000 Penalty: 6039.204102
Iteration 53Q: 3 clusters Score -2.488275e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1276 members
Mstep: Class 2 contains 192763 members
Entering Unmasked Estep
Score: -24882740.000000 Penalty: 6039.204102
Iteration 54Q: 3 clusters Score -2.488274e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1266 members
Mstep: Class 2 contains 192773 members
Entering Unmasked Estep
Score: -24882744.000000 Penalty: 6039.204102
Iteration 55Q: 3 clusters Score -2.488274e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1258 members
Mstep: Class 2 contains 192781 members
Entering Unmasked Estep
Score: -24882738.000000 Penalty: 6039.204102
Iteration 56Q: 3 clusters Score -2.488274e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1253 members
Mstep: Class 2 contains 192786 members
Entering Unmasked Estep
Score: -24882742.000000 Penalty: 6039.204102
Iteration 57Q: 3 clusters Score -2.488274e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1248 members
Mstep: Class 2 contains 192791 members
Entering Unmasked Estep
Score: -24882712.000000 Penalty: 6039.204102
Iteration 58Q: 3 clusters Score -2.488271e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1238 members
Mstep: Class 2 contains 192801 members
Entering Unmasked Estep
Score: -24882708.000000 Penalty: 6039.204102
Iteration 59Q: 3 clusters Score -2.488271e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1226 members
Mstep: Class 2 contains 192813 members
Entering Unmasked Estep
Score: -24882702.000000 Penalty: 6039.204102
Iteration 60F: 3 clusters Score -2.48827e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1215 members
Mstep: Class 2 contains 192824 members
Entering Unmasked Estep
Score: -24882674.000000 Penalty: 6039.204102
Iteration 61Q: 3 clusters Score -2.488267e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1210 members
Mstep: Class 2 contains 192829 members
Entering Unmasked Estep
Score: -24882706.000000 Penalty: 6039.204102
Iteration 62Q: 3 clusters Score -2.488271e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1200 members
Mstep: Class 2 contains 192839 members
Entering Unmasked Estep
Score: -24882682.000000 Penalty: 6039.204102
Iteration 63Q: 3 clusters Score -2.488268e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1192 members
Mstep: Class 2 contains 192847 members
Entering Unmasked Estep
Score: -24882700.000000 Penalty: 6039.204102
Iteration 64Q: 3 clusters Score -2.48827e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1176 members
Mstep: Class 2 contains 192863 members
Entering Unmasked Estep
Score: -24882684.000000 Penalty: 6039.204102
Iteration 65Q: 3 clusters Score -2.488268e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1157 members
Mstep: Class 2 contains 192882 members
Entering Unmasked Estep
Score: -24882686.000000 Penalty: 6039.204102
Iteration 66Q: 3 clusters Score -2.488269e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1140 members
Mstep: Class 2 contains 192899 members
Entering Unmasked Estep
Score: -24882662.000000 Penalty: 6039.204102
Iteration 67Q: 3 clusters Score -2.488266e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1126 members
Mstep: Class 2 contains 192913 members
Entering Unmasked Estep
Score: -24882646.000000 Penalty: 6039.204102
Iteration 68Q: 3 clusters Score -2.488265e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1119 members
Mstep: Class 2 contains 192920 members
Entering Unmasked Estep
Score: -24882634.000000 Penalty: 6039.204102
Iteration 69Q: 3 clusters Score -2.488263e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1110 members
Mstep: Class 2 contains 192929 members
Entering Unmasked Estep
Score: -24882644.000000 Penalty: 6039.204102
Iteration 70Q: 3 clusters Score -2.488264e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 192934 members
Entering Unmasked Estep
Score: -24882626.000000 Penalty: 6039.204102
Iteration 71Q: 3 clusters Score -2.488263e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1096 members
Mstep: Class 2 contains 192943 members
Entering Unmasked Estep
Score: -24882632.000000 Penalty: 6039.204102
Iteration 72Q: 3 clusters Score -2.488263e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1087 members
Mstep: Class 2 contains 192952 members
Entering Unmasked Estep
Score: -24882642.000000 Penalty: 6039.204102
Iteration 73Q: 3 clusters Score -2.488264e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1079 members
Mstep: Class 2 contains 192960 members
Entering Unmasked Estep
Score: -24882642.000000 Penalty: 6039.204102
Iteration 74Q: 3 clusters Score -2.488264e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1077 members
Mstep: Class 2 contains 192962 members
Entering Unmasked Estep
Score: -24882618.000000 Penalty: 6039.204102
Iteration 75Q: 3 clusters Score -2.488262e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1076 members
Mstep: Class 2 contains 192963 members
Entering Unmasked Estep
Score: -24882622.000000 Penalty: 6039.204102
Iteration 76Q: 3 clusters Score -2.488262e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1071 members
Mstep: Class 2 contains 192968 members
Entering Unmasked Estep
Score: -24882624.000000 Penalty: 6039.204102
Iteration 77Q: 3 clusters Score -2.488262e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1066 members
Mstep: Class 2 contains 192973 members
Entering Unmasked Estep
Score: -24882634.000000 Penalty: 6039.204102
Iteration 78Q: 3 clusters Score -2.488263e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1060 members
Mstep: Class 2 contains 192979 members
Entering Unmasked Estep
Score: -24882620.000000 Penalty: 6039.204102
Iteration 79Q: 3 clusters Score -2.488262e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1054 members
Mstep: Class 2 contains 192985 members
Entering Unmasked Estep
Score: -24882614.000000 Penalty: 6039.204102
Iteration 80F: 3 clusters Score -2.488261e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1048 members
Mstep: Class 2 contains 192991 members
Entering Unmasked Estep
Score: -24882606.000000 Penalty: 6039.204102
Iteration 81Q: 3 clusters Score -2.488261e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1045 members
Mstep: Class 2 contains 192994 members
Entering Unmasked Estep
Score: -24882608.000000 Penalty: 6039.204102
Iteration 82Q: 3 clusters Score -2.488261e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1044 members
Mstep: Class 2 contains 192995 members
Entering Unmasked Estep
Score: -24882606.000000 Penalty: 6039.204102
Iteration 83Q: 3 clusters Score -2.488261e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1044 members
Mstep: Class 2 contains 192995 members
Entering Unmasked Estep
Score: -24882606.000000 Penalty: 6039.204102
Iteration 84F: 3 clusters Score -2.488261e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 16 (10059 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10059 members
Entering Unmasked Estep
Score: -1226746.625000 Penalty: 2285.623291
Iteration 0F: 2 clusters Score -1226747 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5034 members
Mstep: Class 2 contains 5025 members
Entering Unmasked Estep
Score: -1219022.125000 Penalty: 4571.246582
Iteration 0F: 3 clusters Score -1219022 nChanged 4174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4964 members
Mstep: Class 2 contains 5095 members
Entering Unmasked Estep
Score: -1221243.375000 Penalty: 4571.246582
Iteration 1F: 3 clusters Score -1221243 nChanged 617
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5003 members
Mstep: Class 2 contains 5056 members
Entering Unmasked Estep
Score: -1221552.625000 Penalty: 4571.246582
Iteration 2F: 3 clusters Score -1221553 nChanged 509
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5070 members
Mstep: Class 2 contains 4989 members
Entering Unmasked Estep
Score: -1221897.250000 Penalty: 4571.246582
Iteration 3F: 3 clusters Score -1221897 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5238 members
Mstep: Class 2 contains 4821 members
Entering Unmasked Estep
Score: -1222379.250000 Penalty: 4571.246582
Iteration 4F: 3 clusters Score -1222379 nChanged 641
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5475 members
Mstep: Class 2 contains 4584 members
Entering Unmasked Estep
Score: -1223039.250000 Penalty: 4571.246582
Iteration 5F: 3 clusters Score -1223039 nChanged 785
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5834 members
Mstep: Class 2 contains 4225 members
Entering Unmasked Estep
Score: -1223687.875000 Penalty: 4571.246582
Iteration 6F: 3 clusters Score -1223688 nChanged 742
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6260 members
Mstep: Class 2 contains 3799 members
Entering Unmasked Estep
Score: -1224272.250000 Penalty: 4571.246582
Iteration 7F: 3 clusters Score -1224272 nChanged 654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6682 members
Mstep: Class 2 contains 3377 members
Entering Unmasked Estep
Score: -1224764.750000 Penalty: 4571.246582
Iteration 8F: 3 clusters Score -1224765 nChanged 505
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7031 members
Mstep: Class 2 contains 3028 members
Entering Unmasked Estep
Score: -1225107.125000 Penalty: 4571.246582
Iteration 9F: 3 clusters Score -1225107 nChanged 339
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7282 members
Mstep: Class 2 contains 2777 members
Entering Unmasked Estep
Score: -1225296.250000 Penalty: 4571.246582
Iteration 10Q: 3 clusters Score -1225296 nChanged 261
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7515 members
Mstep: Class 2 contains 2544 members
Entering Unmasked Estep
Score: -1225438.875000 Penalty: 4571.246582
Iteration 11Q: 3 clusters Score -1225439 nChanged 221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7722 members
Mstep: Class 2 contains 2337 members
Entering Unmasked Estep
Score: -1225549.125000 Penalty: 4571.246582
Iteration 12Q: 3 clusters Score -1225549 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7888 members
Mstep: Class 2 contains 2171 members
Entering Unmasked Estep
Score: -1225639.875000 Penalty: 4571.246582
Iteration 13Q: 3 clusters Score -1225640 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8014 members
Mstep: Class 2 contains 2045 members
Entering Unmasked Estep
Score: -1225690.750000 Penalty: 4571.246582
Iteration 14Q: 3 clusters Score -1225691 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8110 members
Mstep: Class 2 contains 1949 members
Entering Unmasked Estep
Score: -1225733.125000 Penalty: 4571.246582
Iteration 15Q: 3 clusters Score -1225733 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8206 members
Mstep: Class 2 contains 1853 members
Entering Unmasked Estep
Score: -1225770.125000 Penalty: 4571.246582
Iteration 16Q: 3 clusters Score -1225770 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8297 members
Mstep: Class 2 contains 1762 members
Entering Unmasked Estep
Score: -1225808.375000 Penalty: 4571.246582
Iteration 17Q: 3 clusters Score -1225808 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8377 members
Mstep: Class 2 contains 1682 members
Entering Unmasked Estep
Score: -1225848.625000 Penalty: 4571.246582
Iteration 18Q: 3 clusters Score -1225849 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8460 members
Mstep: Class 2 contains 1599 members
Entering Unmasked Estep
Score: -1225882.875000 Penalty: 4571.246582
Iteration 19Q: 3 clusters Score -1225883 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8530 members
Mstep: Class 2 contains 1529 members
Entering Unmasked Estep
Score: -1225914.375000 Penalty: 4571.246582
Iteration 20F: 3 clusters Score -1225914 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8590 members
Mstep: Class 2 contains 1469 members
Entering Unmasked Estep
Score: -1225938.500000 Penalty: 4571.246582
Iteration 21Q: 3 clusters Score -1225938 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8642 members
Mstep: Class 2 contains 1417 members
Entering Unmasked Estep
Score: -1225959.250000 Penalty: 4571.246582
Iteration 22Q: 3 clusters Score -1225959 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8694 members
Mstep: Class 2 contains 1365 members
Entering Unmasked Estep
Score: -1225985.000000 Penalty: 4571.246582
Iteration 23Q: 3 clusters Score -1225985 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8749 members
Mstep: Class 2 contains 1310 members
Entering Unmasked Estep
Score: -1226008.625000 Penalty: 4571.246582
Iteration 24Q: 3 clusters Score -1226009 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8807 members
Mstep: Class 2 contains 1252 members
Entering Unmasked Estep
Score: -1226035.000000 Penalty: 4571.246582
Iteration 25Q: 3 clusters Score -1226035 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8862 members
Mstep: Class 2 contains 1197 members
Entering Unmasked Estep
Score: -1226055.750000 Penalty: 4571.246582
Iteration 26Q: 3 clusters Score -1226056 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8898 members
Mstep: Class 2 contains 1161 members
Entering Unmasked Estep
Score: -1226069.250000 Penalty: 4571.246582
Iteration 27Q: 3 clusters Score -1226069 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8934 members
Mstep: Class 2 contains 1125 members
Entering Unmasked Estep
Score: -1226079.250000 Penalty: 4571.246582
Iteration 28Q: 3 clusters Score -1226079 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8958 members
Mstep: Class 2 contains 1101 members
Entering Unmasked Estep
Score: -1226086.000000 Penalty: 4571.246582
Iteration 29Q: 3 clusters Score -1226086 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8973 members
Mstep: Class 2 contains 1086 members
Entering Unmasked Estep
Score: -1226089.500000 Penalty: 4571.246582
Iteration 30Q: 3 clusters Score -1226090 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8983 members
Mstep: Class 2 contains 1076 members
Entering Unmasked Estep
Score: -1226089.750000 Penalty: 4571.246582
Iteration 31Q: 3 clusters Score -1226090 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8993 members
Mstep: Class 2 contains 1066 members
Entering Unmasked Estep
Score: -1226097.125000 Penalty: 4571.246582
Iteration 32Q: 3 clusters Score -1226097 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9007 members
Mstep: Class 2 contains 1052 members
Entering Unmasked Estep
Score: -1226102.625000 Penalty: 4571.246582
Iteration 33Q: 3 clusters Score -1226103 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9020 members
Mstep: Class 2 contains 1039 members
Entering Unmasked Estep
Score: -1226105.875000 Penalty: 4571.246582
Iteration 34Q: 3 clusters Score -1226106 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9037 members
Mstep: Class 2 contains 1022 members
Entering Unmasked Estep
Score: -1226108.125000 Penalty: 4571.246582
Iteration 35Q: 3 clusters Score -1226108 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9052 members
Mstep: Class 2 contains 1007 members
Entering Unmasked Estep
Score: -1226115.750000 Penalty: 4571.246582
Iteration 36Q: 3 clusters Score -1226116 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9065 members
Mstep: Class 2 contains 994 members
Entering Unmasked Estep
Score: -1226122.125000 Penalty: 4571.246582
Iteration 37Q: 3 clusters Score -1226122 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9074 members
Mstep: Class 2 contains 985 members
Entering Unmasked Estep
Score: -1226127.875000 Penalty: 4571.246582
Iteration 38Q: 3 clusters Score -1226128 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9085 members
Mstep: Class 2 contains 974 members
Entering Unmasked Estep
Score: -1226131.750000 Penalty: 4571.246582
Iteration 39Q: 3 clusters Score -1226132 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9096 members
Mstep: Class 2 contains 963 members
Entering Unmasked Estep
Score: -1226137.500000 Penalty: 4571.246582
Iteration 40F: 3 clusters Score -1226138 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9103 members
Mstep: Class 2 contains 956 members
Entering Unmasked Estep
Score: -1226139.875000 Penalty: 4571.246582
Iteration 41Q: 3 clusters Score -1226140 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9111 members
Mstep: Class 2 contains 948 members
Entering Unmasked Estep
Score: -1226142.125000 Penalty: 4571.246582
Iteration 42Q: 3 clusters Score -1226142 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9118 members
Mstep: Class 2 contains 941 members
Entering Unmasked Estep
Score: -1226142.500000 Penalty: 4571.246582
Iteration 43Q: 3 clusters Score -1226142 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9125 members
Mstep: Class 2 contains 934 members
Entering Unmasked Estep
Score: -1226142.375000 Penalty: 4571.246582
Iteration 44Q: 3 clusters Score -1226142 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9128 members
Mstep: Class 2 contains 931 members
Entering Unmasked Estep
Score: -1226144.250000 Penalty: 4571.246582
Iteration 45Q: 3 clusters Score -1226144 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9131 members
Mstep: Class 2 contains 928 members
Entering Unmasked Estep
Score: -1226147.000000 Penalty: 4571.246582
Iteration 46Q: 3 clusters Score -1226147 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9134 members
Mstep: Class 2 contains 925 members
Entering Unmasked Estep
Score: -1226149.125000 Penalty: 4571.246582
Iteration 47Q: 3 clusters Score -1226149 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9137 members
Mstep: Class 2 contains 922 members
Entering Unmasked Estep
Score: -1226147.625000 Penalty: 4571.246582
Iteration 48Q: 3 clusters Score -1226148 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9138 members
Mstep: Class 2 contains 921 members
Entering Unmasked Estep
Score: -1226147.750000 Penalty: 4571.246582
Iteration 49Q: 3 clusters Score -1226148 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9138 members
Mstep: Class 2 contains 921 members
Entering Unmasked Estep
Score: -1226147.750000 Penalty: 4571.246582
Iteration 50F: 3 clusters Score -1226148 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (52225 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52225 members
Entering Unmasked Estep
Score: -6813138.000000 Penalty: 2694.102539
Iteration 0F: 2 clusters Score -6813138 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26263 members
Mstep: Class 2 contains 25962 members
Entering Unmasked Estep
Score: -6778061.500000 Penalty: 5388.205078
Iteration 0F: 3 clusters Score -6778062 nChanged 24039
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27606 members
Mstep: Class 2 contains 24619 members
Entering Unmasked Estep
Score: -6791772.000000 Penalty: 5388.205078
Iteration 1F: 3 clusters Score -6791772 nChanged 2555
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28617 members
Mstep: Class 2 contains 23608 members
Entering Unmasked Estep
Score: -6792892.000000 Penalty: 5388.205078
Iteration 2Q: 3 clusters Score -6792892 nChanged 3006
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30217 members
Mstep: Class 2 contains 22008 members
Entering Unmasked Estep
Score: -6794399.000000 Penalty: 5388.205078
Iteration 3F: 3 clusters Score -6794399 nChanged 3572
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32517 members
Mstep: Class 2 contains 19708 members
Entering Unmasked Estep
Score: -6796816.500000 Penalty: 5388.205078
Iteration 4F: 3 clusters Score -6796816 nChanged 4050
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35307 members
Mstep: Class 2 contains 16918 members
Entering Unmasked Estep
Score: -6800068.000000 Penalty: 5388.205078
Iteration 5F: 3 clusters Score -6800068 nChanged 3882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38035 members
Mstep: Class 2 contains 14190 members
Entering Unmasked Estep
Score: -6803746.000000 Penalty: 5388.205078
Iteration 6F: 3 clusters Score -6803746 nChanged 3068
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39921 members
Mstep: Class 2 contains 12304 members
Entering Unmasked Estep
Score: -6806475.000000 Penalty: 5388.205078
Iteration 7F: 3 clusters Score -6806475 nChanged 2087
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41088 members
Mstep: Class 2 contains 11137 members
Entering Unmasked Estep
Score: -6807846.000000 Penalty: 5388.205078
Iteration 8Q: 3 clusters Score -6807846 nChanged 1183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41905 members
Mstep: Class 2 contains 10320 members
Entering Unmasked Estep
Score: -6808337.000000 Penalty: 5388.205078
Iteration 9Q: 3 clusters Score -6808337 nChanged 794
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42629 members
Mstep: Class 2 contains 9596 members
Entering Unmasked Estep
Score: -6808661.500000 Penalty: 5388.205078
Iteration 10Q: 3 clusters Score -6808662 nChanged 637
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43254 members
Mstep: Class 2 contains 8971 members
Entering Unmasked Estep
Score: -6808869.000000 Penalty: 5388.205078
Iteration 11Q: 3 clusters Score -6808869 nChanged 537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43787 members
Mstep: Class 2 contains 8438 members
Entering Unmasked Estep
Score: -6809018.500000 Penalty: 5388.205078
Iteration 12Q: 3 clusters Score -6809018 nChanged 508
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44293 members
Mstep: Class 2 contains 7932 members
Entering Unmasked Estep
Score: -6809203.500000 Penalty: 5388.205078
Iteration 13Q: 3 clusters Score -6809204 nChanged 482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44773 members
Mstep: Class 2 contains 7452 members
Entering Unmasked Estep
Score: -6809362.000000 Penalty: 5388.205078
Iteration 14Q: 3 clusters Score -6809362 nChanged 444
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45217 members
Mstep: Class 2 contains 7008 members
Entering Unmasked Estep
Score: -6809483.000000 Penalty: 5388.205078
Iteration 15Q: 3 clusters Score -6809483 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45638 members
Mstep: Class 2 contains 6587 members
Entering Unmasked Estep
Score: -6809577.500000 Penalty: 5388.205078
Iteration 16Q: 3 clusters Score -6809578 nChanged 405
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46043 members
Mstep: Class 2 contains 6182 members
Entering Unmasked Estep
Score: -6809696.500000 Penalty: 5388.205078
Iteration 17Q: 3 clusters Score -6809696 nChanged 390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46433 members
Mstep: Class 2 contains 5792 members
Entering Unmasked Estep
Score: -6809812.500000 Penalty: 5388.205078
Iteration 18Q: 3 clusters Score -6809812 nChanged 362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46795 members
Mstep: Class 2 contains 5430 members
Entering Unmasked Estep
Score: -6809943.000000 Penalty: 5388.205078
Iteration 19Q: 3 clusters Score -6809943 nChanged 367
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47162 members
Mstep: Class 2 contains 5063 members
Entering Unmasked Estep
Score: -6810047.500000 Penalty: 5388.205078
Iteration 20F: 3 clusters Score -6810048 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47503 members
Mstep: Class 2 contains 4722 members
Entering Unmasked Estep
Score: -6810194.500000 Penalty: 5388.205078
Iteration 21Q: 3 clusters Score -6810194 nChanged 321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47824 members
Mstep: Class 2 contains 4401 members
Entering Unmasked Estep
Score: -6810280.500000 Penalty: 5388.205078
Iteration 22Q: 3 clusters Score -6810280 nChanged 295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48119 members
Mstep: Class 2 contains 4106 members
Entering Unmasked Estep
Score: -6810365.000000 Penalty: 5388.205078
Iteration 23Q: 3 clusters Score -6810365 nChanged 235
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48354 members
Mstep: Class 2 contains 3871 members
Entering Unmasked Estep
Score: -6810414.000000 Penalty: 5388.205078
Iteration 24Q: 3 clusters Score -6810414 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48565 members
Mstep: Class 2 contains 3660 members
Entering Unmasked Estep
Score: -6810472.000000 Penalty: 5388.205078
Iteration 25Q: 3 clusters Score -6810472 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48746 members
Mstep: Class 2 contains 3479 members
Entering Unmasked Estep
Score: -6810548.500000 Penalty: 5388.205078
Iteration 26Q: 3 clusters Score -6810548 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48923 members
Mstep: Class 2 contains 3302 members
Entering Unmasked Estep
Score: -6810589.000000 Penalty: 5388.205078
Iteration 27Q: 3 clusters Score -6810589 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49086 members
Mstep: Class 2 contains 3139 members
Entering Unmasked Estep
Score: -6810634.500000 Penalty: 5388.205078
Iteration 28Q: 3 clusters Score -6810634 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49227 members
Mstep: Class 2 contains 2998 members
Entering Unmasked Estep
Score: -6810672.500000 Penalty: 5388.205078
Iteration 29Q: 3 clusters Score -6810672 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49377 members
Mstep: Class 2 contains 2848 members
Entering Unmasked Estep
Score: -6810715.000000 Penalty: 5388.205078
Iteration 30Q: 3 clusters Score -6810715 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49506 members
Mstep: Class 2 contains 2719 members
Entering Unmasked Estep
Score: -6810757.500000 Penalty: 5388.205078
Iteration 31Q: 3 clusters Score -6810758 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49630 members
Mstep: Class 2 contains 2595 members
Entering Unmasked Estep
Score: -6810791.000000 Penalty: 5388.205078
Iteration 32Q: 3 clusters Score -6810791 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49747 members
Mstep: Class 2 contains 2478 members
Entering Unmasked Estep
Score: -6810829.500000 Penalty: 5388.205078
Iteration 33Q: 3 clusters Score -6810830 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49853 members
Mstep: Class 2 contains 2372 members
Entering Unmasked Estep
Score: -6810871.000000 Penalty: 5388.205078
Iteration 34Q: 3 clusters Score -6810871 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49948 members
Mstep: Class 2 contains 2277 members
Entering Unmasked Estep
Score: -6810903.000000 Penalty: 5388.205078
Iteration 35Q: 3 clusters Score -6810903 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50024 members
Mstep: Class 2 contains 2201 members
Entering Unmasked Estep
Score: -6810930.000000 Penalty: 5388.205078
Iteration 36Q: 3 clusters Score -6810930 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50088 members
Mstep: Class 2 contains 2137 members
Entering Unmasked Estep
Score: -6810944.000000 Penalty: 5388.205078
Iteration 37Q: 3 clusters Score -6810944 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50143 members
Mstep: Class 2 contains 2082 members
Entering Unmasked Estep
Score: -6810965.500000 Penalty: 5388.205078
Iteration 38Q: 3 clusters Score -6810966 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50190 members
Mstep: Class 2 contains 2035 members
Entering Unmasked Estep
Score: -6810972.000000 Penalty: 5388.205078
Iteration 39Q: 3 clusters Score -6810972 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50226 members
Mstep: Class 2 contains 1999 members
Entering Unmasked Estep
Score: -6810984.000000 Penalty: 5388.205078
Iteration 40F: 3 clusters Score -6810984 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50260 members
Mstep: Class 2 contains 1965 members
Entering Unmasked Estep
Score: -6810986.500000 Penalty: 5388.205078
Iteration 41Q: 3 clusters Score -6810986 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50292 members
Mstep: Class 2 contains 1933 members
Entering Unmasked Estep
Score: -6810989.000000 Penalty: 5388.205078
Iteration 42Q: 3 clusters Score -6810989 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50321 members
Mstep: Class 2 contains 1904 members
Entering Unmasked Estep
Score: -6811005.000000 Penalty: 5388.205078
Iteration 43Q: 3 clusters Score -6811005 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50342 members
Mstep: Class 2 contains 1883 members
Entering Unmasked Estep
Score: -6810998.500000 Penalty: 5388.205078
Iteration 44Q: 3 clusters Score -6810998 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50361 members
Mstep: Class 2 contains 1864 members
Entering Unmasked Estep
Score: -6811003.000000 Penalty: 5388.205078
Iteration 45Q: 3 clusters Score -6811003 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50382 members
Mstep: Class 2 contains 1843 members
Entering Unmasked Estep
Score: -6811014.500000 Penalty: 5388.205078
Iteration 46Q: 3 clusters Score -6811014 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50401 members
Mstep: Class 2 contains 1824 members
Entering Unmasked Estep
Score: -6811027.000000 Penalty: 5388.205078
Iteration 47Q: 3 clusters Score -6811027 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50416 members
Mstep: Class 2 contains 1809 members
Entering Unmasked Estep
Score: -6811039.000000 Penalty: 5388.205078
Iteration 48Q: 3 clusters Score -6811039 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50424 members
Mstep: Class 2 contains 1801 members
Entering Unmasked Estep
Score: -6811038.000000 Penalty: 5388.205078
Iteration 49Q: 3 clusters Score -6811038 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50428 members
Mstep: Class 2 contains 1797 members
Entering Unmasked Estep
Score: -6811037.000000 Penalty: 5388.205078
Iteration 50Q: 3 clusters Score -6811037 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50431 members
Mstep: Class 2 contains 1794 members
Entering Unmasked Estep
Score: -6811040.000000 Penalty: 5388.205078
Iteration 51Q: 3 clusters Score -6811040 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50433 members
Mstep: Class 2 contains 1792 members
Entering Unmasked Estep
Score: -6811036.500000 Penalty: 5388.205078
Iteration 52Q: 3 clusters Score -6811036 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50435 members
Mstep: Class 2 contains 1790 members
Entering Unmasked Estep
Score: -6811036.000000 Penalty: 5388.205078
Iteration 53Q: 3 clusters Score -6811036 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50438 members
Mstep: Class 2 contains 1787 members
Entering Unmasked Estep
Score: -6811035.500000 Penalty: 5388.205078
Iteration 54Q: 3 clusters Score -6811036 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50440 members
Mstep: Class 2 contains 1785 members
Entering Unmasked Estep
Score: -6811032.500000 Penalty: 5388.205078
Iteration 55Q: 3 clusters Score -6811032 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50441 members
Mstep: Class 2 contains 1784 members
Entering Unmasked Estep
Score: -6811039.000000 Penalty: 5388.205078
Iteration 56Q: 3 clusters Score -6811039 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50443 members
Mstep: Class 2 contains 1782 members
Entering Unmasked Estep
Score: -6811036.500000 Penalty: 5388.205078
Iteration 57Q: 3 clusters Score -6811036 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50445 members
Mstep: Class 2 contains 1780 members
Entering Unmasked Estep
Score: -6811030.500000 Penalty: 5388.205078
Iteration 58Q: 3 clusters Score -6811030 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50445 members
Mstep: Class 2 contains 1780 members
Entering Unmasked Estep
Score: -6811030.500000 Penalty: 5388.205078
Iteration 59F: 3 clusters Score -6811030 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (18940 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18940 members
Entering Unmasked Estep
Score: -2481471.000000 Penalty: 2442.559814
Iteration 0F: 2 clusters Score -2481471 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9360 members
Mstep: Class 2 contains 9580 members
Entering Unmasked Estep
Score: -2468073.750000 Penalty: 4885.119629
Iteration 0F: 3 clusters Score -2468074 nChanged 8318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8778 members
Mstep: Class 2 contains 10162 members
Entering Unmasked Estep
Score: -2472582.750000 Penalty: 4885.119629
Iteration 1F: 3 clusters Score -2472583 nChanged 1210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8378 members
Mstep: Class 2 contains 10562 members
Entering Unmasked Estep
Score: -2473154.500000 Penalty: 4885.119629
Iteration 2F: 3 clusters Score -2473154 nChanged 1079
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7803 members
Mstep: Class 2 contains 11137 members
Entering Unmasked Estep
Score: -2473685.000000 Penalty: 4885.119629
Iteration 3F: 3 clusters Score -2473685 nChanged 1088
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7049 members
Mstep: Class 2 contains 11891 members
Entering Unmasked Estep
Score: -2474293.500000 Penalty: 4885.119629
Iteration 4F: 3 clusters Score -2474294 nChanged 1155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6092 members
Mstep: Class 2 contains 12848 members
Entering Unmasked Estep
Score: -2475033.000000 Penalty: 4885.119629
Iteration 5F: 3 clusters Score -2475033 nChanged 1178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5026 members
Mstep: Class 2 contains 13914 members
Entering Unmasked Estep
Score: -2475910.250000 Penalty: 4885.119629
Iteration 6F: 3 clusters Score -2475910 nChanged 1287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3815 members
Mstep: Class 2 contains 15125 members
Entering Unmasked Estep
Score: -2477008.750000 Penalty: 4885.119629
Iteration 7F: 3 clusters Score -2477009 nChanged 1174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2685 members
Mstep: Class 2 contains 16255 members
Entering Unmasked Estep
Score: -2478107.250000 Penalty: 4885.119629
Iteration 8F: 3 clusters Score -2478107 nChanged 916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1799 members
Mstep: Class 2 contains 17141 members
Entering Unmasked Estep
Score: -2479006.750000 Penalty: 4885.119629
Iteration 9Q: 3 clusters Score -2479007 nChanged 625
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1212 members
Mstep: Class 2 contains 17728 members
Entering Unmasked Estep
Score: -2479586.250000 Penalty: 4885.119629
Iteration 10Q: 3 clusters Score -2479586 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 891 members
Mstep: Class 2 contains 18049 members
Entering Unmasked Estep
Score: -2479895.250000 Penalty: 4885.119629
Iteration 11Q: 3 clusters Score -2479895 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 710 members
Mstep: Class 2 contains 18230 members
Entering Unmasked Estep
Score: -2480064.250000 Penalty: 4885.119629
Iteration 12Q: 3 clusters Score -2480064 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 620 members
Mstep: Class 2 contains 18320 members
Entering Unmasked Estep
Score: -2480147.750000 Penalty: 4885.119629
Iteration 13Q: 3 clusters Score -2480148 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 557 members
Mstep: Class 2 contains 18383 members
Entering Unmasked Estep
Score: -2480196.250000 Penalty: 4885.119629
Iteration 14Q: 3 clusters Score -2480196 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 523 members
Mstep: Class 2 contains 18417 members
Entering Unmasked Estep
Score: -2480223.500000 Penalty: 4885.119629
Iteration 15Q: 3 clusters Score -2480224 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 506 members
Mstep: Class 2 contains 18434 members
Entering Unmasked Estep
Score: -2480235.750000 Penalty: 4885.119629
Iteration 16Q: 3 clusters Score -2480236 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 494 members
Mstep: Class 2 contains 18446 members
Entering Unmasked Estep
Score: -2480265.250000 Penalty: 4885.119629
Iteration 17Q: 3 clusters Score -2480265 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 484 members
Mstep: Class 2 contains 18456 members
Entering Unmasked Estep
Score: -2480268.000000 Penalty: 4885.119629
Iteration 18Q: 3 clusters Score -2480268 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 474 members
Mstep: Class 2 contains 18466 members
Entering Unmasked Estep
Score: -2480277.500000 Penalty: 4885.119629
Iteration 19Q: 3 clusters Score -2480278 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 464 members
Mstep: Class 2 contains 18476 members
Entering Unmasked Estep
Score: -2480290.500000 Penalty: 4885.119629
Iteration 20F: 3 clusters Score -2480290 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 456 members
Mstep: Class 2 contains 18484 members
Entering Unmasked Estep
Score: -2480295.000000 Penalty: 4885.119629
Iteration 21Q: 3 clusters Score -2480295 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 452 members
Mstep: Class 2 contains 18488 members
Entering Unmasked Estep
Score: -2480302.250000 Penalty: 4885.119629
Iteration 22Q: 3 clusters Score -2480302 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 445 members
Mstep: Class 2 contains 18495 members
Entering Unmasked Estep
Score: -2480303.000000 Penalty: 4885.119629
Iteration 23Q: 3 clusters Score -2480303 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 442 members
Mstep: Class 2 contains 18498 members
Entering Unmasked Estep
Score: -2480304.750000 Penalty: 4885.119629
Iteration 24Q: 3 clusters Score -2480305 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 443 members
Mstep: Class 2 contains 18497 members
Entering Unmasked Estep
Score: -2480304.750000 Penalty: 4885.119629
Iteration 25Q: 3 clusters Score -2480305 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 443 members
Mstep: Class 2 contains 18497 members
Entering Unmasked Estep
Score: -2480304.750000 Penalty: 4885.119629
Iteration 26F: 3 clusters Score -2480305 nChanged 0
Entering ConstructFrom:
Trying to split cluster 19 (14885 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14885 members
Entering Unmasked Estep
Score: -1844118.375000 Penalty: 2382.811035
Iteration 0F: 2 clusters Score -1844118 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7499 members
Mstep: Class 2 contains 7386 members
Entering Unmasked Estep
Score: -1833323.375000 Penalty: 4765.622070
Iteration 0F: 3 clusters Score -1833323 nChanged 6380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7591 members
Mstep: Class 2 contains 7294 members
Entering Unmasked Estep
Score: -1836798.625000 Penalty: 4765.622070
Iteration 1F: 3 clusters Score -1836799 nChanged 855
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7658 members
Mstep: Class 2 contains 7227 members
Entering Unmasked Estep
Score: -1837174.000000 Penalty: 4765.622070
Iteration 2F: 3 clusters Score -1837174 nChanged 735
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7753 members
Mstep: Class 2 contains 7132 members
Entering Unmasked Estep
Score: -1837479.875000 Penalty: 4765.622070
Iteration 3Q: 3 clusters Score -1837480 nChanged 616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7843 members
Mstep: Class 2 contains 7042 members
Entering Unmasked Estep
Score: -1837722.875000 Penalty: 4765.622070
Iteration 4Q: 3 clusters Score -1837723 nChanged 577
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7948 members
Mstep: Class 2 contains 6937 members
Entering Unmasked Estep
Score: -1837964.875000 Penalty: 4765.622070
Iteration 5Q: 3 clusters Score -1837965 nChanged 540
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8102 members
Mstep: Class 2 contains 6783 members
Entering Unmasked Estep
Score: -1838189.875000 Penalty: 4765.622070
Iteration 6Q: 3 clusters Score -1838190 nChanged 499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8267 members
Mstep: Class 2 contains 6618 members
Entering Unmasked Estep
Score: -1838400.875000 Penalty: 4765.622070
Iteration 7Q: 3 clusters Score -1838401 nChanged 478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8425 members
Mstep: Class 2 contains 6460 members
Entering Unmasked Estep
Score: -1838598.250000 Penalty: 4765.622070
Iteration 8Q: 3 clusters Score -1838598 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8559 members
Mstep: Class 2 contains 6326 members
Entering Unmasked Estep
Score: -1838795.875000 Penalty: 4765.622070
Iteration 9Q: 3 clusters Score -1838796 nChanged 450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8667 members
Mstep: Class 2 contains 6218 members
Entering Unmasked Estep
Score: -1838993.625000 Penalty: 4765.622070
Iteration 10Q: 3 clusters Score -1838994 nChanged 446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8797 members
Mstep: Class 2 contains 6088 members
Entering Unmasked Estep
Score: -1839181.625000 Penalty: 4765.622070
Iteration 11Q: 3 clusters Score -1839182 nChanged 396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8931 members
Mstep: Class 2 contains 5954 members
Entering Unmasked Estep
Score: -1839351.125000 Penalty: 4765.622070
Iteration 12Q: 3 clusters Score -1839351 nChanged 393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9100 members
Mstep: Class 2 contains 5785 members
Entering Unmasked Estep
Score: -1839517.250000 Penalty: 4765.622070
Iteration 13Q: 3 clusters Score -1839517 nChanged 366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9264 members
Mstep: Class 2 contains 5621 members
Entering Unmasked Estep
Score: -1839655.250000 Penalty: 4765.622070
Iteration 14Q: 3 clusters Score -1839655 nChanged 324
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9414 members
Mstep: Class 2 contains 5471 members
Entering Unmasked Estep
Score: -1839780.500000 Penalty: 4765.622070
Iteration 15Q: 3 clusters Score -1839780 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9559 members
Mstep: Class 2 contains 5326 members
Entering Unmasked Estep
Score: -1839873.500000 Penalty: 4765.622070
Iteration 16Q: 3 clusters Score -1839874 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9694 members
Mstep: Class 2 contains 5191 members
Entering Unmasked Estep
Score: -1839937.250000 Penalty: 4765.622070
Iteration 17Q: 3 clusters Score -1839937 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9825 members
Mstep: Class 2 contains 5060 members
Entering Unmasked Estep
Score: -1839997.000000 Penalty: 4765.622070
Iteration 18Q: 3 clusters Score -1839997 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9957 members
Mstep: Class 2 contains 4928 members
Entering Unmasked Estep
Score: -1840051.000000 Penalty: 4765.622070
Iteration 19Q: 3 clusters Score -1840051 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10087 members
Mstep: Class 2 contains 4798 members
Entering Unmasked Estep
Score: -1840092.625000 Penalty: 4765.622070
Iteration 20F: 3 clusters Score -1840093 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10205 members
Mstep: Class 2 contains 4680 members
Entering Unmasked Estep
Score: -1840132.750000 Penalty: 4765.622070
Iteration 21Q: 3 clusters Score -1840133 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10332 members
Mstep: Class 2 contains 4553 members
Entering Unmasked Estep
Score: -1840167.375000 Penalty: 4765.622070
Iteration 22Q: 3 clusters Score -1840167 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10449 members
Mstep: Class 2 contains 4436 members
Entering Unmasked Estep
Score: -1840199.875000 Penalty: 4765.622070
Iteration 23Q: 3 clusters Score -1840200 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10559 members
Mstep: Class 2 contains 4326 members
Entering Unmasked Estep
Score: -1840229.750000 Penalty: 4765.622070
Iteration 24Q: 3 clusters Score -1840230 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10681 members
Mstep: Class 2 contains 4204 members
Entering Unmasked Estep
Score: -1840259.750000 Penalty: 4765.622070
Iteration 25Q: 3 clusters Score -1840260 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10796 members
Mstep: Class 2 contains 4089 members
Entering Unmasked Estep
Score: -1840285.625000 Penalty: 4765.622070
Iteration 26Q: 3 clusters Score -1840286 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10902 members
Mstep: Class 2 contains 3983 members
Entering Unmasked Estep
Score: -1840309.250000 Penalty: 4765.622070
Iteration 27Q: 3 clusters Score -1840309 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11015 members
Mstep: Class 2 contains 3870 members
Entering Unmasked Estep
Score: -1840341.500000 Penalty: 4765.622070
Iteration 28Q: 3 clusters Score -1840342 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11134 members
Mstep: Class 2 contains 3751 members
Entering Unmasked Estep
Score: -1840381.375000 Penalty: 4765.622070
Iteration 29Q: 3 clusters Score -1840381 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11276 members
Mstep: Class 2 contains 3609 members
Entering Unmasked Estep
Score: -1840434.125000 Penalty: 4765.622070
Iteration 30Q: 3 clusters Score -1840434 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11446 members
Mstep: Class 2 contains 3439 members
Entering Unmasked Estep
Score: -1840497.000000 Penalty: 4765.622070
Iteration 31Q: 3 clusters Score -1840497 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11614 members
Mstep: Class 2 contains 3271 members
Entering Unmasked Estep
Score: -1840562.250000 Penalty: 4765.622070
Iteration 32Q: 3 clusters Score -1840562 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11798 members
Mstep: Class 2 contains 3087 members
Entering Unmasked Estep
Score: -1840646.375000 Penalty: 4765.622070
Iteration 33Q: 3 clusters Score -1840646 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11969 members
Mstep: Class 2 contains 2916 members
Entering Unmasked Estep
Score: -1840729.000000 Penalty: 4765.622070
Iteration 34Q: 3 clusters Score -1840729 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12158 members
Mstep: Class 2 contains 2727 members
Entering Unmasked Estep
Score: -1840813.750000 Penalty: 4765.622070
Iteration 35Q: 3 clusters Score -1840814 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12336 members
Mstep: Class 2 contains 2549 members
Entering Unmasked Estep
Score: -1840888.000000 Penalty: 4765.622070
Iteration 36Q: 3 clusters Score -1840888 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12510 members
Mstep: Class 2 contains 2375 members
Entering Unmasked Estep
Score: -1840955.125000 Penalty: 4765.622070
Iteration 37Q: 3 clusters Score -1840955 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12655 members
Mstep: Class 2 contains 2230 members
Entering Unmasked Estep
Score: -1841034.125000 Penalty: 4765.622070
Iteration 38Q: 3 clusters Score -1841034 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12826 members
Mstep: Class 2 contains 2059 members
Entering Unmasked Estep
Score: -1841114.375000 Penalty: 4765.622070
Iteration 39Q: 3 clusters Score -1841114 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13006 members
Mstep: Class 2 contains 1879 members
Entering Unmasked Estep
Score: -1841215.125000 Penalty: 4765.622070
Iteration 40F: 3 clusters Score -1841215 nChanged 169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13175 members
Mstep: Class 2 contains 1710 members
Entering Unmasked Estep
Score: -1841307.250000 Penalty: 4765.622070
Iteration 41Q: 3 clusters Score -1841307 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13343 members
Mstep: Class 2 contains 1542 members
Entering Unmasked Estep
Score: -1841404.125000 Penalty: 4765.622070
Iteration 42Q: 3 clusters Score -1841404 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13474 members
Mstep: Class 2 contains 1411 members
Entering Unmasked Estep
Score: -1841482.250000 Penalty: 4765.622070
Iteration 43Q: 3 clusters Score -1841482 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13595 members
Mstep: Class 2 contains 1290 members
Entering Unmasked Estep
Score: -1841563.250000 Penalty: 4765.622070
Iteration 44Q: 3 clusters Score -1841563 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13699 members
Mstep: Class 2 contains 1186 members
Entering Unmasked Estep
Score: -1841648.750000 Penalty: 4765.622070
Iteration 45Q: 3 clusters Score -1841649 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13791 members
Mstep: Class 2 contains 1094 members
Entering Unmasked Estep
Score: -1841732.125000 Penalty: 4765.622070
Iteration 46Q: 3 clusters Score -1841732 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13869 members
Mstep: Class 2 contains 1016 members
Entering Unmasked Estep
Score: -1841788.125000 Penalty: 4765.622070
Iteration 47Q: 3 clusters Score -1841788 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13926 members
Mstep: Class 2 contains 959 members
Entering Unmasked Estep
Score: -1841842.250000 Penalty: 4765.622070
Iteration 48Q: 3 clusters Score -1841842 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13968 members
Mstep: Class 2 contains 917 members
Entering Unmasked Estep
Score: -1841877.625000 Penalty: 4765.622070
Iteration 49Q: 3 clusters Score -1841878 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14004 members
Mstep: Class 2 contains 881 members
Entering Unmasked Estep
Score: -1841902.250000 Penalty: 4765.622070
Iteration 50Q: 3 clusters Score -1841902 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14028 members
Mstep: Class 2 contains 857 members
Entering Unmasked Estep
Score: -1841910.125000 Penalty: 4765.622070
Iteration 51Q: 3 clusters Score -1841910 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14042 members
Mstep: Class 2 contains 843 members
Entering Unmasked Estep
Score: -1841931.500000 Penalty: 4765.622070
Iteration 52Q: 3 clusters Score -1841932 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14062 members
Mstep: Class 2 contains 823 members
Entering Unmasked Estep
Score: -1841941.000000 Penalty: 4765.622070
Iteration 53Q: 3 clusters Score -1841941 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14076 members
Mstep: Class 2 contains 809 members
Entering Unmasked Estep
Score: -1841949.500000 Penalty: 4765.622070
Iteration 54Q: 3 clusters Score -1841950 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14091 members
Mstep: Class 2 contains 794 members
Entering Unmasked Estep
Score: -1841956.375000 Penalty: 4765.622070
Iteration 55Q: 3 clusters Score -1841956 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14105 members
Mstep: Class 2 contains 780 members
Entering Unmasked Estep
Score: -1841964.250000 Penalty: 4765.622070
Iteration 56Q: 3 clusters Score -1841964 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14113 members
Mstep: Class 2 contains 772 members
Entering Unmasked Estep
Score: -1841968.750000 Penalty: 4765.622070
Iteration 57Q: 3 clusters Score -1841969 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14121 members
Mstep: Class 2 contains 764 members
Entering Unmasked Estep
Score: -1841971.125000 Penalty: 4765.622070
Iteration 58Q: 3 clusters Score -1841971 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14133 members
Mstep: Class 2 contains 752 members
Entering Unmasked Estep
Score: -1841977.750000 Penalty: 4765.622070
Iteration 59Q: 3 clusters Score -1841978 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14138 members
Mstep: Class 2 contains 747 members
Entering Unmasked Estep
Score: -1841984.500000 Penalty: 4765.622070
Iteration 60F: 3 clusters Score -1841984 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14145 members
Mstep: Class 2 contains 740 members
Entering Unmasked Estep
Score: -1841985.875000 Penalty: 4765.622070
Iteration 61Q: 3 clusters Score -1841986 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14151 members
Mstep: Class 2 contains 734 members
Entering Unmasked Estep
Score: -1841993.875000 Penalty: 4765.622070
Iteration 62Q: 3 clusters Score -1841994 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14153 members
Mstep: Class 2 contains 732 members
Entering Unmasked Estep
Score: -1841994.625000 Penalty: 4765.622070
Iteration 63Q: 3 clusters Score -1841995 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14157 members
Mstep: Class 2 contains 728 members
Entering Unmasked Estep
Score: -1841996.250000 Penalty: 4765.622070
Iteration 64Q: 3 clusters Score -1841996 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14163 members
Mstep: Class 2 contains 722 members
Entering Unmasked Estep
Score: -1841998.625000 Penalty: 4765.622070
Iteration 65Q: 3 clusters Score -1841999 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14172 members
Mstep: Class 2 contains 713 members
Entering Unmasked Estep
Score: -1842004.375000 Penalty: 4765.622070
Iteration 66Q: 3 clusters Score -1842004 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14180 members
Mstep: Class 2 contains 705 members
Entering Unmasked Estep
Score: -1842007.500000 Penalty: 4765.622070
Iteration 67Q: 3 clusters Score -1842008 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14184 members
Mstep: Class 2 contains 701 members
Entering Unmasked Estep
Score: -1842008.125000 Penalty: 4765.622070
Iteration 68Q: 3 clusters Score -1842008 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14187 members
Mstep: Class 2 contains 698 members
Entering Unmasked Estep
Score: -1842007.875000 Penalty: 4765.622070
Iteration 69Q: 3 clusters Score -1842008 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14190 members
Mstep: Class 2 contains 695 members
Entering Unmasked Estep
Score: -1842011.125000 Penalty: 4765.622070
Iteration 70Q: 3 clusters Score -1842011 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14192 members
Mstep: Class 2 contains 693 members
Entering Unmasked Estep
Score: -1842013.125000 Penalty: 4765.622070
Iteration 71Q: 3 clusters Score -1842013 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14192 members
Mstep: Class 2 contains 693 members
Entering Unmasked Estep
Score: -1842013.125000 Penalty: 4765.622070
Iteration 72F: 3 clusters Score -1842013 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 2 contains 180662 members
Mstep: Class 3 contains 179665 members
Mstep: Class 4 contains 262917 members
Mstep: Class 7 contains 75350 members
Mstep: Class 8 contains 17608 members
Mstep: Class 9 contains 81424 members
Mstep: Class 10 contains 1205 members
Mstep: Class 11 contains 4376 members
Mstep: Class 12 contains 198592 members
Mstep: Class 13 contains 21622 members
Mstep: Class 14 contains 194039 members
Mstep: Class 16 contains 10059 members
Mstep: Class 17 contains 52225 members
Mstep: Class 18 contains 18940 members
Mstep: Class 19 contains 14885 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166358064.000000 Penalty: 59405.718750
Iteration 39Q: 18 clusters Score -1.663581e+08 nChanged 10414
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1732 members
Mstep: Class 2 contains 180633 members
Mstep: Class 3 contains 179197 members
Mstep: Class 4 contains 260827 members
Mstep: Class 5 contains 1249 members
Mstep: Class 7 contains 74923 members
Mstep: Class 8 contains 18110 members
Mstep: Class 9 contains 83873 members
Mstep: Class 10 contains 1211 members
Mstep: Class 11 contains 4358 members
Mstep: Class 12 contains 198069 members
Mstep: Class 13 contains 21537 members
Mstep: Class 14 contains 193905 members
Mstep: Class 16 contains 10040 members
Mstep: Class 17 contains 52509 members
Mstep: Class 18 contains 19504 members
Mstep: Class 19 contains 14874 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166360352.000000 Penalty: 59405.718750
Iteration 40F: 18 clusters Score -1.663604e+08 nChanged 10852
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1732 members
Mstep: Class 2 contains 180465 members
Mstep: Class 3 contains 178672 members
Mstep: Class 4 contains 258714 members
Mstep: Class 5 contains 1379 members
Mstep: Class 7 contains 74475 members
Mstep: Class 8 contains 18790 members
Mstep: Class 9 contains 86500 members
Mstep: Class 10 contains 1189 members
Mstep: Class 11 contains 4350 members
Mstep: Class 12 contains 197377 members
Mstep: Class 13 contains 21446 members
Mstep: Class 14 contains 193648 members
Mstep: Class 16 contains 10019 members
Mstep: Class 17 contains 52773 members
Mstep: Class 18 contains 20149 members
Mstep: Class 19 contains 14873 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166362800.000000 Penalty: 59405.718750
Iteration 41Q: 18 clusters Score -1.663628e+08 nChanged 10980
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1729 members
Mstep: Class 2 contains 180358 members
Mstep: Class 3 contains 178219 members
Mstep: Class 4 contains 256605 members
Mstep: Class 5 contains 1452 members
Mstep: Class 7 contains 73998 members
Mstep: Class 8 contains 19414 members
Mstep: Class 9 contains 89178 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4347 members
Mstep: Class 12 contains 196646 members
Mstep: Class 13 contains 21313 members
Mstep: Class 14 contains 193478 members
Mstep: Class 16 contains 9999 members
Mstep: Class 17 contains 53017 members
Mstep: Class 18 contains 20771 members
Mstep: Class 19 contains 14845 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166364112.000000 Penalty: 59405.718750
Iteration 42Q: 18 clusters Score -1.663641e+08 nChanged 10780
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 180195 members
Mstep: Class 3 contains 177727 members
Mstep: Class 4 contains 254634 members
Mstep: Class 5 contains 1483 members
Mstep: Class 7 contains 73595 members
Mstep: Class 8 contains 19956 members
Mstep: Class 9 contains 91937 members
Mstep: Class 10 contains 1186 members
Mstep: Class 11 contains 4352 members
Mstep: Class 12 contains 195910 members
Mstep: Class 13 contains 21186 members
Mstep: Class 14 contains 193200 members
Mstep: Class 16 contains 9977 members
Mstep: Class 17 contains 53255 members
Mstep: Class 18 contains 21395 members
Mstep: Class 19 contains 14841 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166364464.000000 Penalty: 59405.718750
Iteration 43Q: 18 clusters Score -1.663645e+08 nChanged 10529
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 180171 members
Mstep: Class 3 contains 177210 members
Mstep: Class 4 contains 252711 members
Mstep: Class 5 contains 1497 members
Mstep: Class 7 contains 73214 members
Mstep: Class 8 contains 20486 members
Mstep: Class 9 contains 94669 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4354 members
Mstep: Class 12 contains 195183 members
Mstep: Class 13 contains 21061 members
Mstep: Class 14 contains 192843 members
Mstep: Class 16 contains 9953 members
Mstep: Class 17 contains 53482 members
Mstep: Class 18 contains 22008 members
Mstep: Class 19 contains 14805 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166366192.000000 Penalty: 59405.718750
Iteration 44Q: 18 clusters Score -1.663662e+08 nChanged 10346
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1721 members
Mstep: Class 2 contains 180085 members
Mstep: Class 3 contains 176703 members
Mstep: Class 4 contains 250904 members
Mstep: Class 5 contains 1504 members
Mstep: Class 7 contains 72882 members
Mstep: Class 8 contains 20994 members
Mstep: Class 9 contains 97443 members
Mstep: Class 10 contains 1184 members
Mstep: Class 11 contains 4357 members
Mstep: Class 12 contains 194482 members
Mstep: Class 13 contains 20948 members
Mstep: Class 14 contains 192364 members
Mstep: Class 16 contains 9929 members
Mstep: Class 17 contains 53661 members
Mstep: Class 18 contains 22632 members
Mstep: Class 19 contains 14758 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166367312.000000 Penalty: 59405.718750
Iteration 45Q: 18 clusters Score -1.663673e+08 nChanged 10179
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1721 members
Mstep: Class 2 contains 180094 members
Mstep: Class 3 contains 176191 members
Mstep: Class 4 contains 249084 members
Mstep: Class 5 contains 1509 members
Mstep: Class 7 contains 72537 members
Mstep: Class 8 contains 21436 members
Mstep: Class 9 contains 100164 members
Mstep: Class 10 contains 1183 members
Mstep: Class 11 contains 4360 members
Mstep: Class 12 contains 193790 members
Mstep: Class 13 contains 20804 members
Mstep: Class 14 contains 191958 members
Mstep: Class 16 contains 9909 members
Mstep: Class 17 contains 53844 members
Mstep: Class 18 contains 23214 members
Mstep: Class 19 contains 14753 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166368576.000000 Penalty: 59405.718750
Iteration 46Q: 18 clusters Score -1.663686e+08 nChanged 10148
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 180135 members
Mstep: Class 3 contains 175708 members
Mstep: Class 4 contains 247224 members
Mstep: Class 5 contains 1511 members
Mstep: Class 7 contains 72208 members
Mstep: Class 8 contains 21840 members
Mstep: Class 9 contains 102851 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4362 members
Mstep: Class 12 contains 193130 members
Mstep: Class 13 contains 20683 members
Mstep: Class 14 contains 191640 members
Mstep: Class 16 contains 9886 members
Mstep: Class 17 contains 54008 members
Mstep: Class 18 contains 23741 members
Mstep: Class 19 contains 14720 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166369904.000000 Penalty: 59405.718750
Iteration 47Q: 18 clusters Score -1.663699e+08 nChanged 10076
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 180162 members
Mstep: Class 3 contains 175107 members
Mstep: Class 4 contains 245311 members
Mstep: Class 5 contains 1508 members
Mstep: Class 7 contains 71866 members
Mstep: Class 8 contains 22229 members
Mstep: Class 9 contains 105561 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4364 members
Mstep: Class 12 contains 192546 members
Mstep: Class 13 contains 20560 members
Mstep: Class 14 contains 191480 members
Mstep: Class 16 contains 9858 members
Mstep: Class 17 contains 54173 members
Mstep: Class 18 contains 24204 members
Mstep: Class 19 contains 14719 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166371456.000000 Penalty: 59405.718750
Iteration 48Q: 18 clusters Score -1.663715e+08 nChanged 9941
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 180151 members
Mstep: Class 3 contains 174521 members
Mstep: Class 4 contains 243510 members
Mstep: Class 5 contains 1506 members
Mstep: Class 7 contains 71532 members
Mstep: Class 8 contains 22609 members
Mstep: Class 9 contains 108261 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4367 members
Mstep: Class 12 contains 191812 members
Mstep: Class 13 contains 20433 members
Mstep: Class 14 contains 191404 members
Mstep: Class 16 contains 9827 members
Mstep: Class 17 contains 54373 members
Mstep: Class 18 contains 24597 members
Mstep: Class 19 contains 14745 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166372064.000000 Penalty: 59405.718750
Iteration 49Q: 18 clusters Score -1.663721e+08 nChanged 10102
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 180127 members
Mstep: Class 3 contains 174026 members
Mstep: Class 4 contains 241638 members
Mstep: Class 5 contains 1510 members
Mstep: Class 7 contains 71244 members
Mstep: Class 8 contains 22928 members
Mstep: Class 9 contains 110985 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4370 members
Mstep: Class 12 contains 191146 members
Mstep: Class 13 contains 20293 members
Mstep: Class 14 contains 191234 members
Mstep: Class 16 contains 9793 members
Mstep: Class 17 contains 54565 members
Mstep: Class 18 contains 25000 members
Mstep: Class 19 contains 14789 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166373888.000000 Penalty: 59405.718750
Iteration 50Q: 18 clusters Score -1.663739e+08 nChanged 10041
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 179986 members
Mstep: Class 3 contains 173478 members
Mstep: Class 4 contains 239777 members
Mstep: Class 5 contains 1510 members
Mstep: Class 7 contains 70979 members
Mstep: Class 8 contains 23203 members
Mstep: Class 9 contains 113737 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4371 members
Mstep: Class 12 contains 190495 members
Mstep: Class 13 contains 20155 members
Mstep: Class 14 contains 191173 members
Mstep: Class 16 contains 9755 members
Mstep: Class 17 contains 54778 members
Mstep: Class 18 contains 25397 members
Mstep: Class 19 contains 14854 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166374768.000000 Penalty: 59405.718750
Iteration 51Q: 18 clusters Score -1.663748e+08 nChanged 10048
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 179874 members
Mstep: Class 3 contains 172976 members
Mstep: Class 4 contains 237786 members
Mstep: Class 5 contains 1512 members
Mstep: Class 7 contains 70774 members
Mstep: Class 8 contains 23456 members
Mstep: Class 9 contains 116509 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4372 members
Mstep: Class 12 contains 189928 members
Mstep: Class 13 contains 20022 members
Mstep: Class 14 contains 191087 members
Mstep: Class 16 contains 9713 members
Mstep: Class 17 contains 54941 members
Mstep: Class 18 contains 25794 members
Mstep: Class 19 contains 14904 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166375808.000000 Penalty: 59405.718750
Iteration 52Q: 18 clusters Score -1.663758e+08 nChanged 9979
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 179685 members
Mstep: Class 3 contains 172458 members
Mstep: Class 4 contains 235802 members
Mstep: Class 5 contains 1517 members
Mstep: Class 7 contains 70581 members
Mstep: Class 8 contains 23687 members
Mstep: Class 9 contains 119373 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4373 members
Mstep: Class 12 contains 189320 members
Mstep: Class 13 contains 19884 members
Mstep: Class 14 contains 191081 members
Mstep: Class 16 contains 9673 members
Mstep: Class 17 contains 55111 members
Mstep: Class 18 contains 26158 members
Mstep: Class 19 contains 14945 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166376592.000000 Penalty: 59405.718750
Iteration 53Q: 18 clusters Score -1.663766e+08 nChanged 10019
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 179472 members
Mstep: Class 3 contains 171962 members
Mstep: Class 4 contains 233773 members
Mstep: Class 5 contains 1517 members
Mstep: Class 7 contains 70430 members
Mstep: Class 8 contains 23875 members
Mstep: Class 9 contains 122223 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4371 members
Mstep: Class 12 contains 188793 members
Mstep: Class 13 contains 19743 members
Mstep: Class 14 contains 191134 members
Mstep: Class 16 contains 9641 members
Mstep: Class 17 contains 55275 members
Mstep: Class 18 contains 26453 members
Mstep: Class 19 contains 14986 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166378192.000000 Penalty: 59405.718750
Iteration 54Q: 18 clusters Score -1.663782e+08 nChanged 9942
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 179318 members
Mstep: Class 3 contains 171450 members
Mstep: Class 4 contains 231583 members
Mstep: Class 5 contains 1519 members
Mstep: Class 7 contains 70271 members
Mstep: Class 8 contains 24063 members
Mstep: Class 9 contains 125098 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4372 members
Mstep: Class 12 contains 188377 members
Mstep: Class 13 contains 19609 members
Mstep: Class 14 contains 191230 members
Mstep: Class 16 contains 9621 members
Mstep: Class 17 contains 55436 members
Mstep: Class 18 contains 26707 members
Mstep: Class 19 contains 14994 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166378816.000000 Penalty: 59405.718750
Iteration 55Q: 18 clusters Score -1.663788e+08 nChanged 9929
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 179139 members
Mstep: Class 3 contains 171030 members
Mstep: Class 4 contains 229227 members
Mstep: Class 5 contains 1522 members
Mstep: Class 7 contains 70124 members
Mstep: Class 8 contains 24253 members
Mstep: Class 9 contains 127991 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4374 members
Mstep: Class 12 contains 188042 members
Mstep: Class 13 contains 19435 members
Mstep: Class 14 contains 191402 members
Mstep: Class 16 contains 9599 members
Mstep: Class 17 contains 55597 members
Mstep: Class 18 contains 26919 members
Mstep: Class 19 contains 14993 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166379840.000000 Penalty: 59405.718750
Iteration 56Q: 18 clusters Score -1.663798e+08 nChanged 9591
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 178861 members
Mstep: Class 3 contains 170618 members
Mstep: Class 4 contains 226989 members
Mstep: Class 5 contains 1524 members
Mstep: Class 7 contains 70012 members
Mstep: Class 8 contains 24403 members
Mstep: Class 9 contains 130846 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4379 members
Mstep: Class 12 contains 187717 members
Mstep: Class 13 contains 19316 members
Mstep: Class 14 contains 191586 members
Mstep: Class 16 contains 9580 members
Mstep: Class 17 contains 55697 members
Mstep: Class 18 contains 27132 members
Mstep: Class 19 contains 14987 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166380800.000000 Penalty: 59405.718750
Iteration 57Q: 18 clusters Score -1.663808e+08 nChanged 9661
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 178547 members
Mstep: Class 3 contains 170268 members
Mstep: Class 4 contains 224766 members
Mstep: Class 5 contains 1528 members
Mstep: Class 7 contains 69895 members
Mstep: Class 8 contains 24548 members
Mstep: Class 9 contains 133695 members
Mstep: Class 10 contains 1183 members
Mstep: Class 11 contains 4380 members
Mstep: Class 12 contains 187352 members
Mstep: Class 13 contains 19191 members
Mstep: Class 14 contains 191803 members
Mstep: Class 16 contains 9565 members
Mstep: Class 17 contains 55840 members
Mstep: Class 18 contains 27321 members
Mstep: Class 19 contains 14947 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166381488.000000 Penalty: 59405.718750
Iteration 58Q: 18 clusters Score -1.663815e+08 nChanged 9743
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 178320 members
Mstep: Class 3 contains 169916 members
Mstep: Class 4 contains 222432 members
Mstep: Class 5 contains 1531 members
Mstep: Class 7 contains 69786 members
Mstep: Class 8 contains 24670 members
Mstep: Class 9 contains 136573 members
Mstep: Class 10 contains 1183 members
Mstep: Class 11 contains 4381 members
Mstep: Class 12 contains 187059 members
Mstep: Class 13 contains 19086 members
Mstep: Class 14 contains 191993 members
Mstep: Class 16 contains 9550 members
Mstep: Class 17 contains 55977 members
Mstep: Class 18 contains 27479 members
Mstep: Class 19 contains 14893 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166382160.000000 Penalty: 59405.718750
Iteration 59Q: 18 clusters Score -1.663822e+08 nChanged 9678
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 177997 members
Mstep: Class 3 contains 169574 members
Mstep: Class 4 contains 220157 members
Mstep: Class 5 contains 1531 members
Mstep: Class 7 contains 69677 members
Mstep: Class 8 contains 24791 members
Mstep: Class 9 contains 139463 members
Mstep: Class 10 contains 1183 members
Mstep: Class 11 contains 4382 members
Mstep: Class 12 contains 186552 members
Mstep: Class 13 contains 18997 members
Mstep: Class 14 contains 192329 members
Mstep: Class 16 contains 9534 members
Mstep: Class 17 contains 56161 members
Mstep: Class 18 contains 27643 members
Mstep: Class 19 contains 14858 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166382896.000000 Penalty: 59405.718750
Iteration 60F: 18 clusters Score -1.663829e+08 nChanged 9600
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1722 members
Mstep: Class 2 contains 177640 members
Mstep: Class 3 contains 169250 members
Mstep: Class 4 contains 217867 members
Mstep: Class 5 contains 1536 members
Mstep: Class 7 contains 69599 members
Mstep: Class 8 contains 24921 members
Mstep: Class 9 contains 142307 members
Mstep: Class 10 contains 1177 members
Mstep: Class 11 contains 4385 members
Mstep: Class 12 contains 186189 members
Mstep: Class 13 contains 18910 members
Mstep: Class 14 contains 192505 members
Mstep: Class 16 contains 9519 members
Mstep: Class 17 contains 56346 members
Mstep: Class 18 contains 27831 members
Mstep: Class 19 contains 14847 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166383776.000000 Penalty: 59405.718750
Iteration 61Q: 18 clusters Score -1.663838e+08 nChanged 9619
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1719 members
Mstep: Class 2 contains 177260 members
Mstep: Class 3 contains 168856 members
Mstep: Class 4 contains 215650 members
Mstep: Class 5 contains 1538 members
Mstep: Class 7 contains 69495 members
Mstep: Class 8 contains 25066 members
Mstep: Class 9 contains 145134 members
Mstep: Class 10 contains 1178 members
Mstep: Class 11 contains 4389 members
Mstep: Class 12 contains 185875 members
Mstep: Class 13 contains 18835 members
Mstep: Class 14 contains 192764 members
Mstep: Class 16 contains 9504 members
Mstep: Class 17 contains 56442 members
Mstep: Class 18 contains 28008 members
Mstep: Class 19 contains 14838 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166384384.000000 Penalty: 59405.718750
Iteration 62Q: 18 clusters Score -1.663844e+08 nChanged 9481
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1717 members
Mstep: Class 2 contains 176631 members
Mstep: Class 3 contains 168461 members
Mstep: Class 4 contains 213754 members
Mstep: Class 5 contains 1535 members
Mstep: Class 7 contains 69394 members
Mstep: Class 8 contains 25201 members
Mstep: Class 9 contains 148002 members
Mstep: Class 10 contains 1180 members
Mstep: Class 11 contains 4397 members
Mstep: Class 12 contains 185519 members
Mstep: Class 13 contains 18745 members
Mstep: Class 14 contains 192912 members
Mstep: Class 16 contains 9490 members
Mstep: Class 17 contains 56588 members
Mstep: Class 18 contains 28193 members
Mstep: Class 19 contains 14832 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166385792.000000 Penalty: 59405.718750
Iteration 63Q: 18 clusters Score -1.663858e+08 nChanged 9780
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1716 members
Mstep: Class 2 contains 175997 members
Mstep: Class 3 contains 167931 members
Mstep: Class 4 contains 211920 members
Mstep: Class 5 contains 1533 members
Mstep: Class 7 contains 69291 members
Mstep: Class 8 contains 25318 members
Mstep: Class 9 contains 151050 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4401 members
Mstep: Class 12 contains 185168 members
Mstep: Class 13 contains 18609 members
Mstep: Class 14 contains 193028 members
Mstep: Class 16 contains 9467 members
Mstep: Class 17 contains 56717 members
Mstep: Class 18 contains 28385 members
Mstep: Class 19 contains 14839 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166386016.000000 Penalty: 59405.718750
Iteration 64Q: 18 clusters Score -1.66386e+08 nChanged 10321
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 175368 members
Mstep: Class 3 contains 167094 members
Mstep: Class 4 contains 210226 members
Mstep: Class 5 contains 1529 members
Mstep: Class 7 contains 69194 members
Mstep: Class 8 contains 25431 members
Mstep: Class 9 contains 154458 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4404 members
Mstep: Class 12 contains 184667 members
Mstep: Class 13 contains 18489 members
Mstep: Class 14 contains 193160 members
Mstep: Class 16 contains 9445 members
Mstep: Class 17 contains 56811 members
Mstep: Class 18 contains 28556 members
Mstep: Class 19 contains 14822 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166388544.000000 Penalty: 59405.718750
Iteration 65Q: 18 clusters Score -1.663885e+08 nChanged 11129
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 174832 members
Mstep: Class 3 contains 165995 members
Mstep: Class 4 contains 208597 members
Mstep: Class 5 contains 1528 members
Mstep: Class 7 contains 69096 members
Mstep: Class 8 contains 25526 members
Mstep: Class 9 contains 158211 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4405 members
Mstep: Class 12 contains 184048 members
Mstep: Class 13 contains 18371 members
Mstep: Class 14 contains 193236 members
Mstep: Class 16 contains 9433 members
Mstep: Class 17 contains 56878 members
Mstep: Class 18 contains 28716 members
Mstep: Class 19 contains 14782 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166389968.000000 Penalty: 59405.718750
Iteration 66Q: 18 clusters Score -1.6639e+08 nChanged 11918
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 174386 members
Mstep: Class 3 contains 164581 members
Mstep: Class 4 contains 206842 members
Mstep: Class 5 contains 1528 members
Mstep: Class 7 contains 69023 members
Mstep: Class 8 contains 25618 members
Mstep: Class 9 contains 162310 members
Mstep: Class 10 contains 1182 members
Mstep: Class 11 contains 4408 members
Mstep: Class 12 contains 183339 members
Mstep: Class 13 contains 18285 members
Mstep: Class 14 contains 193374 members
Mstep: Class 16 contains 9422 members
Mstep: Class 17 contains 56950 members
Mstep: Class 18 contains 28873 members
Mstep: Class 19 contains 14715 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166391456.000000 Penalty: 59405.718750
Iteration 67Q: 18 clusters Score -1.663915e+08 nChanged 12712
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 173968 members
Mstep: Class 3 contains 162929 members
Mstep: Class 4 contains 205203 members
Mstep: Class 5 contains 1528 members
Mstep: Class 7 contains 68953 members
Mstep: Class 8 contains 25670 members
Mstep: Class 9 contains 166653 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4409 members
Mstep: Class 12 contains 182582 members
Mstep: Class 13 contains 18193 members
Mstep: Class 14 contains 193457 members
Mstep: Class 16 contains 9405 members
Mstep: Class 17 contains 57021 members
Mstep: Class 18 contains 28996 members
Mstep: Class 19 contains 14688 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166393232.000000 Penalty: 59405.718750
Iteration 68Q: 18 clusters Score -1.663932e+08 nChanged 15219
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 173573 members
Mstep: Class 3 contains 160895 members
Mstep: Class 4 contains 203601 members
Mstep: Class 5 contains 1530 members
Mstep: Class 7 contains 68894 members
Mstep: Class 8 contains 25731 members
Mstep: Class 9 contains 171671 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4408 members
Mstep: Class 12 contains 181519 members
Mstep: Class 13 contains 18131 members
Mstep: Class 14 contains 193483 members
Mstep: Class 16 contains 9385 members
Mstep: Class 17 contains 57065 members
Mstep: Class 18 contains 29127 members
Mstep: Class 19 contains 14642 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166394768.000000 Penalty: 59405.718750
Iteration 69Q: 18 clusters Score -1.663948e+08 nChanged 17733
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 173125 members
Mstep: Class 3 contains 158413 members
Mstep: Class 4 contains 202048 members
Mstep: Class 5 contains 1526 members
Mstep: Class 7 contains 68826 members
Mstep: Class 8 contains 25784 members
Mstep: Class 9 contains 177328 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4411 members
Mstep: Class 12 contains 180157 members
Mstep: Class 13 contains 18113 members
Mstep: Class 14 contains 193543 members
Mstep: Class 16 contains 9368 members
Mstep: Class 17 contains 57129 members
Mstep: Class 18 contains 29268 members
Mstep: Class 19 contains 14616 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166396176.000000 Penalty: 59405.718750
Iteration 70Q: 18 clusters Score -1.663962e+08 nChanged 19636
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 172824 members
Mstep: Class 3 contains 155947 members
Mstep: Class 4 contains 200447 members
Mstep: Class 5 contains 1525 members
Mstep: Class 7 contains 68767 members
Mstep: Class 8 contains 25819 members
Mstep: Class 9 contains 182820 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4414 members
Mstep: Class 12 contains 178736 members
Mstep: Class 13 contains 18139 members
Mstep: Class 14 contains 193615 members
Mstep: Class 16 contains 9343 members
Mstep: Class 17 contains 57241 members
Mstep: Class 18 contains 29393 members
Mstep: Class 19 contains 14625 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166397776.000000 Penalty: 59405.718750
Iteration 71Q: 18 clusters Score -1.663978e+08 nChanged 20408
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 172596 members
Mstep: Class 3 contains 153864 members
Mstep: Class 4 contains 199006 members
Mstep: Class 5 contains 1526 members
Mstep: Class 7 contains 68735 members
Mstep: Class 8 contains 25876 members
Mstep: Class 9 contains 187286 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4416 members
Mstep: Class 12 contains 177672 members
Mstep: Class 13 contains 18193 members
Mstep: Class 14 contains 193712 members
Mstep: Class 16 contains 9316 members
Mstep: Class 17 contains 57323 members
Mstep: Class 18 contains 29507 members
Mstep: Class 19 contains 14627 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166398304.000000 Penalty: 59405.718750
Iteration 72Q: 18 clusters Score -1.663983e+08 nChanged 19724
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 172524 members
Mstep: Class 3 contains 152704 members
Mstep: Class 4 contains 197628 members
Mstep: Class 5 contains 1524 members
Mstep: Class 7 contains 68721 members
Mstep: Class 8 contains 25906 members
Mstep: Class 9 contains 189870 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4423 members
Mstep: Class 12 contains 177241 members
Mstep: Class 13 contains 18281 members
Mstep: Class 14 contains 193825 members
Mstep: Class 16 contains 9296 members
Mstep: Class 17 contains 57429 members
Mstep: Class 18 contains 29630 members
Mstep: Class 19 contains 14653 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166397248.000000 Penalty: 59405.718750
Iteration 73Q: 18 clusters Score -1.663972e+08 nChanged 17567
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 172469 members
Mstep: Class 3 contains 152518 members
Mstep: Class 4 contains 196165 members
Mstep: Class 5 contains 1522 members
Mstep: Class 7 contains 68708 members
Mstep: Class 8 contains 25960 members
Mstep: Class 9 contains 190540 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4426 members
Mstep: Class 12 contains 177743 members
Mstep: Class 13 contains 18392 members
Mstep: Class 14 contains 194041 members
Mstep: Class 16 contains 9275 members
Mstep: Class 17 contains 57488 members
Mstep: Class 18 contains 29750 members
Mstep: Class 19 contains 14658 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166397392.000000 Penalty: 59405.718750
Iteration 74Q: 18 clusters Score -1.663974e+08 nChanged 14806
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 172352 members
Mstep: Class 3 contains 153087 members
Mstep: Class 4 contains 194765 members
Mstep: Class 5 contains 1521 members
Mstep: Class 7 contains 68728 members
Mstep: Class 8 contains 25985 members
Mstep: Class 9 contains 189900 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 178933 members
Mstep: Class 13 contains 18499 members
Mstep: Class 14 contains 194282 members
Mstep: Class 16 contains 9258 members
Mstep: Class 17 contains 57496 members
Mstep: Class 18 contains 29831 members
Mstep: Class 19 contains 14591 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166397680.000000 Penalty: 59405.718750
Iteration 75Q: 18 clusters Score -1.663977e+08 nChanged 12492
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 172119 members
Mstep: Class 3 contains 154044 members
Mstep: Class 4 contains 193409 members
Mstep: Class 5 contains 1519 members
Mstep: Class 7 contains 68780 members
Mstep: Class 8 contains 25998 members
Mstep: Class 9 contains 188596 members
Mstep: Class 10 contains 1181 members
Mstep: Class 11 contains 4429 members
Mstep: Class 12 contains 180561 members
Mstep: Class 13 contains 18606 members
Mstep: Class 14 contains 194405 members
Mstep: Class 16 contains 9246 members
Mstep: Class 17 contains 57524 members
Mstep: Class 18 contains 29902 members
Mstep: Class 19 contains 14517 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166398464.000000 Penalty: 59405.718750
Iteration 76Q: 18 clusters Score -1.663985e+08 nChanged 10603
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 171818 members
Mstep: Class 3 contains 155206 members
Mstep: Class 4 contains 192304 members
Mstep: Class 5 contains 1521 members
Mstep: Class 7 contains 68844 members
Mstep: Class 8 contains 26003 members
Mstep: Class 9 contains 187203 members
Mstep: Class 10 contains 1180 members
Mstep: Class 11 contains 4428 members
Mstep: Class 12 contains 182115 members
Mstep: Class 13 contains 18701 members
Mstep: Class 14 contains 194378 members
Mstep: Class 16 contains 9228 members
Mstep: Class 17 contains 57498 members
Mstep: Class 18 contains 29970 members
Mstep: Class 19 contains 14439 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166399504.000000 Penalty: 59405.718750
Iteration 77Q: 18 clusters Score -1.663995e+08 nChanged 9503
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1715 members
Mstep: Class 2 contains 171388 members
Mstep: Class 3 contains 156420 members
Mstep: Class 4 contains 191316 members
Mstep: Class 5 contains 1523 members
Mstep: Class 7 contains 68920 members
Mstep: Class 8 contains 26018 members
Mstep: Class 9 contains 185998 members
Mstep: Class 10 contains 1179 members
Mstep: Class 11 contains 4426 members
Mstep: Class 12 contains 183502 members
Mstep: Class 13 contains 18769 members
Mstep: Class 14 contains 194252 members
Mstep: Class 16 contains 9213 members
Mstep: Class 17 contains 57507 members
Mstep: Class 18 contains 30033 members
Mstep: Class 19 contains 14372 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166399824.000000 Penalty: 59405.718750
Iteration 78Q: 18 clusters Score -1.663998e+08 nChanged 8589
Entering ConstructFrom:
Score: -166399824.000000 Penalty: 59405.718750
Entering ConstructFrom:
Trying to split cluster 1 (1715 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1715 members
Entering Unmasked Estep
Score: -174409.453125 Penalty: 1846.897705
Iteration 0F: 2 clusters Score -174409.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 882 members
Mstep: Class 2 contains 833 members
Entering Unmasked Estep
Score: -172123.906250 Penalty: 3693.795410
Iteration 0F: 3 clusters Score -172123.9 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 970 members
Mstep: Class 2 contains 745 members
Entering Unmasked Estep
Score: -173376.093750 Penalty: 3693.795410
Iteration 1F: 3 clusters Score -173376.1 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1080 members
Mstep: Class 2 contains 635 members
Entering Unmasked Estep
Score: -174687.921875 Penalty: 3693.795410
Iteration 2F: 3 clusters Score -174687.9 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1174 members
Mstep: Class 2 contains 541 members
Entering Unmasked Estep
Score: -175440.125000 Penalty: 3693.795410
Iteration 3F: 3 clusters Score -175440.1 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1235 members
Mstep: Class 2 contains 480 members
Entering Unmasked Estep
Score: -175784.390625 Penalty: 3693.795410
Iteration 4F: 3 clusters Score -175784.4 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1267 members
Mstep: Class 2 contains 448 members
Entering Unmasked Estep
Score: -176078.484375 Penalty: 3693.795410
Iteration 5Q: 3 clusters Score -176078.5 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1281 members
Mstep: Class 2 contains 434 members
Entering Unmasked Estep
Score: -176243.921875 Penalty: 3693.795410
Iteration 6Q: 3 clusters Score -176243.9 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1271 members
Mstep: Class 2 contains 444 members
Entering Unmasked Estep
Score: -176291.437500 Penalty: 3693.795410
Iteration 7Q: 3 clusters Score -176291.4 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1261 members
Mstep: Class 2 contains 454 members
Entering Unmasked Estep
Score: -176321.968750 Penalty: 3693.795410
Iteration 8Q: 3 clusters Score -176322 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1255 members
Mstep: Class 2 contains 460 members
Entering Unmasked Estep
Score: -176337.515625 Penalty: 3693.795410
Iteration 9Q: 3 clusters Score -176337.5 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1248 members
Mstep: Class 2 contains 467 members
Entering Unmasked Estep
Score: -176360.390625 Penalty: 3693.795410
Iteration 10Q: 3 clusters Score -176360.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1243 members
Mstep: Class 2 contains 472 members
Entering Unmasked Estep
Score: -176421.015625 Penalty: 3693.795410
Iteration 11Q: 3 clusters Score -176421 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1229 members
Mstep: Class 2 contains 486 members
Entering Unmasked Estep
Score: -176546.656250 Penalty: 3693.795410
Iteration 12Q: 3 clusters Score -176546.7 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1217 members
Mstep: Class 2 contains 498 members
Entering Unmasked Estep
Score: -176612.750000 Penalty: 3693.795410
Iteration 13Q: 3 clusters Score -176612.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1211 members
Mstep: Class 2 contains 504 members
Entering Unmasked Estep
Score: -176619.984375 Penalty: 3693.795410
Iteration 14Q: 3 clusters Score -176620 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1208 members
Mstep: Class 2 contains 507 members
Entering Unmasked Estep
Score: -176622.656250 Penalty: 3693.795410
Iteration 15Q: 3 clusters Score -176622.7 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1207 members
Mstep: Class 2 contains 508 members
Entering Unmasked Estep
Score: -176623.015625 Penalty: 3693.795410
Iteration 16Q: 3 clusters Score -176623 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1207 members
Mstep: Class 2 contains 508 members
Entering Unmasked Estep
Score: -176635.125000 Penalty: 3693.795410
Iteration 17F: 3 clusters Score -176635.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1206 members
Mstep: Class 2 contains 509 members
Entering Unmasked Estep
Score: -176649.078125 Penalty: 3693.795410
Iteration 18Q: 3 clusters Score -176649.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1202 members
Mstep: Class 2 contains 513 members
Entering Unmasked Estep
Score: -176663.296875 Penalty: 3693.795410
Iteration 19Q: 3 clusters Score -176663.3 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1198 members
Mstep: Class 2 contains 517 members
Entering Unmasked Estep
Score: -176676.921875 Penalty: 3693.795410
Iteration 20F: 3 clusters Score -176676.9 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1193 members
Mstep: Class 2 contains 522 members
Entering Unmasked Estep
Score: -176697.625000 Penalty: 3693.795410
Iteration 21Q: 3 clusters Score -176697.6 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1183 members
Mstep: Class 2 contains 532 members
Entering Unmasked Estep
Score: -176741.109375 Penalty: 3693.795410
Iteration 22Q: 3 clusters Score -176741.1 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1167 members
Mstep: Class 2 contains 548 members
Entering Unmasked Estep
Score: -176820.062500 Penalty: 3693.795410
Iteration 23Q: 3 clusters Score -176820.1 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1154 members
Mstep: Class 2 contains 561 members
Entering Unmasked Estep
Score: -176875.203125 Penalty: 3693.795410
Iteration 24Q: 3 clusters Score -176875.2 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1137 members
Mstep: Class 2 contains 578 members
Entering Unmasked Estep
Score: -176910.546875 Penalty: 3693.795410
Iteration 25Q: 3 clusters Score -176910.5 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1125 members
Mstep: Class 2 contains 590 members
Entering Unmasked Estep
Score: -176933.703125 Penalty: 3693.795410
Iteration 26Q: 3 clusters Score -176933.7 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1113 members
Mstep: Class 2 contains 602 members
Entering Unmasked Estep
Score: -176949.421875 Penalty: 3693.795410
Iteration 27Q: 3 clusters Score -176949.4 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1108 members
Mstep: Class 2 contains 607 members
Entering Unmasked Estep
Score: -176953.953125 Penalty: 3693.795410
Iteration 28Q: 3 clusters Score -176954 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1106 members
Mstep: Class 2 contains 609 members
Entering Unmasked Estep
Score: -176955.921875 Penalty: 3693.795410
Iteration 29Q: 3 clusters Score -176955.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 610 members
Entering Unmasked Estep
Score: -176956.312500 Penalty: 3693.795410
Iteration 30Q: 3 clusters Score -176956.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 610 members
Entering Unmasked Estep
Score: -176956.312500 Penalty: 3693.795410
Iteration 31F: 3 clusters Score -176956.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 170902 members
Mstep: Class 3 contains 157561 members
Mstep: Class 4 contains 190479 members
Mstep: Class 5 contains 1524 members
Mstep: Class 6 contains 610 members
Mstep: Class 7 contains 68950 members
Mstep: Class 8 contains 26055 members
Mstep: Class 9 contains 184989 members
Mstep: Class 10 contains 1179 members
Mstep: Class 11 contains 4424 members
Mstep: Class 12 contains 184720 members
Mstep: Class 13 contains 18814 members
Mstep: Class 14 contains 194142 members
Mstep: Class 16 contains 9195 members
Mstep: Class 17 contains 57505 members
Mstep: Class 18 contains 30072 members
Mstep: Class 19 contains 14325 members
Entering Unmasked Estep
Score: -166401136.000000 Penalty: 62900.175781
Splitting cluster 1 changes total score from -166399824.000000 to -166401136.000000
So it's getting split into cluster 6.
Entering ConstructFrom:
Trying to split cluster 2 (170902 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 170902 members
Entering Unmasked Estep
Score: -22122758.000000 Penalty: 2988.113525
Iteration 0F: 2 clusters Score -2.212276e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 85629 members
Mstep: Class 2 contains 85273 members
Entering Unmasked Estep
Score: -22010746.000000 Penalty: 5976.227051
Iteration 0F: 3 clusters Score -2.201075e+07 nChanged 81718
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87281 members
Mstep: Class 2 contains 83621 members
Entering Unmasked Estep
Score: -22058364.000000 Penalty: 5976.227051
Iteration 1F: 3 clusters Score -2.205836e+07 nChanged 5029
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88604 members
Mstep: Class 2 contains 82298 members
Entering Unmasked Estep
Score: -22059526.000000 Penalty: 5976.227051
Iteration 2Q: 3 clusters Score -2.205953e+07 nChanged 5401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90601 members
Mstep: Class 2 contains 80301 members
Entering Unmasked Estep
Score: -22061088.000000 Penalty: 5976.227051
Iteration 3Q: 3 clusters Score -2.206109e+07 nChanged 6270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93519 members
Mstep: Class 2 contains 77383 members
Entering Unmasked Estep
Score: -22063632.000000 Penalty: 5976.227051
Iteration 4Q: 3 clusters Score -2.206363e+07 nChanged 7607
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97680 members
Mstep: Class 2 contains 73222 members
Entering Unmasked Estep
Score: -22067224.000000 Penalty: 5976.227051
Iteration 5Q: 3 clusters Score -2.206722e+07 nChanged 8907
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103305 members
Mstep: Class 2 contains 67597 members
Entering Unmasked Estep
Score: -22072218.000000 Penalty: 5976.227051
Iteration 6F: 3 clusters Score -2.207222e+07 nChanged 10376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 110435 members
Mstep: Class 2 contains 60467 members
Entering Unmasked Estep
Score: -22079002.000000 Penalty: 5976.227051
Iteration 7F: 3 clusters Score -2.2079e+07 nChanged 10984
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118383 members
Mstep: Class 2 contains 52519 members
Entering Unmasked Estep
Score: -22086986.000000 Penalty: 5976.227051
Iteration 8F: 3 clusters Score -2.208699e+07 nChanged 10449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126132 members
Mstep: Class 2 contains 44770 members
Entering Unmasked Estep
Score: -22094744.000000 Penalty: 5976.227051
Iteration 9F: 3 clusters Score -2.209474e+07 nChanged 8961
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132699 members
Mstep: Class 2 contains 38203 members
Entering Unmasked Estep
Score: -22101222.000000 Penalty: 5976.227051
Iteration 10F: 3 clusters Score -2.210122e+07 nChanged 7022
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137725 members
Mstep: Class 2 contains 33177 members
Entering Unmasked Estep
Score: -22105688.000000 Penalty: 5976.227051
Iteration 11Q: 3 clusters Score -2.210569e+07 nChanged 5335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141628 members
Mstep: Class 2 contains 29274 members
Entering Unmasked Estep
Score: -22108558.000000 Penalty: 5976.227051
Iteration 12Q: 3 clusters Score -2.210856e+07 nChanged 4008
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144946 members
Mstep: Class 2 contains 25956 members
Entering Unmasked Estep
Score: -22110518.000000 Penalty: 5976.227051
Iteration 13Q: 3 clusters Score -2.211052e+07 nChanged 3199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147911 members
Mstep: Class 2 contains 22991 members
Entering Unmasked Estep
Score: -22111794.000000 Penalty: 5976.227051
Iteration 14Q: 3 clusters Score -2.211179e+07 nChanged 2888
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150737 members
Mstep: Class 2 contains 20165 members
Entering Unmasked Estep
Score: -22113236.000000 Penalty: 5976.227051
Iteration 15Q: 3 clusters Score -2.211324e+07 nChanged 2579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153286 members
Mstep: Class 2 contains 17616 members
Entering Unmasked Estep
Score: -22114524.000000 Penalty: 5976.227051
Iteration 16Q: 3 clusters Score -2.211452e+07 nChanged 2388
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155666 members
Mstep: Class 2 contains 15236 members
Entering Unmasked Estep
Score: -22115576.000000 Penalty: 5976.227051
Iteration 17Q: 3 clusters Score -2.211558e+07 nChanged 2146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 157800 members
Mstep: Class 2 contains 13102 members
Entering Unmasked Estep
Score: -22116486.000000 Penalty: 5976.227051
Iteration 18Q: 3 clusters Score -2.211649e+07 nChanged 1899
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 159693 members
Mstep: Class 2 contains 11209 members
Entering Unmasked Estep
Score: -22117264.000000 Penalty: 5976.227051
Iteration 19Q: 3 clusters Score -2.211726e+07 nChanged 1613
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 161302 members
Mstep: Class 2 contains 9600 members
Entering Unmasked Estep
Score: -22117964.000000 Penalty: 5976.227051
Iteration 20F: 3 clusters Score -2.211796e+07 nChanged 1414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162714 members
Mstep: Class 2 contains 8188 members
Entering Unmasked Estep
Score: -22118410.000000 Penalty: 5976.227051
Iteration 21Q: 3 clusters Score -2.211841e+07 nChanged 1206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163920 members
Mstep: Class 2 contains 6982 members
Entering Unmasked Estep
Score: -22118978.000000 Penalty: 5976.227051
Iteration 22Q: 3 clusters Score -2.211898e+07 nChanged 1066
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164986 members
Mstep: Class 2 contains 5916 members
Entering Unmasked Estep
Score: -22119428.000000 Penalty: 5976.227051
Iteration 23Q: 3 clusters Score -2.211943e+07 nChanged 944
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 165926 members
Mstep: Class 2 contains 4976 members
Entering Unmasked Estep
Score: -22119760.000000 Penalty: 5976.227051
Iteration 24Q: 3 clusters Score -2.211976e+07 nChanged 770
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166696 members
Mstep: Class 2 contains 4206 members
Entering Unmasked Estep
Score: -22119934.000000 Penalty: 5976.227051
Iteration 25Q: 3 clusters Score -2.211993e+07 nChanged 612
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167300 members
Mstep: Class 2 contains 3602 members
Entering Unmasked Estep
Score: -22120172.000000 Penalty: 5976.227051
Iteration 26Q: 3 clusters Score -2.212017e+07 nChanged 465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167747 members
Mstep: Class 2 contains 3155 members
Entering Unmasked Estep
Score: -22120240.000000 Penalty: 5976.227051
Iteration 27Q: 3 clusters Score -2.212024e+07 nChanged 371
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168104 members
Mstep: Class 2 contains 2798 members
Entering Unmasked Estep
Score: -22120256.000000 Penalty: 5976.227051
Iteration 28Q: 3 clusters Score -2.212026e+07 nChanged 267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168357 members
Mstep: Class 2 contains 2545 members
Entering Unmasked Estep
Score: -22120338.000000 Penalty: 5976.227051
Iteration 29Q: 3 clusters Score -2.212034e+07 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168568 members
Mstep: Class 2 contains 2334 members
Entering Unmasked Estep
Score: -22120366.000000 Penalty: 5976.227051
Iteration 30Q: 3 clusters Score -2.212037e+07 nChanged 192
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168742 members
Mstep: Class 2 contains 2160 members
Entering Unmasked Estep
Score: -22120466.000000 Penalty: 5976.227051
Iteration 31Q: 3 clusters Score -2.212047e+07 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168893 members
Mstep: Class 2 contains 2009 members
Entering Unmasked Estep
Score: -22120514.000000 Penalty: 5976.227051
Iteration 32Q: 3 clusters Score -2.212051e+07 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169005 members
Mstep: Class 2 contains 1897 members
Entering Unmasked Estep
Score: -22120578.000000 Penalty: 5976.227051
Iteration 33Q: 3 clusters Score -2.212058e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169096 members
Mstep: Class 2 contains 1806 members
Entering Unmasked Estep
Score: -22120640.000000 Penalty: 5976.227051
Iteration 34Q: 3 clusters Score -2.212064e+07 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169179 members
Mstep: Class 2 contains 1723 members
Entering Unmasked Estep
Score: -22120664.000000 Penalty: 5976.227051
Iteration 35Q: 3 clusters Score -2.212066e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169248 members
Mstep: Class 2 contains 1654 members
Entering Unmasked Estep
Score: -22120682.000000 Penalty: 5976.227051
Iteration 36Q: 3 clusters Score -2.212068e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169309 members
Mstep: Class 2 contains 1593 members
Entering Unmasked Estep
Score: -22120740.000000 Penalty: 5976.227051
Iteration 37Q: 3 clusters Score -2.212074e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169360 members
Mstep: Class 2 contains 1542 members
Entering Unmasked Estep
Score: -22120756.000000 Penalty: 5976.227051
Iteration 38Q: 3 clusters Score -2.212076e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169413 members
Mstep: Class 2 contains 1489 members
Entering Unmasked Estep
Score: -22120780.000000 Penalty: 5976.227051
Iteration 39Q: 3 clusters Score -2.212078e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169456 members
Mstep: Class 2 contains 1446 members
Entering Unmasked Estep
Score: -22120858.000000 Penalty: 5976.227051
Iteration 40F: 3 clusters Score -2.212086e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169475 members
Mstep: Class 2 contains 1427 members
Entering Unmasked Estep
Score: -22120888.000000 Penalty: 5976.227051
Iteration 41Q: 3 clusters Score -2.212089e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169490 members
Mstep: Class 2 contains 1412 members
Entering Unmasked Estep
Score: -22120926.000000 Penalty: 5976.227051
Iteration 42Q: 3 clusters Score -2.212093e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169503 members
Mstep: Class 2 contains 1399 members
Entering Unmasked Estep
Score: -22120956.000000 Penalty: 5976.227051
Iteration 43Q: 3 clusters Score -2.212096e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169518 members
Mstep: Class 2 contains 1384 members
Entering Unmasked Estep
Score: -22120958.000000 Penalty: 5976.227051
Iteration 44Q: 3 clusters Score -2.212096e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169537 members
Mstep: Class 2 contains 1365 members
Entering Unmasked Estep
Score: -22120968.000000 Penalty: 5976.227051
Iteration 45Q: 3 clusters Score -2.212097e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169549 members
Mstep: Class 2 contains 1353 members
Entering Unmasked Estep
Score: -22120994.000000 Penalty: 5976.227051
Iteration 46Q: 3 clusters Score -2.212099e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169554 members
Mstep: Class 2 contains 1348 members
Entering Unmasked Estep
Score: -22121008.000000 Penalty: 5976.227051
Iteration 47Q: 3 clusters Score -2.212101e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169566 members
Mstep: Class 2 contains 1336 members
Entering Unmasked Estep
Score: -22121016.000000 Penalty: 5976.227051
Iteration 48Q: 3 clusters Score -2.212102e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169576 members
Mstep: Class 2 contains 1326 members
Entering Unmasked Estep
Score: -22121024.000000 Penalty: 5976.227051
Iteration 49Q: 3 clusters Score -2.212102e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169583 members
Mstep: Class 2 contains 1319 members
Entering Unmasked Estep
Score: -22121002.000000 Penalty: 5976.227051
Iteration 50Q: 3 clusters Score -2.2121e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169587 members
Mstep: Class 2 contains 1315 members
Entering Unmasked Estep
Score: -22121016.000000 Penalty: 5976.227051
Iteration 51Q: 3 clusters Score -2.212102e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169589 members
Mstep: Class 2 contains 1313 members
Entering Unmasked Estep
Score: -22121030.000000 Penalty: 5976.227051
Iteration 52Q: 3 clusters Score -2.212103e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169591 members
Mstep: Class 2 contains 1311 members
Entering Unmasked Estep
Score: -22121022.000000 Penalty: 5976.227051
Iteration 53Q: 3 clusters Score -2.212102e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169593 members
Mstep: Class 2 contains 1309 members
Entering Unmasked Estep
Score: -22121020.000000 Penalty: 5976.227051
Iteration 54Q: 3 clusters Score -2.212102e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169593 members
Mstep: Class 2 contains 1309 members
Entering Unmasked Estep
Score: -22121020.000000 Penalty: 5976.227051
Iteration 55F: 3 clusters Score -2.212102e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (157561 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 157561 members
Entering Unmasked Estep
Score: -20439434.000000 Penalty: 2967.957031
Iteration 0F: 2 clusters Score -2.043943e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79215 members
Mstep: Class 2 contains 78346 members
Entering Unmasked Estep
Score: -20335582.000000 Penalty: 5935.914062
Iteration 0F: 3 clusters Score -2.033558e+07 nChanged 75319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86398 members
Mstep: Class 2 contains 71163 members
Entering Unmasked Estep
Score: -20380712.000000 Penalty: 5935.914062
Iteration 1F: 3 clusters Score -2.038071e+07 nChanged 6680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91192 members
Mstep: Class 2 contains 66369 members
Entering Unmasked Estep
Score: -20383274.000000 Penalty: 5935.914062
Iteration 2Q: 3 clusters Score -2.038327e+07 nChanged 8725
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 98271 members
Mstep: Class 2 contains 59290 members
Entering Unmasked Estep
Score: -20387648.000000 Penalty: 5935.914062
Iteration 3F: 3 clusters Score -2.038765e+07 nChanged 11324
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108319 members
Mstep: Class 2 contains 49242 members
Entering Unmasked Estep
Score: -20395220.000000 Penalty: 5935.914062
Iteration 4F: 3 clusters Score -2.039522e+07 nChanged 13398
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120751 members
Mstep: Class 2 contains 36810 members
Entering Unmasked Estep
Score: -20406108.000000 Penalty: 5935.914062
Iteration 5F: 3 clusters Score -2.040611e+07 nChanged 12902
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133061 members
Mstep: Class 2 contains 24500 members
Entering Unmasked Estep
Score: -20418196.000000 Penalty: 5935.914062
Iteration 6F: 3 clusters Score -2.04182e+07 nChanged 9146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 141915 members
Mstep: Class 2 contains 15646 members
Entering Unmasked Estep
Score: -20428014.000000 Penalty: 5935.914062
Iteration 7F: 3 clusters Score -2.042801e+07 nChanged 4792
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146269 members
Mstep: Class 2 contains 11292 members
Entering Unmasked Estep
Score: -20433626.000000 Penalty: 5935.914062
Iteration 8Q: 3 clusters Score -2.043363e+07 nChanged 2486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147739 members
Mstep: Class 2 contains 9822 members
Entering Unmasked Estep
Score: -20435824.000000 Penalty: 5935.914062
Iteration 9Q: 3 clusters Score -2.043582e+07 nChanged 1446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148359 members
Mstep: Class 2 contains 9202 members
Entering Unmasked Estep
Score: -20436428.000000 Penalty: 5935.914062
Iteration 10Q: 3 clusters Score -2.043643e+07 nChanged 816
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148799 members
Mstep: Class 2 contains 8762 members
Entering Unmasked Estep
Score: -20436668.000000 Penalty: 5935.914062
Iteration 11Q: 3 clusters Score -2.043667e+07 nChanged 558
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149215 members
Mstep: Class 2 contains 8346 members
Entering Unmasked Estep
Score: -20436830.000000 Penalty: 5935.914062
Iteration 12Q: 3 clusters Score -2.043683e+07 nChanged 424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149569 members
Mstep: Class 2 contains 7992 members
Entering Unmasked Estep
Score: -20436934.000000 Penalty: 5935.914062
Iteration 13Q: 3 clusters Score -2.043693e+07 nChanged 354
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149885 members
Mstep: Class 2 contains 7676 members
Entering Unmasked Estep
Score: -20437000.000000 Penalty: 5935.914062
Iteration 14Q: 3 clusters Score -2.0437e+07 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150188 members
Mstep: Class 2 contains 7373 members
Entering Unmasked Estep
Score: -20437058.000000 Penalty: 5935.914062
Iteration 15Q: 3 clusters Score -2.043706e+07 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150460 members
Mstep: Class 2 contains 7101 members
Entering Unmasked Estep
Score: -20437088.000000 Penalty: 5935.914062
Iteration 16Q: 3 clusters Score -2.043709e+07 nChanged 261
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150697 members
Mstep: Class 2 contains 6864 members
Entering Unmasked Estep
Score: -20437132.000000 Penalty: 5935.914062
Iteration 17Q: 3 clusters Score -2.043713e+07 nChanged 234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150921 members
Mstep: Class 2 contains 6640 members
Entering Unmasked Estep
Score: -20437138.000000 Penalty: 5935.914062
Iteration 18Q: 3 clusters Score -2.043714e+07 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151123 members
Mstep: Class 2 contains 6438 members
Entering Unmasked Estep
Score: -20437136.000000 Penalty: 5935.914062
Iteration 19Q: 3 clusters Score -2.043714e+07 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151304 members
Mstep: Class 2 contains 6257 members
Entering Unmasked Estep
Score: -20437126.000000 Penalty: 5935.914062
Iteration 20F: 3 clusters Score -2.043713e+07 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151456 members
Mstep: Class 2 contains 6105 members
Entering Unmasked Estep
Score: -20437122.000000 Penalty: 5935.914062
Iteration 21Q: 3 clusters Score -2.043712e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151597 members
Mstep: Class 2 contains 5964 members
Entering Unmasked Estep
Score: -20437116.000000 Penalty: 5935.914062
Iteration 22Q: 3 clusters Score -2.043712e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151745 members
Mstep: Class 2 contains 5816 members
Entering Unmasked Estep
Score: -20437098.000000 Penalty: 5935.914062
Iteration 23Q: 3 clusters Score -2.04371e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151887 members
Mstep: Class 2 contains 5674 members
Entering Unmasked Estep
Score: -20437126.000000 Penalty: 5935.914062
Iteration 24Q: 3 clusters Score -2.043713e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152025 members
Mstep: Class 2 contains 5536 members
Entering Unmasked Estep
Score: -20437110.000000 Penalty: 5935.914062
Iteration 25Q: 3 clusters Score -2.043711e+07 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152153 members
Mstep: Class 2 contains 5408 members
Entering Unmasked Estep
Score: -20437140.000000 Penalty: 5935.914062
Iteration 26Q: 3 clusters Score -2.043714e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152269 members
Mstep: Class 2 contains 5292 members
Entering Unmasked Estep
Score: -20437124.000000 Penalty: 5935.914062
Iteration 27Q: 3 clusters Score -2.043712e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152380 members
Mstep: Class 2 contains 5181 members
Entering Unmasked Estep
Score: -20437116.000000 Penalty: 5935.914062
Iteration 28Q: 3 clusters Score -2.043712e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152501 members
Mstep: Class 2 contains 5060 members
Entering Unmasked Estep
Score: -20437138.000000 Penalty: 5935.914062
Iteration 29Q: 3 clusters Score -2.043714e+07 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152616 members
Mstep: Class 2 contains 4945 members
Entering Unmasked Estep
Score: -20437132.000000 Penalty: 5935.914062
Iteration 30Q: 3 clusters Score -2.043713e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152725 members
Mstep: Class 2 contains 4836 members
Entering Unmasked Estep
Score: -20437124.000000 Penalty: 5935.914062
Iteration 31Q: 3 clusters Score -2.043712e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152835 members
Mstep: Class 2 contains 4726 members
Entering Unmasked Estep
Score: -20437140.000000 Penalty: 5935.914062
Iteration 32Q: 3 clusters Score -2.043714e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152930 members
Mstep: Class 2 contains 4631 members
Entering Unmasked Estep
Score: -20437138.000000 Penalty: 5935.914062
Iteration 33Q: 3 clusters Score -2.043714e+07 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153025 members
Mstep: Class 2 contains 4536 members
Entering Unmasked Estep
Score: -20437120.000000 Penalty: 5935.914062
Iteration 34Q: 3 clusters Score -2.043712e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153108 members
Mstep: Class 2 contains 4453 members
Entering Unmasked Estep
Score: -20437126.000000 Penalty: 5935.914062
Iteration 35Q: 3 clusters Score -2.043713e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153189 members
Mstep: Class 2 contains 4372 members
Entering Unmasked Estep
Score: -20437140.000000 Penalty: 5935.914062
Iteration 36Q: 3 clusters Score -2.043714e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153256 members
Mstep: Class 2 contains 4305 members
Entering Unmasked Estep
Score: -20437108.000000 Penalty: 5935.914062
Iteration 37Q: 3 clusters Score -2.043711e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153322 members
Mstep: Class 2 contains 4239 members
Entering Unmasked Estep
Score: -20437110.000000 Penalty: 5935.914062
Iteration 38Q: 3 clusters Score -2.043711e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153377 members
Mstep: Class 2 contains 4184 members
Entering Unmasked Estep
Score: -20437116.000000 Penalty: 5935.914062
Iteration 39Q: 3 clusters Score -2.043712e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153423 members
Mstep: Class 2 contains 4138 members
Entering Unmasked Estep
Score: -20437124.000000 Penalty: 5935.914062
Iteration 40F: 3 clusters Score -2.043712e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153468 members
Mstep: Class 2 contains 4093 members
Entering Unmasked Estep
Score: -20437132.000000 Penalty: 5935.914062
Iteration 41Q: 3 clusters Score -2.043713e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153513 members
Mstep: Class 2 contains 4048 members
Entering Unmasked Estep
Score: -20437130.000000 Penalty: 5935.914062
Iteration 42Q: 3 clusters Score -2.043713e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153553 members
Mstep: Class 2 contains 4008 members
Entering Unmasked Estep
Score: -20437132.000000 Penalty: 5935.914062
Iteration 43Q: 3 clusters Score -2.043713e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153594 members
Mstep: Class 2 contains 3967 members
Entering Unmasked Estep
Score: -20437144.000000 Penalty: 5935.914062
Iteration 44Q: 3 clusters Score -2.043714e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153634 members
Mstep: Class 2 contains 3927 members
Entering Unmasked Estep
Score: -20437184.000000 Penalty: 5935.914062
Iteration 45Q: 3 clusters Score -2.043718e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153681 members
Mstep: Class 2 contains 3880 members
Entering Unmasked Estep
Score: -20437172.000000 Penalty: 5935.914062
Iteration 46Q: 3 clusters Score -2.043717e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153730 members
Mstep: Class 2 contains 3831 members
Entering Unmasked Estep
Score: -20437166.000000 Penalty: 5935.914062
Iteration 47Q: 3 clusters Score -2.043717e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153783 members
Mstep: Class 2 contains 3778 members
Entering Unmasked Estep
Score: -20437190.000000 Penalty: 5935.914062
Iteration 48Q: 3 clusters Score -2.043719e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153833 members
Mstep: Class 2 contains 3728 members
Entering Unmasked Estep
Score: -20437206.000000 Penalty: 5935.914062
Iteration 49Q: 3 clusters Score -2.043721e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153880 members
Mstep: Class 2 contains 3681 members
Entering Unmasked Estep
Score: -20437226.000000 Penalty: 5935.914062
Iteration 50Q: 3 clusters Score -2.043723e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153922 members
Mstep: Class 2 contains 3639 members
Entering Unmasked Estep
Score: -20437224.000000 Penalty: 5935.914062
Iteration 51Q: 3 clusters Score -2.043722e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153972 members
Mstep: Class 2 contains 3589 members
Entering Unmasked Estep
Score: -20437216.000000 Penalty: 5935.914062
Iteration 52Q: 3 clusters Score -2.043722e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154010 members
Mstep: Class 2 contains 3551 members
Entering Unmasked Estep
Score: -20437236.000000 Penalty: 5935.914062
Iteration 53Q: 3 clusters Score -2.043724e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154053 members
Mstep: Class 2 contains 3508 members
Entering Unmasked Estep
Score: -20437222.000000 Penalty: 5935.914062
Iteration 54Q: 3 clusters Score -2.043722e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154092 members
Mstep: Class 2 contains 3469 members
Entering Unmasked Estep
Score: -20437240.000000 Penalty: 5935.914062
Iteration 55Q: 3 clusters Score -2.043724e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154124 members
Mstep: Class 2 contains 3437 members
Entering Unmasked Estep
Score: -20437222.000000 Penalty: 5935.914062
Iteration 56Q: 3 clusters Score -2.043722e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154153 members
Mstep: Class 2 contains 3408 members
Entering Unmasked Estep
Score: -20437236.000000 Penalty: 5935.914062
Iteration 57Q: 3 clusters Score -2.043724e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154190 members
Mstep: Class 2 contains 3371 members
Entering Unmasked Estep
Score: -20437224.000000 Penalty: 5935.914062
Iteration 58Q: 3 clusters Score -2.043722e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154228 members
Mstep: Class 2 contains 3333 members
Entering Unmasked Estep
Score: -20437214.000000 Penalty: 5935.914062
Iteration 59Q: 3 clusters Score -2.043721e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154261 members
Mstep: Class 2 contains 3300 members
Entering Unmasked Estep
Score: -20437258.000000 Penalty: 5935.914062
Iteration 60F: 3 clusters Score -2.043726e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154298 members
Mstep: Class 2 contains 3263 members
Entering Unmasked Estep
Score: -20437240.000000 Penalty: 5935.914062
Iteration 61Q: 3 clusters Score -2.043724e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154340 members
Mstep: Class 2 contains 3221 members
Entering Unmasked Estep
Score: -20437248.000000 Penalty: 5935.914062
Iteration 62Q: 3 clusters Score -2.043725e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154385 members
Mstep: Class 2 contains 3176 members
Entering Unmasked Estep
Score: -20437252.000000 Penalty: 5935.914062
Iteration 63Q: 3 clusters Score -2.043725e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154426 members
Mstep: Class 2 contains 3135 members
Entering Unmasked Estep
Score: -20437226.000000 Penalty: 5935.914062
Iteration 64Q: 3 clusters Score -2.043723e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154468 members
Mstep: Class 2 contains 3093 members
Entering Unmasked Estep
Score: -20437238.000000 Penalty: 5935.914062
Iteration 65Q: 3 clusters Score -2.043724e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154504 members
Mstep: Class 2 contains 3057 members
Entering Unmasked Estep
Score: -20437214.000000 Penalty: 5935.914062
Iteration 66Q: 3 clusters Score -2.043721e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154540 members
Mstep: Class 2 contains 3021 members
Entering Unmasked Estep
Score: -20437222.000000 Penalty: 5935.914062
Iteration 67Q: 3 clusters Score -2.043722e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154578 members
Mstep: Class 2 contains 2983 members
Entering Unmasked Estep
Score: -20437234.000000 Penalty: 5935.914062
Iteration 68Q: 3 clusters Score -2.043723e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154610 members
Mstep: Class 2 contains 2951 members
Entering Unmasked Estep
Score: -20437248.000000 Penalty: 5935.914062
Iteration 69Q: 3 clusters Score -2.043725e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154646 members
Mstep: Class 2 contains 2915 members
Entering Unmasked Estep
Score: -20437250.000000 Penalty: 5935.914062
Iteration 70Q: 3 clusters Score -2.043725e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154676 members
Mstep: Class 2 contains 2885 members
Entering Unmasked Estep
Score: -20437272.000000 Penalty: 5935.914062
Iteration 71Q: 3 clusters Score -2.043727e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154705 members
Mstep: Class 2 contains 2856 members
Entering Unmasked Estep
Score: -20437280.000000 Penalty: 5935.914062
Iteration 72Q: 3 clusters Score -2.043728e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154724 members
Mstep: Class 2 contains 2837 members
Entering Unmasked Estep
Score: -20437266.000000 Penalty: 5935.914062
Iteration 73Q: 3 clusters Score -2.043727e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154741 members
Mstep: Class 2 contains 2820 members
Entering Unmasked Estep
Score: -20437272.000000 Penalty: 5935.914062
Iteration 74Q: 3 clusters Score -2.043727e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154767 members
Mstep: Class 2 contains 2794 members
Entering Unmasked Estep
Score: -20437250.000000 Penalty: 5935.914062
Iteration 75Q: 3 clusters Score -2.043725e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154793 members
Mstep: Class 2 contains 2768 members
Entering Unmasked Estep
Score: -20437278.000000 Penalty: 5935.914062
Iteration 76Q: 3 clusters Score -2.043728e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154811 members
Mstep: Class 2 contains 2750 members
Entering Unmasked Estep
Score: -20437272.000000 Penalty: 5935.914062
Iteration 77Q: 3 clusters Score -2.043727e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154820 members
Mstep: Class 2 contains 2741 members
Entering Unmasked Estep
Score: -20437286.000000 Penalty: 5935.914062
Iteration 78Q: 3 clusters Score -2.043729e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154829 members
Mstep: Class 2 contains 2732 members
Entering Unmasked Estep
Score: -20437280.000000 Penalty: 5935.914062
Iteration 79Q: 3 clusters Score -2.043728e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154837 members
Mstep: Class 2 contains 2724 members
Entering Unmasked Estep
Score: -20437278.000000 Penalty: 5935.914062
Iteration 80F: 3 clusters Score -2.043728e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154849 members
Mstep: Class 2 contains 2712 members
Entering Unmasked Estep
Score: -20437276.000000 Penalty: 5935.914062
Iteration 81Q: 3 clusters Score -2.043728e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154858 members
Mstep: Class 2 contains 2703 members
Entering Unmasked Estep
Score: -20437284.000000 Penalty: 5935.914062
Iteration 82Q: 3 clusters Score -2.043728e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154865 members
Mstep: Class 2 contains 2696 members
Entering Unmasked Estep
Score: -20437284.000000 Penalty: 5935.914062
Iteration 83Q: 3 clusters Score -2.043728e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154874 members
Mstep: Class 2 contains 2687 members
Entering Unmasked Estep
Score: -20437286.000000 Penalty: 5935.914062
Iteration 84Q: 3 clusters Score -2.043729e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154884 members
Mstep: Class 2 contains 2677 members
Entering Unmasked Estep
Score: -20437266.000000 Penalty: 5935.914062
Iteration 85Q: 3 clusters Score -2.043727e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154894 members
Mstep: Class 2 contains 2667 members
Entering Unmasked Estep
Score: -20437260.000000 Penalty: 5935.914062
Iteration 86Q: 3 clusters Score -2.043726e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154902 members
Mstep: Class 2 contains 2659 members
Entering Unmasked Estep
Score: -20437252.000000 Penalty: 5935.914062
Iteration 87Q: 3 clusters Score -2.043725e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154914 members
Mstep: Class 2 contains 2647 members
Entering Unmasked Estep
Score: -20437266.000000 Penalty: 5935.914062
Iteration 88Q: 3 clusters Score -2.043727e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154926 members
Mstep: Class 2 contains 2635 members
Entering Unmasked Estep
Score: -20437266.000000 Penalty: 5935.914062
Iteration 89Q: 3 clusters Score -2.043727e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154937 members
Mstep: Class 2 contains 2624 members
Entering Unmasked Estep
Score: -20437274.000000 Penalty: 5935.914062
Iteration 90Q: 3 clusters Score -2.043727e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154947 members
Mstep: Class 2 contains 2614 members
Entering Unmasked Estep
Score: -20437268.000000 Penalty: 5935.914062
Iteration 91Q: 3 clusters Score -2.043727e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154953 members
Mstep: Class 2 contains 2608 members
Entering Unmasked Estep
Score: -20437254.000000 Penalty: 5935.914062
Iteration 92Q: 3 clusters Score -2.043725e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154961 members
Mstep: Class 2 contains 2600 members
Entering Unmasked Estep
Score: -20437258.000000 Penalty: 5935.914062
Iteration 93Q: 3 clusters Score -2.043726e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154967 members
Mstep: Class 2 contains 2594 members
Entering Unmasked Estep
Score: -20437256.000000 Penalty: 5935.914062
Iteration 94Q: 3 clusters Score -2.043726e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154973 members
Mstep: Class 2 contains 2588 members
Entering Unmasked Estep
Score: -20437270.000000 Penalty: 5935.914062
Iteration 95Q: 3 clusters Score -2.043727e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154979 members
Mstep: Class 2 contains 2582 members
Entering Unmasked Estep
Score: -20437280.000000 Penalty: 5935.914062
Iteration 96Q: 3 clusters Score -2.043728e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154986 members
Mstep: Class 2 contains 2575 members
Entering Unmasked Estep
Score: -20437284.000000 Penalty: 5935.914062
Iteration 97Q: 3 clusters Score -2.043728e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154990 members
Mstep: Class 2 contains 2571 members
Entering Unmasked Estep
Score: -20437288.000000 Penalty: 5935.914062
Iteration 98Q: 3 clusters Score -2.043729e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154994 members
Mstep: Class 2 contains 2567 members
Entering Unmasked Estep
Score: -20437286.000000 Penalty: 5935.914062
Iteration 99Q: 3 clusters Score -2.043729e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154999 members
Mstep: Class 2 contains 2562 members
Entering Unmasked Estep
Score: -20437284.000000 Penalty: 5935.914062
Iteration 100F: 3 clusters Score -2.043728e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155006 members
Mstep: Class 2 contains 2555 members
Entering Unmasked Estep
Score: -20437276.000000 Penalty: 5935.914062
Iteration 101Q: 3 clusters Score -2.043728e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155011 members
Mstep: Class 2 contains 2550 members
Entering Unmasked Estep
Score: -20437272.000000 Penalty: 5935.914062
Iteration 102Q: 3 clusters Score -2.043727e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155015 members
Mstep: Class 2 contains 2546 members
Entering Unmasked Estep
Score: -20437266.000000 Penalty: 5935.914062
Iteration 103Q: 3 clusters Score -2.043727e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155016 members
Mstep: Class 2 contains 2545 members
Entering Unmasked Estep
Score: -20437266.000000 Penalty: 5935.914062
Iteration 104Q: 3 clusters Score -2.043727e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155016 members
Mstep: Class 2 contains 2545 members
Entering Unmasked Estep
Score: -20437266.000000 Penalty: 5935.914062
Iteration 105F: 3 clusters Score -2.043727e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (190479 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 190479 members
Entering Unmasked Estep
Score: -24448612.000000 Penalty: 3015.009766
Iteration 0F: 2 clusters Score -2.444861e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95181 members
Mstep: Class 2 contains 95298 members
Entering Unmasked Estep
Score: -24324442.000000 Penalty: 6030.019531
Iteration 0F: 3 clusters Score -2.432444e+07 nChanged 91653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94794 members
Mstep: Class 2 contains 95685 members
Entering Unmasked Estep
Score: -24378104.000000 Penalty: 6030.019531
Iteration 1F: 3 clusters Score -2.43781e+07 nChanged 5101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94913 members
Mstep: Class 2 contains 95566 members
Entering Unmasked Estep
Score: -24379270.000000 Penalty: 6030.019531
Iteration 2Q: 3 clusters Score -2.437927e+07 nChanged 5601
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95312 members
Mstep: Class 2 contains 95167 members
Entering Unmasked Estep
Score: -24380854.000000 Penalty: 6030.019531
Iteration 3Q: 3 clusters Score -2.438085e+07 nChanged 6512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96060 members
Mstep: Class 2 contains 94419 members
Entering Unmasked Estep
Score: -24383212.000000 Penalty: 6030.019531
Iteration 4Q: 3 clusters Score -2.438321e+07 nChanged 8262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97382 members
Mstep: Class 2 contains 93097 members
Entering Unmasked Estep
Score: -24387292.000000 Penalty: 6030.019531
Iteration 5Q: 3 clusters Score -2.438729e+07 nChanged 10595
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99817 members
Mstep: Class 2 contains 90662 members
Entering Unmasked Estep
Score: -24394134.000000 Penalty: 6030.019531
Iteration 6F: 3 clusters Score -2.439413e+07 nChanged 12782
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103519 members
Mstep: Class 2 contains 86960 members
Entering Unmasked Estep
Score: -24403324.000000 Penalty: 6030.019531
Iteration 7F: 3 clusters Score -2.440332e+07 nChanged 14243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108078 members
Mstep: Class 2 contains 82401 members
Entering Unmasked Estep
Score: -24414770.000000 Penalty: 6030.019531
Iteration 8F: 3 clusters Score -2.441477e+07 nChanged 13430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112390 members
Mstep: Class 2 contains 78089 members
Entering Unmasked Estep
Score: -24424126.000000 Penalty: 6030.019531
Iteration 9F: 3 clusters Score -2.442413e+07 nChanged 9702
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115700 members
Mstep: Class 2 contains 74779 members
Entering Unmasked Estep
Score: -24429028.000000 Penalty: 6030.019531
Iteration 10F: 3 clusters Score -2.442903e+07 nChanged 5680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118544 members
Mstep: Class 2 contains 71935 members
Entering Unmasked Estep
Score: -24430956.000000 Penalty: 6030.019531
Iteration 11Q: 3 clusters Score -2.443096e+07 nChanged 3959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121389 members
Mstep: Class 2 contains 69090 members
Entering Unmasked Estep
Score: -24432646.000000 Penalty: 6030.019531
Iteration 12Q: 3 clusters Score -2.443265e+07 nChanged 3577
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 124356 members
Mstep: Class 2 contains 66123 members
Entering Unmasked Estep
Score: -24434222.000000 Penalty: 6030.019531
Iteration 13Q: 3 clusters Score -2.443422e+07 nChanged 3516
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127330 members
Mstep: Class 2 contains 63149 members
Entering Unmasked Estep
Score: -24435894.000000 Penalty: 6030.019531
Iteration 14Q: 3 clusters Score -2.443589e+07 nChanged 3413
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 130249 members
Mstep: Class 2 contains 60230 members
Entering Unmasked Estep
Score: -24437186.000000 Penalty: 6030.019531
Iteration 15Q: 3 clusters Score -2.443719e+07 nChanged 3149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132964 members
Mstep: Class 2 contains 57515 members
Entering Unmasked Estep
Score: -24438434.000000 Penalty: 6030.019531
Iteration 16Q: 3 clusters Score -2.443843e+07 nChanged 2922
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135534 members
Mstep: Class 2 contains 54945 members
Entering Unmasked Estep
Score: -24439418.000000 Penalty: 6030.019531
Iteration 17Q: 3 clusters Score -2.443942e+07 nChanged 2699
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137991 members
Mstep: Class 2 contains 52488 members
Entering Unmasked Estep
Score: -24440352.000000 Penalty: 6030.019531
Iteration 18Q: 3 clusters Score -2.444035e+07 nChanged 2531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140402 members
Mstep: Class 2 contains 50077 members
Entering Unmasked Estep
Score: -24441228.000000 Penalty: 6030.019531
Iteration 19Q: 3 clusters Score -2.444123e+07 nChanged 2378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142688 members
Mstep: Class 2 contains 47791 members
Entering Unmasked Estep
Score: -24442078.000000 Penalty: 6030.019531
Iteration 20F: 3 clusters Score -2.444208e+07 nChanged 2244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 144864 members
Mstep: Class 2 contains 45615 members
Entering Unmasked Estep
Score: -24442782.000000 Penalty: 6030.019531
Iteration 21Q: 3 clusters Score -2.444278e+07 nChanged 2125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146943 members
Mstep: Class 2 contains 43536 members
Entering Unmasked Estep
Score: -24443600.000000 Penalty: 6030.019531
Iteration 22Q: 3 clusters Score -2.44436e+07 nChanged 2087
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 149008 members
Mstep: Class 2 contains 41471 members
Entering Unmasked Estep
Score: -24444220.000000 Penalty: 6030.019531
Iteration 23Q: 3 clusters Score -2.444422e+07 nChanged 1924
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150916 members
Mstep: Class 2 contains 39563 members
Entering Unmasked Estep
Score: -24444762.000000 Penalty: 6030.019531
Iteration 24Q: 3 clusters Score -2.444476e+07 nChanged 1880
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152782 members
Mstep: Class 2 contains 37697 members
Entering Unmasked Estep
Score: -24445436.000000 Penalty: 6030.019531
Iteration 25Q: 3 clusters Score -2.444544e+07 nChanged 1828
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154608 members
Mstep: Class 2 contains 35871 members
Entering Unmasked Estep
Score: -24445894.000000 Penalty: 6030.019531
Iteration 26Q: 3 clusters Score -2.444589e+07 nChanged 1908
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 156516 members
Mstep: Class 2 contains 33963 members
Entering Unmasked Estep
Score: -24446522.000000 Penalty: 6030.019531
Iteration 27Q: 3 clusters Score -2.444652e+07 nChanged 2083
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158599 members
Mstep: Class 2 contains 31880 members
Entering Unmasked Estep
Score: -24446918.000000 Penalty: 6030.019531
Iteration 28Q: 3 clusters Score -2.444692e+07 nChanged 2296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 160895 members
Mstep: Class 2 contains 29584 members
Entering Unmasked Estep
Score: -24447506.000000 Penalty: 6030.019531
Iteration 29Q: 3 clusters Score -2.444751e+07 nChanged 2418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163313 members
Mstep: Class 2 contains 27166 members
Entering Unmasked Estep
Score: -24447914.000000 Penalty: 6030.019531
Iteration 30Q: 3 clusters Score -2.444791e+07 nChanged 2566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 165879 members
Mstep: Class 2 contains 24600 members
Entering Unmasked Estep
Score: -24448204.000000 Penalty: 6030.019531
Iteration 31Q: 3 clusters Score -2.44482e+07 nChanged 2602
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168481 members
Mstep: Class 2 contains 21998 members
Entering Unmasked Estep
Score: -24448376.000000 Penalty: 6030.019531
Iteration 32Q: 3 clusters Score -2.444838e+07 nChanged 2598
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171079 members
Mstep: Class 2 contains 19400 members
Entering Unmasked Estep
Score: -24448694.000000 Penalty: 6030.019531
Iteration 33Q: 3 clusters Score -2.444869e+07 nChanged 2436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173515 members
Mstep: Class 2 contains 16964 members
Entering Unmasked Estep
Score: -24448782.000000 Penalty: 6030.019531
Iteration 34Q: 3 clusters Score -2.444878e+07 nChanged 2299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175814 members
Mstep: Class 2 contains 14665 members
Entering Unmasked Estep
Score: -24448788.000000 Penalty: 6030.019531
Iteration 35Q: 3 clusters Score -2.444879e+07 nChanged 2030
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 177844 members
Mstep: Class 2 contains 12635 members
Entering Unmasked Estep
Score: -24448604.000000 Penalty: 6030.019531
Iteration 36Q: 3 clusters Score -2.44486e+07 nChanged 1730
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 179574 members
Mstep: Class 2 contains 10905 members
Entering Unmasked Estep
Score: -24448652.000000 Penalty: 6030.019531
Iteration 37Q: 3 clusters Score -2.444865e+07 nChanged 1383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 180957 members
Mstep: Class 2 contains 9522 members
Entering Unmasked Estep
Score: -24448614.000000 Penalty: 6030.019531
Iteration 38Q: 3 clusters Score -2.444861e+07 nChanged 1021
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 181978 members
Mstep: Class 2 contains 8501 members
Entering Unmasked Estep
Score: -24448404.000000 Penalty: 6030.019531
Iteration 39Q: 3 clusters Score -2.44484e+07 nChanged 738
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 182716 members
Mstep: Class 2 contains 7763 members
Entering Unmasked Estep
Score: -24448446.000000 Penalty: 6030.019531
Iteration 40F: 3 clusters Score -2.444845e+07 nChanged 1138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 183854 members
Mstep: Class 2 contains 6625 members
Entering Unmasked Estep
Score: -24448346.000000 Penalty: 6030.019531
Iteration 41Q: 3 clusters Score -2.444835e+07 nChanged 941
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 184795 members
Mstep: Class 2 contains 5684 members
Entering Unmasked Estep
Score: -24448222.000000 Penalty: 6030.019531
Iteration 42Q: 3 clusters Score -2.444822e+07 nChanged 762
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 185557 members
Mstep: Class 2 contains 4922 members
Entering Unmasked Estep
Score: -24448070.000000 Penalty: 6030.019531
Iteration 43Q: 3 clusters Score -2.444807e+07 nChanged 628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 186185 members
Mstep: Class 2 contains 4294 members
Entering Unmasked Estep
Score: -24447864.000000 Penalty: 6030.019531
Iteration 44Q: 3 clusters Score -2.444786e+07 nChanged 503
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 186688 members
Mstep: Class 2 contains 3791 members
Entering Unmasked Estep
Score: -24447736.000000 Penalty: 6030.019531
Iteration 45Q: 3 clusters Score -2.444774e+07 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 187104 members
Mstep: Class 2 contains 3375 members
Entering Unmasked Estep
Score: -24447580.000000 Penalty: 6030.019531
Iteration 46Q: 3 clusters Score -2.444758e+07 nChanged 313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 187417 members
Mstep: Class 2 contains 3062 members
Entering Unmasked Estep
Score: -24447564.000000 Penalty: 6030.019531
Iteration 47Q: 3 clusters Score -2.444756e+07 nChanged 287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 187700 members
Mstep: Class 2 contains 2779 members
Entering Unmasked Estep
Score: -24447504.000000 Penalty: 6030.019531
Iteration 48Q: 3 clusters Score -2.44475e+07 nChanged 235
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 187935 members
Mstep: Class 2 contains 2544 members
Entering Unmasked Estep
Score: -24447474.000000 Penalty: 6030.019531
Iteration 49Q: 3 clusters Score -2.444747e+07 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188122 members
Mstep: Class 2 contains 2357 members
Entering Unmasked Estep
Score: -24447514.000000 Penalty: 6030.019531
Iteration 50Q: 3 clusters Score -2.444751e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188284 members
Mstep: Class 2 contains 2195 members
Entering Unmasked Estep
Score: -24447490.000000 Penalty: 6030.019531
Iteration 51Q: 3 clusters Score -2.444749e+07 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188417 members
Mstep: Class 2 contains 2062 members
Entering Unmasked Estep
Score: -24447460.000000 Penalty: 6030.019531
Iteration 52Q: 3 clusters Score -2.444746e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188524 members
Mstep: Class 2 contains 1955 members
Entering Unmasked Estep
Score: -24447418.000000 Penalty: 6030.019531
Iteration 53Q: 3 clusters Score -2.444742e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188600 members
Mstep: Class 2 contains 1879 members
Entering Unmasked Estep
Score: -24447374.000000 Penalty: 6030.019531
Iteration 54Q: 3 clusters Score -2.444737e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188664 members
Mstep: Class 2 contains 1815 members
Entering Unmasked Estep
Score: -24447346.000000 Penalty: 6030.019531
Iteration 55Q: 3 clusters Score -2.444735e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188734 members
Mstep: Class 2 contains 1745 members
Entering Unmasked Estep
Score: -24447336.000000 Penalty: 6030.019531
Iteration 56Q: 3 clusters Score -2.444734e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188800 members
Mstep: Class 2 contains 1679 members
Entering Unmasked Estep
Score: -24447262.000000 Penalty: 6030.019531
Iteration 57Q: 3 clusters Score -2.444726e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188858 members
Mstep: Class 2 contains 1621 members
Entering Unmasked Estep
Score: -24447208.000000 Penalty: 6030.019531
Iteration 58Q: 3 clusters Score -2.444721e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188908 members
Mstep: Class 2 contains 1571 members
Entering Unmasked Estep
Score: -24447206.000000 Penalty: 6030.019531
Iteration 59Q: 3 clusters Score -2.444721e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188951 members
Mstep: Class 2 contains 1528 members
Entering Unmasked Estep
Score: -24447160.000000 Penalty: 6030.019531
Iteration 60F: 3 clusters Score -2.444716e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 188987 members
Mstep: Class 2 contains 1492 members
Entering Unmasked Estep
Score: -24447126.000000 Penalty: 6030.019531
Iteration 61Q: 3 clusters Score -2.444713e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189016 members
Mstep: Class 2 contains 1463 members
Entering Unmasked Estep
Score: -24447134.000000 Penalty: 6030.019531
Iteration 62Q: 3 clusters Score -2.444713e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189028 members
Mstep: Class 2 contains 1451 members
Entering Unmasked Estep
Score: -24447124.000000 Penalty: 6030.019531
Iteration 63Q: 3 clusters Score -2.444712e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189038 members
Mstep: Class 2 contains 1441 members
Entering Unmasked Estep
Score: -24447118.000000 Penalty: 6030.019531
Iteration 64Q: 3 clusters Score -2.444712e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189050 members
Mstep: Class 2 contains 1429 members
Entering Unmasked Estep
Score: -24447120.000000 Penalty: 6030.019531
Iteration 65Q: 3 clusters Score -2.444712e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189062 members
Mstep: Class 2 contains 1417 members
Entering Unmasked Estep
Score: -24447114.000000 Penalty: 6030.019531
Iteration 66Q: 3 clusters Score -2.444711e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189069 members
Mstep: Class 2 contains 1410 members
Entering Unmasked Estep
Score: -24447108.000000 Penalty: 6030.019531
Iteration 67Q: 3 clusters Score -2.444711e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189077 members
Mstep: Class 2 contains 1402 members
Entering Unmasked Estep
Score: -24447102.000000 Penalty: 6030.019531
Iteration 68Q: 3 clusters Score -2.44471e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189085 members
Mstep: Class 2 contains 1394 members
Entering Unmasked Estep
Score: -24447104.000000 Penalty: 6030.019531
Iteration 69Q: 3 clusters Score -2.44471e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189101 members
Mstep: Class 2 contains 1378 members
Entering Unmasked Estep
Score: -24447112.000000 Penalty: 6030.019531
Iteration 70Q: 3 clusters Score -2.444711e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189115 members
Mstep: Class 2 contains 1364 members
Entering Unmasked Estep
Score: -24447096.000000 Penalty: 6030.019531
Iteration 71Q: 3 clusters Score -2.44471e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189125 members
Mstep: Class 2 contains 1354 members
Entering Unmasked Estep
Score: -24447094.000000 Penalty: 6030.019531
Iteration 72Q: 3 clusters Score -2.444709e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189139 members
Mstep: Class 2 contains 1340 members
Entering Unmasked Estep
Score: -24447098.000000 Penalty: 6030.019531
Iteration 73Q: 3 clusters Score -2.44471e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189155 members
Mstep: Class 2 contains 1324 members
Entering Unmasked Estep
Score: -24447088.000000 Penalty: 6030.019531
Iteration 74Q: 3 clusters Score -2.444709e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189162 members
Mstep: Class 2 contains 1317 members
Entering Unmasked Estep
Score: -24447086.000000 Penalty: 6030.019531
Iteration 75Q: 3 clusters Score -2.444709e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189168 members
Mstep: Class 2 contains 1311 members
Entering Unmasked Estep
Score: -24447104.000000 Penalty: 6030.019531
Iteration 76Q: 3 clusters Score -2.44471e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189171 members
Mstep: Class 2 contains 1308 members
Entering Unmasked Estep
Score: -24447082.000000 Penalty: 6030.019531
Iteration 77Q: 3 clusters Score -2.444708e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189175 members
Mstep: Class 2 contains 1304 members
Entering Unmasked Estep
Score: -24447094.000000 Penalty: 6030.019531
Iteration 78Q: 3 clusters Score -2.444709e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189180 members
Mstep: Class 2 contains 1299 members
Entering Unmasked Estep
Score: -24447090.000000 Penalty: 6030.019531
Iteration 79Q: 3 clusters Score -2.444709e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189189 members
Mstep: Class 2 contains 1290 members
Entering Unmasked Estep
Score: -24447078.000000 Penalty: 6030.019531
Iteration 80F: 3 clusters Score -2.444708e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189193 members
Mstep: Class 2 contains 1286 members
Entering Unmasked Estep
Score: -24447082.000000 Penalty: 6030.019531
Iteration 81Q: 3 clusters Score -2.444708e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 189193 members
Mstep: Class 2 contains 1286 members
Entering Unmasked Estep
Score: -24447082.000000 Penalty: 6030.019531
Iteration 82F: 3 clusters Score -2.444708e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 5 (1524 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1524 members
Entering Unmasked Estep
Score: -178871.421875 Penalty: 1817.615234
Iteration 0F: 2 clusters Score -178871.4 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 762 members
Mstep: Class 2 contains 762 members
Entering Unmasked Estep
Score: -176740.906250 Penalty: 3635.230469
Iteration 0F: 3 clusters Score -176740.9 nChanged 490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 744 members
Mstep: Class 2 contains 780 members
Entering Unmasked Estep
Score: -177611.156250 Penalty: 3635.230469
Iteration 1F: 3 clusters Score -177611.2 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 708 members
Mstep: Class 2 contains 816 members
Entering Unmasked Estep
Score: -178322.921875 Penalty: 3635.230469
Iteration 2F: 3 clusters Score -178322.9 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 687 members
Mstep: Class 2 contains 837 members
Entering Unmasked Estep
Score: -178854.078125 Penalty: 3635.230469
Iteration 3F: 3 clusters Score -178854.1 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 686 members
Mstep: Class 2 contains 838 members
Entering Unmasked Estep
Score: -179236.156250 Penalty: 3635.230469
Iteration 4F: 3 clusters Score -179236.2 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 682 members
Mstep: Class 2 contains 842 members
Entering Unmasked Estep
Score: -179374.406250 Penalty: 3635.230469
Iteration 5Q: 3 clusters Score -179374.4 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 674 members
Mstep: Class 2 contains 850 members
Entering Unmasked Estep
Score: -179398.703125 Penalty: 3635.230469
Iteration 6Q: 3 clusters Score -179398.7 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 669 members
Mstep: Class 2 contains 855 members
Entering Unmasked Estep
Score: -179409.140625 Penalty: 3635.230469
Iteration 7Q: 3 clusters Score -179409.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 664 members
Mstep: Class 2 contains 860 members
Entering Unmasked Estep
Score: -179416.062500 Penalty: 3635.230469
Iteration 8Q: 3 clusters Score -179416.1 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 659 members
Mstep: Class 2 contains 865 members
Entering Unmasked Estep
Score: -179426.750000 Penalty: 3635.230469
Iteration 9Q: 3 clusters Score -179426.8 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 655 members
Mstep: Class 2 contains 869 members
Entering Unmasked Estep
Score: -179430.609375 Penalty: 3635.230469
Iteration 10Q: 3 clusters Score -179430.6 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 652 members
Mstep: Class 2 contains 872 members
Entering Unmasked Estep
Score: -179432.937500 Penalty: 3635.230469
Iteration 11Q: 3 clusters Score -179432.9 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 652 members
Mstep: Class 2 contains 872 members
Entering Unmasked Estep
Score: -179432.937500 Penalty: 3635.230469
Iteration 12F: 3 clusters Score -179432.9 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 170902 members
Mstep: Class 3 contains 157561 members
Mstep: Class 4 contains 190479 members
Mstep: Class 5 contains 652 members
Mstep: Class 6 contains 610 members
Mstep: Class 7 contains 68950 members
Mstep: Class 8 contains 26055 members
Mstep: Class 9 contains 184989 members
Mstep: Class 10 contains 1179 members
Mstep: Class 11 contains 4424 members
Mstep: Class 12 contains 184720 members
Mstep: Class 13 contains 18814 members
Mstep: Class 14 contains 194142 members
Mstep: Class 15 contains 872 members
Mstep: Class 16 contains 9195 members
Mstep: Class 17 contains 57505 members
Mstep: Class 18 contains 30072 members
Mstep: Class 19 contains 14325 members
Entering Unmasked Estep
Score: -166399952.000000 Penalty: 66394.625000
Splitting cluster 5 changes total score from -166399824.000000 to -166399952.000000
So it's getting split into cluster 15.
Entering ConstructFrom:
Trying to split cluster 7 (68950 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68950 members
Entering Unmasked Estep
Score: -8630017.000000 Penalty: 2763.001953
Iteration 0F: 2 clusters Score -8630017 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34678 members
Mstep: Class 2 contains 34272 members
Entering Unmasked Estep
Score: -8583720.000000 Penalty: 5526.003906
Iteration 0F: 3 clusters Score -8583720 nChanged 32273
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37069 members
Mstep: Class 2 contains 31881 members
Entering Unmasked Estep
Score: -8601991.000000 Penalty: 5526.003906
Iteration 1F: 3 clusters Score -8601991 nChanged 2821
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38580 members
Mstep: Class 2 contains 30370 members
Entering Unmasked Estep
Score: -8602923.000000 Penalty: 5526.003906
Iteration 2Q: 3 clusters Score -8602923 nChanged 3195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40803 members
Mstep: Class 2 contains 28147 members
Entering Unmasked Estep
Score: -8604134.000000 Penalty: 5526.003906
Iteration 3Q: 3 clusters Score -8604134 nChanged 3861
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43962 members
Mstep: Class 2 contains 24988 members
Entering Unmasked Estep
Score: -8606047.000000 Penalty: 5526.003906
Iteration 4F: 3 clusters Score -8606047 nChanged 4585
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48081 members
Mstep: Class 2 contains 20869 members
Entering Unmasked Estep
Score: -8608882.000000 Penalty: 5526.003906
Iteration 5F: 3 clusters Score -8608882 nChanged 5180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53003 members
Mstep: Class 2 contains 15947 members
Entering Unmasked Estep
Score: -8612758.000000 Penalty: 5526.003906
Iteration 6F: 3 clusters Score -8612758 nChanged 5096
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58017 members
Mstep: Class 2 contains 10933 members
Entering Unmasked Estep
Score: -8617284.000000 Penalty: 5526.003906
Iteration 7F: 3 clusters Score -8617284 nChanged 4131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62124 members
Mstep: Class 2 contains 6826 members
Entering Unmasked Estep
Score: -8621281.000000 Penalty: 5526.003906
Iteration 8F: 3 clusters Score -8621281 nChanged 2512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64614 members
Mstep: Class 2 contains 4336 members
Entering Unmasked Estep
Score: -8624223.000000 Penalty: 5526.003906
Iteration 9Q: 3 clusters Score -8624223 nChanged 1218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65746 members
Mstep: Class 2 contains 3204 members
Entering Unmasked Estep
Score: -8625740.000000 Penalty: 5526.003906
Iteration 10Q: 3 clusters Score -8625740 nChanged 688
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66212 members
Mstep: Class 2 contains 2738 members
Entering Unmasked Estep
Score: -8626483.000000 Penalty: 5526.003906
Iteration 11Q: 3 clusters Score -8626483 nChanged 495
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66445 members
Mstep: Class 2 contains 2505 members
Entering Unmasked Estep
Score: -8626882.000000 Penalty: 5526.003906
Iteration 12Q: 3 clusters Score -8626882 nChanged 331
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66596 members
Mstep: Class 2 contains 2354 members
Entering Unmasked Estep
Score: -8627078.000000 Penalty: 5526.003906
Iteration 13Q: 3 clusters Score -8627078 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66741 members
Mstep: Class 2 contains 2209 members
Entering Unmasked Estep
Score: -8627193.000000 Penalty: 5526.003906
Iteration 14Q: 3 clusters Score -8627193 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66854 members
Mstep: Class 2 contains 2096 members
Entering Unmasked Estep
Score: -8627289.000000 Penalty: 5526.003906
Iteration 15Q: 3 clusters Score -8627289 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66965 members
Mstep: Class 2 contains 1985 members
Entering Unmasked Estep
Score: -8627366.000000 Penalty: 5526.003906
Iteration 16Q: 3 clusters Score -8627366 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67039 members
Mstep: Class 2 contains 1911 members
Entering Unmasked Estep
Score: -8627413.000000 Penalty: 5526.003906
Iteration 17Q: 3 clusters Score -8627413 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67106 members
Mstep: Class 2 contains 1844 members
Entering Unmasked Estep
Score: -8627457.000000 Penalty: 5526.003906
Iteration 18Q: 3 clusters Score -8627457 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67165 members
Mstep: Class 2 contains 1785 members
Entering Unmasked Estep
Score: -8627467.000000 Penalty: 5526.003906
Iteration 19Q: 3 clusters Score -8627467 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67217 members
Mstep: Class 2 contains 1733 members
Entering Unmasked Estep
Score: -8627488.000000 Penalty: 5526.003906
Iteration 20F: 3 clusters Score -8627488 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67269 members
Mstep: Class 2 contains 1681 members
Entering Unmasked Estep
Score: -8627518.000000 Penalty: 5526.003906
Iteration 21Q: 3 clusters Score -8627518 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67319 members
Mstep: Class 2 contains 1631 members
Entering Unmasked Estep
Score: -8627525.000000 Penalty: 5526.003906
Iteration 22Q: 3 clusters Score -8627525 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67358 members
Mstep: Class 2 contains 1592 members
Entering Unmasked Estep
Score: -8627555.000000 Penalty: 5526.003906
Iteration 23Q: 3 clusters Score -8627555 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67394 members
Mstep: Class 2 contains 1556 members
Entering Unmasked Estep
Score: -8627586.000000 Penalty: 5526.003906
Iteration 24Q: 3 clusters Score -8627586 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67432 members
Mstep: Class 2 contains 1518 members
Entering Unmasked Estep
Score: -8627592.000000 Penalty: 5526.003906
Iteration 25Q: 3 clusters Score -8627592 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67455 members
Mstep: Class 2 contains 1495 members
Entering Unmasked Estep
Score: -8627595.000000 Penalty: 5526.003906
Iteration 26Q: 3 clusters Score -8627595 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67473 members
Mstep: Class 2 contains 1477 members
Entering Unmasked Estep
Score: -8627609.000000 Penalty: 5526.003906
Iteration 27Q: 3 clusters Score -8627609 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67484 members
Mstep: Class 2 contains 1466 members
Entering Unmasked Estep
Score: -8627617.000000 Penalty: 5526.003906
Iteration 28Q: 3 clusters Score -8627617 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67496 members
Mstep: Class 2 contains 1454 members
Entering Unmasked Estep
Score: -8627627.000000 Penalty: 5526.003906
Iteration 29Q: 3 clusters Score -8627627 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67509 members
Mstep: Class 2 contains 1441 members
Entering Unmasked Estep
Score: -8627622.000000 Penalty: 5526.003906
Iteration 30Q: 3 clusters Score -8627622 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67521 members
Mstep: Class 2 contains 1429 members
Entering Unmasked Estep
Score: -8627630.000000 Penalty: 5526.003906
Iteration 31Q: 3 clusters Score -8627630 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67530 members
Mstep: Class 2 contains 1420 members
Entering Unmasked Estep
Score: -8627629.000000 Penalty: 5526.003906
Iteration 32Q: 3 clusters Score -8627629 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67537 members
Mstep: Class 2 contains 1413 members
Entering Unmasked Estep
Score: -8627633.000000 Penalty: 5526.003906
Iteration 33Q: 3 clusters Score -8627633 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67543 members
Mstep: Class 2 contains 1407 members
Entering Unmasked Estep
Score: -8627639.000000 Penalty: 5526.003906
Iteration 34Q: 3 clusters Score -8627639 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67547 members
Mstep: Class 2 contains 1403 members
Entering Unmasked Estep
Score: -8627635.000000 Penalty: 5526.003906
Iteration 35Q: 3 clusters Score -8627635 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67551 members
Mstep: Class 2 contains 1399 members
Entering Unmasked Estep
Score: -8627639.000000 Penalty: 5526.003906
Iteration 36Q: 3 clusters Score -8627639 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67555 members
Mstep: Class 2 contains 1395 members
Entering Unmasked Estep
Score: -8627643.000000 Penalty: 5526.003906
Iteration 37Q: 3 clusters Score -8627643 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67558 members
Mstep: Class 2 contains 1392 members
Entering Unmasked Estep
Score: -8627638.000000 Penalty: 5526.003906
Iteration 38Q: 3 clusters Score -8627638 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67560 members
Mstep: Class 2 contains 1390 members
Entering Unmasked Estep
Score: -8627635.000000 Penalty: 5526.003906
Iteration 39Q: 3 clusters Score -8627635 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67560 members
Mstep: Class 2 contains 1390 members
Entering Unmasked Estep
Score: -8627635.000000 Penalty: 5526.003906
Iteration 40F: 3 clusters Score -8627635 nChanged 0
Entering ConstructFrom:
Trying to split cluster 8 (26055 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26055 members
Entering Unmasked Estep
Score: -3400837.750000 Penalty: 2521.655273
Iteration 0F: 2 clusters Score -3400838 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13013 members
Mstep: Class 2 contains 13042 members
Entering Unmasked Estep
Score: -3382993.250000 Penalty: 5043.310547
Iteration 0F: 3 clusters Score -3382993 nChanged 11583
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12842 members
Mstep: Class 2 contains 13213 members
Entering Unmasked Estep
Score: -3389137.750000 Penalty: 5043.310547
Iteration 1F: 3 clusters Score -3389138 nChanged 1228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12740 members
Mstep: Class 2 contains 13315 members
Entering Unmasked Estep
Score: -3389518.500000 Penalty: 5043.310547
Iteration 2Q: 3 clusters Score -3389518 nChanged 1041
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12603 members
Mstep: Class 2 contains 13452 members
Entering Unmasked Estep
Score: -3389827.000000 Penalty: 5043.310547
Iteration 3Q: 3 clusters Score -3389827 nChanged 884
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12459 members
Mstep: Class 2 contains 13596 members
Entering Unmasked Estep
Score: -3390051.500000 Penalty: 5043.310547
Iteration 4Q: 3 clusters Score -3390052 nChanged 759
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12276 members
Mstep: Class 2 contains 13779 members
Entering Unmasked Estep
Score: -3390255.000000 Penalty: 5043.310547
Iteration 5Q: 3 clusters Score -3390255 nChanged 702
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12038 members
Mstep: Class 2 contains 14017 members
Entering Unmasked Estep
Score: -3390452.000000 Penalty: 5043.310547
Iteration 6Q: 3 clusters Score -3390452 nChanged 687
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11765 members
Mstep: Class 2 contains 14290 members
Entering Unmasked Estep
Score: -3390639.500000 Penalty: 5043.310547
Iteration 7Q: 3 clusters Score -3390640 nChanged 665
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11438 members
Mstep: Class 2 contains 14617 members
Entering Unmasked Estep
Score: -3390846.500000 Penalty: 5043.310547
Iteration 8Q: 3 clusters Score -3390846 nChanged 696
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11044 members
Mstep: Class 2 contains 15011 members
Entering Unmasked Estep
Score: -3391063.500000 Penalty: 5043.310547
Iteration 9Q: 3 clusters Score -3391064 nChanged 752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10554 members
Mstep: Class 2 contains 15501 members
Entering Unmasked Estep
Score: -3391355.250000 Penalty: 5043.310547
Iteration 10Q: 3 clusters Score -3391355 nChanged 801
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9957 members
Mstep: Class 2 contains 16098 members
Entering Unmasked Estep
Score: -3391667.000000 Penalty: 5043.310547
Iteration 11Q: 3 clusters Score -3391667 nChanged 879
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9246 members
Mstep: Class 2 contains 16809 members
Entering Unmasked Estep
Score: -3392083.000000 Penalty: 5043.310547
Iteration 12Q: 3 clusters Score -3392083 nChanged 957
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8413 members
Mstep: Class 2 contains 17642 members
Entering Unmasked Estep
Score: -3392685.250000 Penalty: 5043.310547
Iteration 13Q: 3 clusters Score -3392685 nChanged 1125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7426 members
Mstep: Class 2 contains 18629 members
Entering Unmasked Estep
Score: -3393443.500000 Penalty: 5043.310547
Iteration 14Q: 3 clusters Score -3393444 nChanged 1179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6411 members
Mstep: Class 2 contains 19644 members
Entering Unmasked Estep
Score: -3394252.500000 Penalty: 5043.310547
Iteration 15Q: 3 clusters Score -3394252 nChanged 1178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5357 members
Mstep: Class 2 contains 20698 members
Entering Unmasked Estep
Score: -3395159.250000 Penalty: 5043.310547
Iteration 16Q: 3 clusters Score -3395159 nChanged 1047
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4420 members
Mstep: Class 2 contains 21635 members
Entering Unmasked Estep
Score: -3395950.750000 Penalty: 5043.310547
Iteration 17Q: 3 clusters Score -3395951 nChanged 928
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3578 members
Mstep: Class 2 contains 22477 members
Entering Unmasked Estep
Score: -3396639.000000 Penalty: 5043.310547
Iteration 18Q: 3 clusters Score -3396639 nChanged 736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2912 members
Mstep: Class 2 contains 23143 members
Entering Unmasked Estep
Score: -3397104.750000 Penalty: 5043.310547
Iteration 19Q: 3 clusters Score -3397105 nChanged 557
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2399 members
Mstep: Class 2 contains 23656 members
Entering Unmasked Estep
Score: -3397483.750000 Penalty: 5043.310547
Iteration 20F: 3 clusters Score -3397484 nChanged 441
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1994 members
Mstep: Class 2 contains 24061 members
Entering Unmasked Estep
Score: -3397744.750000 Penalty: 5043.310547
Iteration 21Q: 3 clusters Score -3397745 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1689 members
Mstep: Class 2 contains 24366 members
Entering Unmasked Estep
Score: -3397976.500000 Penalty: 5043.310547
Iteration 22Q: 3 clusters Score -3397976 nChanged 267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1460 members
Mstep: Class 2 contains 24595 members
Entering Unmasked Estep
Score: -3398146.750000 Penalty: 5043.310547
Iteration 23Q: 3 clusters Score -3398147 nChanged 214
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1266 members
Mstep: Class 2 contains 24789 members
Entering Unmasked Estep
Score: -3398289.500000 Penalty: 5043.310547
Iteration 24Q: 3 clusters Score -3398290 nChanged 171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1107 members
Mstep: Class 2 contains 24948 members
Entering Unmasked Estep
Score: -3398406.000000 Penalty: 5043.310547
Iteration 25Q: 3 clusters Score -3398406 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1008 members
Mstep: Class 2 contains 25047 members
Entering Unmasked Estep
Score: -3398496.750000 Penalty: 5043.310547
Iteration 26Q: 3 clusters Score -3398497 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 930 members
Mstep: Class 2 contains 25125 members
Entering Unmasked Estep
Score: -3398552.750000 Penalty: 5043.310547
Iteration 27Q: 3 clusters Score -3398553 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 872 members
Mstep: Class 2 contains 25183 members
Entering Unmasked Estep
Score: -3398577.000000 Penalty: 5043.310547
Iteration 28Q: 3 clusters Score -3398577 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 824 members
Mstep: Class 2 contains 25231 members
Entering Unmasked Estep
Score: -3398614.250000 Penalty: 5043.310547
Iteration 29Q: 3 clusters Score -3398614 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 791 members
Mstep: Class 2 contains 25264 members
Entering Unmasked Estep
Score: -3398645.750000 Penalty: 5043.310547
Iteration 30Q: 3 clusters Score -3398646 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 763 members
Mstep: Class 2 contains 25292 members
Entering Unmasked Estep
Score: -3398666.750000 Penalty: 5043.310547
Iteration 31Q: 3 clusters Score -3398667 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 747 members
Mstep: Class 2 contains 25308 members
Entering Unmasked Estep
Score: -3398683.250000 Penalty: 5043.310547
Iteration 32Q: 3 clusters Score -3398683 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 731 members
Mstep: Class 2 contains 25324 members
Entering Unmasked Estep
Score: -3398700.750000 Penalty: 5043.310547
Iteration 33Q: 3 clusters Score -3398701 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 711 members
Mstep: Class 2 contains 25344 members
Entering Unmasked Estep
Score: -3398715.750000 Penalty: 5043.310547
Iteration 34Q: 3 clusters Score -3398716 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 697 members
Mstep: Class 2 contains 25358 members
Entering Unmasked Estep
Score: -3398725.250000 Penalty: 5043.310547
Iteration 35Q: 3 clusters Score -3398725 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 687 members
Mstep: Class 2 contains 25368 members
Entering Unmasked Estep
Score: -3398734.250000 Penalty: 5043.310547
Iteration 36Q: 3 clusters Score -3398734 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 680 members
Mstep: Class 2 contains 25375 members
Entering Unmasked Estep
Score: -3398741.500000 Penalty: 5043.310547
Iteration 37Q: 3 clusters Score -3398742 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 675 members
Mstep: Class 2 contains 25380 members
Entering Unmasked Estep
Score: -3398749.250000 Penalty: 5043.310547
Iteration 38Q: 3 clusters Score -3398749 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 669 members
Mstep: Class 2 contains 25386 members
Entering Unmasked Estep
Score: -3398751.750000 Penalty: 5043.310547
Iteration 39Q: 3 clusters Score -3398752 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 668 members
Mstep: Class 2 contains 25387 members
Entering Unmasked Estep
Score: -3398752.000000 Penalty: 5043.310547
Iteration 40F: 3 clusters Score -3398752 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 666 members
Mstep: Class 2 contains 25389 members
Entering Unmasked Estep
Score: -3398754.250000 Penalty: 5043.310547
Iteration 41Q: 3 clusters Score -3398754 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 664 members
Mstep: Class 2 contains 25391 members
Entering Unmasked Estep
Score: -3398754.000000 Penalty: 5043.310547
Iteration 42Q: 3 clusters Score -3398754 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 660 members
Mstep: Class 2 contains 25395 members
Entering Unmasked Estep
Score: -3398760.750000 Penalty: 5043.310547
Iteration 43Q: 3 clusters Score -3398761 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 655 members
Mstep: Class 2 contains 25400 members
Entering Unmasked Estep
Score: -3398764.500000 Penalty: 5043.310547
Iteration 44Q: 3 clusters Score -3398764 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 649 members
Mstep: Class 2 contains 25406 members
Entering Unmasked Estep
Score: -3398772.500000 Penalty: 5043.310547
Iteration 45Q: 3 clusters Score -3398772 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 647 members
Mstep: Class 2 contains 25408 members
Entering Unmasked Estep
Score: -3398774.500000 Penalty: 5043.310547
Iteration 46Q: 3 clusters Score -3398774 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 646 members
Mstep: Class 2 contains 25409 members
Entering Unmasked Estep
Score: -3398778.250000 Penalty: 5043.310547
Iteration 47Q: 3 clusters Score -3398778 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 646 members
Mstep: Class 2 contains 25409 members
Entering Unmasked Estep
Score: -3398774.750000 Penalty: 5043.310547
Iteration 48Q: 3 clusters Score -3398775 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 644 members
Mstep: Class 2 contains 25411 members
Entering Unmasked Estep
Score: -3398777.500000 Penalty: 5043.310547
Iteration 49Q: 3 clusters Score -3398778 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 642 members
Mstep: Class 2 contains 25413 members
Entering Unmasked Estep
Score: -3398776.250000 Penalty: 5043.310547
Iteration 50Q: 3 clusters Score -3398776 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 642 members
Mstep: Class 2 contains 25413 members
Entering Unmasked Estep
Score: -3398776.250000 Penalty: 5043.310547
Iteration 51F: 3 clusters Score -3398776 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (184989 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 184989 members
Entering Unmasked Estep
Score: -24004450.000000 Penalty: 3007.756836
Iteration 0F: 2 clusters Score -2.400445e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92509 members
Mstep: Class 2 contains 92480 members
Entering Unmasked Estep
Score: -23889684.000000 Penalty: 6015.513672
Iteration 0F: 3 clusters Score -2.388968e+07 nChanged 88499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91960 members
Mstep: Class 2 contains 93029 members
Entering Unmasked Estep
Score: -23941286.000000 Penalty: 6015.513672
Iteration 1F: 3 clusters Score -2.394129e+07 nChanged 5769
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92117 members
Mstep: Class 2 contains 92872 members
Entering Unmasked Estep
Score: -23942626.000000 Penalty: 6015.513672
Iteration 2Q: 3 clusters Score -2.394263e+07 nChanged 6365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92534 members
Mstep: Class 2 contains 92455 members
Entering Unmasked Estep
Score: -23944674.000000 Penalty: 6015.513672
Iteration 3Q: 3 clusters Score -2.394467e+07 nChanged 7637
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93403 members
Mstep: Class 2 contains 91586 members
Entering Unmasked Estep
Score: -23947944.000000 Penalty: 6015.513672
Iteration 4Q: 3 clusters Score -2.394794e+07 nChanged 9440
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95013 members
Mstep: Class 2 contains 89976 members
Entering Unmasked Estep
Score: -23953264.000000 Penalty: 6015.513672
Iteration 5F: 3 clusters Score -2.395326e+07 nChanged 11904
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97721 members
Mstep: Class 2 contains 87268 members
Entering Unmasked Estep
Score: -23962318.000000 Penalty: 6015.513672
Iteration 6F: 3 clusters Score -2.396232e+07 nChanged 13295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101026 members
Mstep: Class 2 contains 83963 members
Entering Unmasked Estep
Score: -23972678.000000 Penalty: 6015.513672
Iteration 7F: 3 clusters Score -2.397268e+07 nChanged 12090
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104126 members
Mstep: Class 2 contains 80863 members
Entering Unmasked Estep
Score: -23980458.000000 Penalty: 6015.513672
Iteration 8F: 3 clusters Score -2.398046e+07 nChanged 8644
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106614 members
Mstep: Class 2 contains 78375 members
Entering Unmasked Estep
Score: -23983836.000000 Penalty: 6015.513672
Iteration 9Q: 3 clusters Score -2.398384e+07 nChanged 5132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108912 members
Mstep: Class 2 contains 76077 members
Entering Unmasked Estep
Score: -23985508.000000 Penalty: 6015.513672
Iteration 10Q: 3 clusters Score -2.398551e+07 nChanged 3435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111213 members
Mstep: Class 2 contains 73776 members
Entering Unmasked Estep
Score: -23986410.000000 Penalty: 6015.513672
Iteration 11Q: 3 clusters Score -2.398641e+07 nChanged 2959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113626 members
Mstep: Class 2 contains 71363 members
Entering Unmasked Estep
Score: -23987200.000000 Penalty: 6015.513672
Iteration 12Q: 3 clusters Score -2.39872e+07 nChanged 3022
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116240 members
Mstep: Class 2 contains 68749 members
Entering Unmasked Estep
Score: -23988240.000000 Penalty: 6015.513672
Iteration 13Q: 3 clusters Score -2.398824e+07 nChanged 3262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119148 members
Mstep: Class 2 contains 65841 members
Entering Unmasked Estep
Score: -23989474.000000 Penalty: 6015.513672
Iteration 14Q: 3 clusters Score -2.398947e+07 nChanged 3452
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122220 members
Mstep: Class 2 contains 62769 members
Entering Unmasked Estep
Score: -23990688.000000 Penalty: 6015.513672
Iteration 15Q: 3 clusters Score -2.399069e+07 nChanged 3638
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125506 members
Mstep: Class 2 contains 59483 members
Entering Unmasked Estep
Score: -23992356.000000 Penalty: 6015.513672
Iteration 16Q: 3 clusters Score -2.399236e+07 nChanged 3759
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128921 members
Mstep: Class 2 contains 56068 members
Entering Unmasked Estep
Score: -23994108.000000 Penalty: 6015.513672
Iteration 17Q: 3 clusters Score -2.399411e+07 nChanged 3761
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132344 members
Mstep: Class 2 contains 52645 members
Entering Unmasked Estep
Score: -23995710.000000 Penalty: 6015.513672
Iteration 18Q: 3 clusters Score -2.399571e+07 nChanged 3792
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135794 members
Mstep: Class 2 contains 49195 members
Entering Unmasked Estep
Score: -23997440.000000 Penalty: 6015.513672
Iteration 19Q: 3 clusters Score -2.399744e+07 nChanged 3634
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139118 members
Mstep: Class 2 contains 45871 members
Entering Unmasked Estep
Score: -23999316.000000 Penalty: 6015.513672
Iteration 20F: 3 clusters Score -2.399932e+07 nChanged 3544
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142344 members
Mstep: Class 2 contains 42645 members
Entering Unmasked Estep
Score: -24001012.000000 Penalty: 6015.513672
Iteration 21Q: 3 clusters Score -2.400101e+07 nChanged 3300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145426 members
Mstep: Class 2 contains 39563 members
Entering Unmasked Estep
Score: -24002786.000000 Penalty: 6015.513672
Iteration 22Q: 3 clusters Score -2.400279e+07 nChanged 3061
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148327 members
Mstep: Class 2 contains 36662 members
Entering Unmasked Estep
Score: -24004384.000000 Penalty: 6015.513672
Iteration 23Q: 3 clusters Score -2.400438e+07 nChanged 2791
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150980 members
Mstep: Class 2 contains 34009 members
Entering Unmasked Estep
Score: -24005628.000000 Penalty: 6015.513672
Iteration 24Q: 3 clusters Score -2.400563e+07 nChanged 2435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153335 members
Mstep: Class 2 contains 31654 members
Entering Unmasked Estep
Score: -24006694.000000 Penalty: 6015.513672
Iteration 25Q: 3 clusters Score -2.400669e+07 nChanged 2171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155446 members
Mstep: Class 2 contains 29543 members
Entering Unmasked Estep
Score: -24007502.000000 Penalty: 6015.513672
Iteration 26Q: 3 clusters Score -2.40075e+07 nChanged 1944
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 157350 members
Mstep: Class 2 contains 27639 members
Entering Unmasked Estep
Score: -24008180.000000 Penalty: 6015.513672
Iteration 27Q: 3 clusters Score -2.400818e+07 nChanged 1710
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 159032 members
Mstep: Class 2 contains 25957 members
Entering Unmasked Estep
Score: -24008556.000000 Penalty: 6015.513672
Iteration 28Q: 3 clusters Score -2.400856e+07 nChanged 1500
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 160514 members
Mstep: Class 2 contains 24475 members
Entering Unmasked Estep
Score: -24008938.000000 Penalty: 6015.513672
Iteration 29Q: 3 clusters Score -2.400894e+07 nChanged 1306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 161802 members
Mstep: Class 2 contains 23187 members
Entering Unmasked Estep
Score: -24009202.000000 Penalty: 6015.513672
Iteration 30Q: 3 clusters Score -2.40092e+07 nChanged 1181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162975 members
Mstep: Class 2 contains 22014 members
Entering Unmasked Estep
Score: -24009420.000000 Penalty: 6015.513672
Iteration 31Q: 3 clusters Score -2.400942e+07 nChanged 1015
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163986 members
Mstep: Class 2 contains 21003 members
Entering Unmasked Estep
Score: -24009468.000000 Penalty: 6015.513672
Iteration 32Q: 3 clusters Score -2.400947e+07 nChanged 860
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164836 members
Mstep: Class 2 contains 20153 members
Entering Unmasked Estep
Score: -24009494.000000 Penalty: 6015.513672
Iteration 33Q: 3 clusters Score -2.400949e+07 nChanged 777
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 165611 members
Mstep: Class 2 contains 19378 members
Entering Unmasked Estep
Score: -24009680.000000 Penalty: 6015.513672
Iteration 34Q: 3 clusters Score -2.400968e+07 nChanged 708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166315 members
Mstep: Class 2 contains 18674 members
Entering Unmasked Estep
Score: -24009654.000000 Penalty: 6015.513672
Iteration 35Q: 3 clusters Score -2.400965e+07 nChanged 602
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166917 members
Mstep: Class 2 contains 18072 members
Entering Unmasked Estep
Score: -24009496.000000 Penalty: 6015.513672
Iteration 36Q: 3 clusters Score -2.40095e+07 nChanged 568
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167477 members
Mstep: Class 2 contains 17512 members
Entering Unmasked Estep
Score: -24009392.000000 Penalty: 6015.513672
Iteration 37Q: 3 clusters Score -2.400939e+07 nChanged 501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167976 members
Mstep: Class 2 contains 17013 members
Entering Unmasked Estep
Score: -24009336.000000 Penalty: 6015.513672
Iteration 38Q: 3 clusters Score -2.400934e+07 nChanged 467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168439 members
Mstep: Class 2 contains 16550 members
Entering Unmasked Estep
Score: -24009352.000000 Penalty: 6015.513672
Iteration 39Q: 3 clusters Score -2.400935e+07 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168855 members
Mstep: Class 2 contains 16134 members
Entering Unmasked Estep
Score: -24009274.000000 Penalty: 6015.513672
Iteration 40F: 3 clusters Score -2.400927e+07 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169244 members
Mstep: Class 2 contains 15745 members
Entering Unmasked Estep
Score: -24009278.000000 Penalty: 6015.513672
Iteration 41Q: 3 clusters Score -2.400928e+07 nChanged 352
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169596 members
Mstep: Class 2 contains 15393 members
Entering Unmasked Estep
Score: -24009260.000000 Penalty: 6015.513672
Iteration 42Q: 3 clusters Score -2.400926e+07 nChanged 330
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169924 members
Mstep: Class 2 contains 15065 members
Entering Unmasked Estep
Score: -24009124.000000 Penalty: 6015.513672
Iteration 43Q: 3 clusters Score -2.400912e+07 nChanged 300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 170224 members
Mstep: Class 2 contains 14765 members
Entering Unmasked Estep
Score: -24009090.000000 Penalty: 6015.513672
Iteration 44Q: 3 clusters Score -2.400909e+07 nChanged 282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 170500 members
Mstep: Class 2 contains 14489 members
Entering Unmasked Estep
Score: -24009008.000000 Penalty: 6015.513672
Iteration 45Q: 3 clusters Score -2.400901e+07 nChanged 263
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 170761 members
Mstep: Class 2 contains 14228 members
Entering Unmasked Estep
Score: -24008952.000000 Penalty: 6015.513672
Iteration 46Q: 3 clusters Score -2.400895e+07 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171003 members
Mstep: Class 2 contains 13986 members
Entering Unmasked Estep
Score: -24008960.000000 Penalty: 6015.513672
Iteration 47Q: 3 clusters Score -2.400896e+07 nChanged 221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171222 members
Mstep: Class 2 contains 13767 members
Entering Unmasked Estep
Score: -24008994.000000 Penalty: 6015.513672
Iteration 48Q: 3 clusters Score -2.400899e+07 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171390 members
Mstep: Class 2 contains 13599 members
Entering Unmasked Estep
Score: -24008930.000000 Penalty: 6015.513672
Iteration 49Q: 3 clusters Score -2.400893e+07 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171556 members
Mstep: Class 2 contains 13433 members
Entering Unmasked Estep
Score: -24008852.000000 Penalty: 6015.513672
Iteration 50Q: 3 clusters Score -2.400885e+07 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171702 members
Mstep: Class 2 contains 13287 members
Entering Unmasked Estep
Score: -24008816.000000 Penalty: 6015.513672
Iteration 51Q: 3 clusters Score -2.400882e+07 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171834 members
Mstep: Class 2 contains 13155 members
Entering Unmasked Estep
Score: -24008796.000000 Penalty: 6015.513672
Iteration 52Q: 3 clusters Score -2.40088e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171933 members
Mstep: Class 2 contains 13056 members
Entering Unmasked Estep
Score: -24008762.000000 Penalty: 6015.513672
Iteration 53Q: 3 clusters Score -2.400876e+07 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172026 members
Mstep: Class 2 contains 12963 members
Entering Unmasked Estep
Score: -24008712.000000 Penalty: 6015.513672
Iteration 54Q: 3 clusters Score -2.400871e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172111 members
Mstep: Class 2 contains 12878 members
Entering Unmasked Estep
Score: -24008692.000000 Penalty: 6015.513672
Iteration 55Q: 3 clusters Score -2.400869e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172178 members
Mstep: Class 2 contains 12811 members
Entering Unmasked Estep
Score: -24008684.000000 Penalty: 6015.513672
Iteration 56Q: 3 clusters Score -2.400868e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172243 members
Mstep: Class 2 contains 12746 members
Entering Unmasked Estep
Score: -24008662.000000 Penalty: 6015.513672
Iteration 57Q: 3 clusters Score -2.400866e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172307 members
Mstep: Class 2 contains 12682 members
Entering Unmasked Estep
Score: -24008684.000000 Penalty: 6015.513672
Iteration 58Q: 3 clusters Score -2.400868e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172365 members
Mstep: Class 2 contains 12624 members
Entering Unmasked Estep
Score: -24008668.000000 Penalty: 6015.513672
Iteration 59Q: 3 clusters Score -2.400867e+07 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172423 members
Mstep: Class 2 contains 12566 members
Entering Unmasked Estep
Score: -24008648.000000 Penalty: 6015.513672
Iteration 60F: 3 clusters Score -2.400865e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172478 members
Mstep: Class 2 contains 12511 members
Entering Unmasked Estep
Score: -24008592.000000 Penalty: 6015.513672
Iteration 61Q: 3 clusters Score -2.400859e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172543 members
Mstep: Class 2 contains 12446 members
Entering Unmasked Estep
Score: -24008552.000000 Penalty: 6015.513672
Iteration 62Q: 3 clusters Score -2.400855e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172597 members
Mstep: Class 2 contains 12392 members
Entering Unmasked Estep
Score: -24008530.000000 Penalty: 6015.513672
Iteration 63Q: 3 clusters Score -2.400853e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172650 members
Mstep: Class 2 contains 12339 members
Entering Unmasked Estep
Score: -24008516.000000 Penalty: 6015.513672
Iteration 64Q: 3 clusters Score -2.400852e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172693 members
Mstep: Class 2 contains 12296 members
Entering Unmasked Estep
Score: -24008526.000000 Penalty: 6015.513672
Iteration 65Q: 3 clusters Score -2.400853e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172731 members
Mstep: Class 2 contains 12258 members
Entering Unmasked Estep
Score: -24008502.000000 Penalty: 6015.513672
Iteration 66Q: 3 clusters Score -2.40085e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172764 members
Mstep: Class 2 contains 12225 members
Entering Unmasked Estep
Score: -24008470.000000 Penalty: 6015.513672
Iteration 67Q: 3 clusters Score -2.400847e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172795 members
Mstep: Class 2 contains 12194 members
Entering Unmasked Estep
Score: -24008446.000000 Penalty: 6015.513672
Iteration 68Q: 3 clusters Score -2.400845e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172822 members
Mstep: Class 2 contains 12167 members
Entering Unmasked Estep
Score: -24008432.000000 Penalty: 6015.513672
Iteration 69Q: 3 clusters Score -2.400843e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172847 members
Mstep: Class 2 contains 12142 members
Entering Unmasked Estep
Score: -24008428.000000 Penalty: 6015.513672
Iteration 70Q: 3 clusters Score -2.400843e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172873 members
Mstep: Class 2 contains 12116 members
Entering Unmasked Estep
Score: -24008432.000000 Penalty: 6015.513672
Iteration 71Q: 3 clusters Score -2.400843e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172899 members
Mstep: Class 2 contains 12090 members
Entering Unmasked Estep
Score: -24008458.000000 Penalty: 6015.513672
Iteration 72Q: 3 clusters Score -2.400846e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172931 members
Mstep: Class 2 contains 12058 members
Entering Unmasked Estep
Score: -24008470.000000 Penalty: 6015.513672
Iteration 73Q: 3 clusters Score -2.400847e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172952 members
Mstep: Class 2 contains 12037 members
Entering Unmasked Estep
Score: -24008468.000000 Penalty: 6015.513672
Iteration 74Q: 3 clusters Score -2.400847e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172967 members
Mstep: Class 2 contains 12022 members
Entering Unmasked Estep
Score: -24008452.000000 Penalty: 6015.513672
Iteration 75Q: 3 clusters Score -2.400845e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172984 members
Mstep: Class 2 contains 12005 members
Entering Unmasked Estep
Score: -24008434.000000 Penalty: 6015.513672
Iteration 76Q: 3 clusters Score -2.400843e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172996 members
Mstep: Class 2 contains 11993 members
Entering Unmasked Estep
Score: -24008434.000000 Penalty: 6015.513672
Iteration 77Q: 3 clusters Score -2.400843e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173006 members
Mstep: Class 2 contains 11983 members
Entering Unmasked Estep
Score: -24008412.000000 Penalty: 6015.513672
Iteration 78Q: 3 clusters Score -2.400841e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173017 members
Mstep: Class 2 contains 11972 members
Entering Unmasked Estep
Score: -24008396.000000 Penalty: 6015.513672
Iteration 79Q: 3 clusters Score -2.40084e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173027 members
Mstep: Class 2 contains 11962 members
Entering Unmasked Estep
Score: -24008404.000000 Penalty: 6015.513672
Iteration 80F: 3 clusters Score -2.40084e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173031 members
Mstep: Class 2 contains 11958 members
Entering Unmasked Estep
Score: -24008388.000000 Penalty: 6015.513672
Iteration 81Q: 3 clusters Score -2.400839e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173036 members
Mstep: Class 2 contains 11953 members
Entering Unmasked Estep
Score: -24008382.000000 Penalty: 6015.513672
Iteration 82Q: 3 clusters Score -2.400838e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173042 members
Mstep: Class 2 contains 11947 members
Entering Unmasked Estep
Score: -24008390.000000 Penalty: 6015.513672
Iteration 83Q: 3 clusters Score -2.400839e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173048 members
Mstep: Class 2 contains 11941 members
Entering Unmasked Estep
Score: -24008386.000000 Penalty: 6015.513672
Iteration 84Q: 3 clusters Score -2.400839e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173055 members
Mstep: Class 2 contains 11934 members
Entering Unmasked Estep
Score: -24008386.000000 Penalty: 6015.513672
Iteration 85Q: 3 clusters Score -2.400839e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173061 members
Mstep: Class 2 contains 11928 members
Entering Unmasked Estep
Score: -24008400.000000 Penalty: 6015.513672
Iteration 86Q: 3 clusters Score -2.40084e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173067 members
Mstep: Class 2 contains 11922 members
Entering Unmasked Estep
Score: -24008390.000000 Penalty: 6015.513672
Iteration 87Q: 3 clusters Score -2.400839e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173071 members
Mstep: Class 2 contains 11918 members
Entering Unmasked Estep
Score: -24008396.000000 Penalty: 6015.513672
Iteration 88Q: 3 clusters Score -2.40084e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173076 members
Mstep: Class 2 contains 11913 members
Entering Unmasked Estep
Score: -24008388.000000 Penalty: 6015.513672
Iteration 89Q: 3 clusters Score -2.400839e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173078 members
Mstep: Class 2 contains 11911 members
Entering Unmasked Estep
Score: -24008380.000000 Penalty: 6015.513672
Iteration 90Q: 3 clusters Score -2.400838e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173080 members
Mstep: Class 2 contains 11909 members
Entering Unmasked Estep
Score: -24008378.000000 Penalty: 6015.513672
Iteration 91Q: 3 clusters Score -2.400838e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173082 members
Mstep: Class 2 contains 11907 members
Entering Unmasked Estep
Score: -24008366.000000 Penalty: 6015.513672
Iteration 92Q: 3 clusters Score -2.400837e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173084 members
Mstep: Class 2 contains 11905 members
Entering Unmasked Estep
Score: -24008366.000000 Penalty: 6015.513672
Iteration 93Q: 3 clusters Score -2.400837e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173086 members
Mstep: Class 2 contains 11903 members
Entering Unmasked Estep
Score: -24008370.000000 Penalty: 6015.513672
Iteration 94Q: 3 clusters Score -2.400837e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173093 members
Mstep: Class 2 contains 11896 members
Entering Unmasked Estep
Score: -24008362.000000 Penalty: 6015.513672
Iteration 95Q: 3 clusters Score -2.400836e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173100 members
Mstep: Class 2 contains 11889 members
Entering Unmasked Estep
Score: -24008350.000000 Penalty: 6015.513672
Iteration 96Q: 3 clusters Score -2.400835e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173103 members
Mstep: Class 2 contains 11886 members
Entering Unmasked Estep
Score: -24008348.000000 Penalty: 6015.513672
Iteration 97Q: 3 clusters Score -2.400835e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173105 members
Mstep: Class 2 contains 11884 members
Entering Unmasked Estep
Score: -24008368.000000 Penalty: 6015.513672
Iteration 98Q: 3 clusters Score -2.400837e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173108 members
Mstep: Class 2 contains 11881 members
Entering Unmasked Estep
Score: -24008374.000000 Penalty: 6015.513672
Iteration 99Q: 3 clusters Score -2.400837e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173112 members
Mstep: Class 2 contains 11877 members
Entering Unmasked Estep
Score: -24008368.000000 Penalty: 6015.513672
Iteration 100F: 3 clusters Score -2.400837e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173114 members
Mstep: Class 2 contains 11875 members
Entering Unmasked Estep
Score: -24008370.000000 Penalty: 6015.513672
Iteration 101Q: 3 clusters Score -2.400837e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173115 members
Mstep: Class 2 contains 11874 members
Entering Unmasked Estep
Score: -24008350.000000 Penalty: 6015.513672
Iteration 102Q: 3 clusters Score -2.400835e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173117 members
Mstep: Class 2 contains 11872 members
Entering Unmasked Estep
Score: -24008352.000000 Penalty: 6015.513672
Iteration 103Q: 3 clusters Score -2.400835e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173118 members
Mstep: Class 2 contains 11871 members
Entering Unmasked Estep
Score: -24008344.000000 Penalty: 6015.513672
Iteration 104Q: 3 clusters Score -2.400834e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173119 members
Mstep: Class 2 contains 11870 members
Entering Unmasked Estep
Score: -24008352.000000 Penalty: 6015.513672
Iteration 105Q: 3 clusters Score -2.400835e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173120 members
Mstep: Class 2 contains 11869 members
Entering Unmasked Estep
Score: -24008354.000000 Penalty: 6015.513672
Iteration 106Q: 3 clusters Score -2.400835e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173120 members
Mstep: Class 2 contains 11869 members
Entering Unmasked Estep
Score: -24008354.000000 Penalty: 6015.513672
Iteration 107F: 3 clusters Score -2.400835e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 170902 members
Mstep: Class 3 contains 157561 members
Mstep: Class 4 contains 190479 members
Mstep: Class 5 contains 652 members
Mstep: Class 6 contains 610 members
Mstep: Class 7 contains 68950 members
Mstep: Class 8 contains 26055 members
Mstep: Class 9 contains 173120 members
Mstep: Class 10 contains 1179 members
Mstep: Class 11 contains 4424 members
Mstep: Class 12 contains 184720 members
Mstep: Class 13 contains 18814 members
Mstep: Class 14 contains 194142 members
Mstep: Class 15 contains 872 members
Mstep: Class 16 contains 9195 members
Mstep: Class 17 contains 57505 members
Mstep: Class 18 contains 30072 members
Mstep: Class 19 contains 14325 members
Mstep: Class 20 contains 11869 members
Entering Unmasked Estep
Score: -166403520.000000 Penalty: 69889.085938
Splitting cluster 9 changes total score from -166399824.000000 to -166403520.000000
So it's getting split into cluster 20.
Entering ConstructFrom:
Trying to split cluster 10 (1179 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1179 members
Entering Unmasked Estep
Score: -121034.859375 Penalty: 1753.960693
Iteration 0F: 2 clusters Score -121034.9 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 630 members
Mstep: Class 2 contains 549 members
Entering Unmasked Estep
Score: -119091.796875 Penalty: 3507.921387
Iteration 0F: 3 clusters Score -119091.8 nChanged 376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 600 members
Mstep: Class 2 contains 579 members
Entering Unmasked Estep
Score: -119924.054688 Penalty: 3507.921387
Iteration 1F: 3 clusters Score -119924.1 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 518 members
Mstep: Class 2 contains 661 members
Entering Unmasked Estep
Score: -121005.414062 Penalty: 3507.921387
Iteration 2F: 3 clusters Score -121005.4 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 419 members
Mstep: Class 2 contains 760 members
Entering Unmasked Estep
Score: -121703.718750 Penalty: 3507.921387
Iteration 3F: 3 clusters Score -121703.7 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 371 members
Mstep: Class 2 contains 808 members
Entering Unmasked Estep
Score: -122569.125000 Penalty: 3507.921387
Iteration 4F: 3 clusters Score -122569.1 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 395 members
Mstep: Class 2 contains 784 members
Entering Unmasked Estep
Score: -123607.593750 Penalty: 3507.921387
Iteration 5Q: 3 clusters Score -123607.6 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 399 members
Mstep: Class 2 contains 780 members
Entering Unmasked Estep
Score: -124110.796875 Penalty: 3507.921387
Iteration 6Q: 3 clusters Score -124110.8 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 401 members
Mstep: Class 2 contains 778 members
Entering Unmasked Estep
Score: -124153.820312 Penalty: 3507.921387
Iteration 7Q: 3 clusters Score -124153.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 401 members
Mstep: Class 2 contains 778 members
Entering Unmasked Estep
Score: -124153.820312 Penalty: 3507.921387
Iteration 8F: 3 clusters Score -124153.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 170902 members
Mstep: Class 3 contains 157561 members
Mstep: Class 4 contains 190479 members
Mstep: Class 5 contains 652 members
Mstep: Class 6 contains 610 members
Mstep: Class 7 contains 68950 members
Mstep: Class 8 contains 26055 members
Mstep: Class 9 contains 173120 members
Mstep: Class 10 contains 401 members
Mstep: Class 11 contains 4424 members
Mstep: Class 12 contains 184720 members
Mstep: Class 13 contains 18814 members
Mstep: Class 14 contains 194142 members
Mstep: Class 15 contains 872 members
Mstep: Class 16 contains 9195 members
Mstep: Class 17 contains 57505 members
Mstep: Class 18 contains 30072 members
Mstep: Class 19 contains 14325 members
Mstep: Class 20 contains 11869 members
Mstep: Class 21 contains 778 members
Entering Unmasked Estep
Score: -166404864.000000 Penalty: 73383.539062
Splitting cluster 10 changes total score from -166399824.000000 to -166404864.000000
So it's getting split into cluster 21.
Entering ConstructFrom:
Trying to split cluster 11 (4424 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4424 members
Entering Unmasked Estep
Score: -556467.187500 Penalty: 2081.910156
Iteration 0F: 2 clusters Score -556467.2 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2194 members
Mstep: Class 2 contains 2230 members
Entering Unmasked Estep
Score: -552351.625000 Penalty: 4163.820312
Iteration 0F: 3 clusters Score -552351.6 nChanged 1644
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2166 members
Mstep: Class 2 contains 2258 members
Entering Unmasked Estep
Score: -553330.687500 Penalty: 4163.820312
Iteration 1F: 3 clusters Score -553330.7 nChanged 361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2145 members
Mstep: Class 2 contains 2279 members
Entering Unmasked Estep
Score: -553621.875000 Penalty: 4163.820312
Iteration 2F: 3 clusters Score -553621.9 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2115 members
Mstep: Class 2 contains 2309 members
Entering Unmasked Estep
Score: -553834.375000 Penalty: 4163.820312
Iteration 3F: 3 clusters Score -553834.4 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2104 members
Mstep: Class 2 contains 2320 members
Entering Unmasked Estep
Score: -553993.312500 Penalty: 4163.820312
Iteration 4Q: 3 clusters Score -553993.3 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2070 members
Mstep: Class 2 contains 2354 members
Entering Unmasked Estep
Score: -554115.500000 Penalty: 4163.820312
Iteration 5Q: 3 clusters Score -554115.5 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2038 members
Mstep: Class 2 contains 2386 members
Entering Unmasked Estep
Score: -554223.500000 Penalty: 4163.820312
Iteration 6Q: 3 clusters Score -554223.5 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2026 members
Mstep: Class 2 contains 2398 members
Entering Unmasked Estep
Score: -554349.812500 Penalty: 4163.820312
Iteration 7Q: 3 clusters Score -554349.8 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2023 members
Mstep: Class 2 contains 2401 members
Entering Unmasked Estep
Score: -554472.625000 Penalty: 4163.820312
Iteration 8Q: 3 clusters Score -554472.6 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2047 members
Mstep: Class 2 contains 2377 members
Entering Unmasked Estep
Score: -554567.375000 Penalty: 4163.820312
Iteration 9Q: 3 clusters Score -554567.4 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2070 members
Mstep: Class 2 contains 2354 members
Entering Unmasked Estep
Score: -554646.187500 Penalty: 4163.820312
Iteration 10Q: 3 clusters Score -554646.2 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2095 members
Mstep: Class 2 contains 2329 members
Entering Unmasked Estep
Score: -554725.562500 Penalty: 4163.820312
Iteration 11Q: 3 clusters Score -554725.6 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2118 members
Mstep: Class 2 contains 2306 members
Entering Unmasked Estep
Score: -554796.562500 Penalty: 4163.820312
Iteration 12Q: 3 clusters Score -554796.6 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2169 members
Mstep: Class 2 contains 2255 members
Entering Unmasked Estep
Score: -554850.812500 Penalty: 4163.820312
Iteration 13Q: 3 clusters Score -554850.8 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2207 members
Mstep: Class 2 contains 2217 members
Entering Unmasked Estep
Score: -554896.312500 Penalty: 4163.820312
Iteration 14Q: 3 clusters Score -554896.3 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2233 members
Mstep: Class 2 contains 2191 members
Entering Unmasked Estep
Score: -554924.125000 Penalty: 4163.820312
Iteration 15Q: 3 clusters Score -554924.1 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2248 members
Mstep: Class 2 contains 2176 members
Entering Unmasked Estep
Score: -554945.437500 Penalty: 4163.820312
Iteration 16Q: 3 clusters Score -554945.4 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2270 members
Mstep: Class 2 contains 2154 members
Entering Unmasked Estep
Score: -554963.812500 Penalty: 4163.820312
Iteration 17Q: 3 clusters Score -554963.8 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2291 members
Mstep: Class 2 contains 2133 members
Entering Unmasked Estep
Score: -554985.187500 Penalty: 4163.820312
Iteration 18Q: 3 clusters Score -554985.2 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2311 members
Mstep: Class 2 contains 2113 members
Entering Unmasked Estep
Score: -555005.375000 Penalty: 4163.820312
Iteration 19Q: 3 clusters Score -555005.4 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2322 members
Mstep: Class 2 contains 2102 members
Entering Unmasked Estep
Score: -555026.250000 Penalty: 4163.820312
Iteration 20F: 3 clusters Score -555026.2 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2337 members
Mstep: Class 2 contains 2087 members
Entering Unmasked Estep
Score: -555040.437500 Penalty: 4163.820312
Iteration 21Q: 3 clusters Score -555040.4 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2347 members
Mstep: Class 2 contains 2077 members
Entering Unmasked Estep
Score: -555058.125000 Penalty: 4163.820312
Iteration 22Q: 3 clusters Score -555058.1 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2368 members
Mstep: Class 2 contains 2056 members
Entering Unmasked Estep
Score: -555070.062500 Penalty: 4163.820312
Iteration 23Q: 3 clusters Score -555070.1 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2378 members
Mstep: Class 2 contains 2046 members
Entering Unmasked Estep
Score: -555078.062500 Penalty: 4163.820312
Iteration 24Q: 3 clusters Score -555078.1 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2395 members
Mstep: Class 2 contains 2029 members
Entering Unmasked Estep
Score: -555087.125000 Penalty: 4163.820312
Iteration 25Q: 3 clusters Score -555087.1 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2411 members
Mstep: Class 2 contains 2013 members
Entering Unmasked Estep
Score: -555096.187500 Penalty: 4163.820312
Iteration 26Q: 3 clusters Score -555096.2 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2422 members
Mstep: Class 2 contains 2002 members
Entering Unmasked Estep
Score: -555107.000000 Penalty: 4163.820312
Iteration 27Q: 3 clusters Score -555107 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2432 members
Mstep: Class 2 contains 1992 members
Entering Unmasked Estep
Score: -555115.187500 Penalty: 4163.820312
Iteration 28Q: 3 clusters Score -555115.2 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2443 members
Mstep: Class 2 contains 1981 members
Entering Unmasked Estep
Score: -555124.500000 Penalty: 4163.820312
Iteration 29Q: 3 clusters Score -555124.5 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2454 members
Mstep: Class 2 contains 1970 members
Entering Unmasked Estep
Score: -555130.625000 Penalty: 4163.820312
Iteration 30Q: 3 clusters Score -555130.6 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2468 members
Mstep: Class 2 contains 1956 members
Entering Unmasked Estep
Score: -555139.062500 Penalty: 4163.820312
Iteration 31Q: 3 clusters Score -555139.1 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2477 members
Mstep: Class 2 contains 1947 members
Entering Unmasked Estep
Score: -555142.687500 Penalty: 4163.820312
Iteration 32Q: 3 clusters Score -555142.7 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2488 members
Mstep: Class 2 contains 1936 members
Entering Unmasked Estep
Score: -555147.625000 Penalty: 4163.820312
Iteration 33Q: 3 clusters Score -555147.6 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2499 members
Mstep: Class 2 contains 1925 members
Entering Unmasked Estep
Score: -555153.000000 Penalty: 4163.820312
Iteration 34Q: 3 clusters Score -555153 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2508 members
Mstep: Class 2 contains 1916 members
Entering Unmasked Estep
Score: -555157.375000 Penalty: 4163.820312
Iteration 35Q: 3 clusters Score -555157.4 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2515 members
Mstep: Class 2 contains 1909 members
Entering Unmasked Estep
Score: -555160.562500 Penalty: 4163.820312
Iteration 36Q: 3 clusters Score -555160.6 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2524 members
Mstep: Class 2 contains 1900 members
Entering Unmasked Estep
Score: -555163.750000 Penalty: 4163.820312
Iteration 37Q: 3 clusters Score -555163.8 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2527 members
Mstep: Class 2 contains 1897 members
Entering Unmasked Estep
Score: -555165.062500 Penalty: 4163.820312
Iteration 38Q: 3 clusters Score -555165.1 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2528 members
Mstep: Class 2 contains 1896 members
Entering Unmasked Estep
Score: -555169.062500 Penalty: 4163.820312
Iteration 39Q: 3 clusters Score -555169.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2524 members
Mstep: Class 2 contains 1900 members
Entering Unmasked Estep
Score: -555171.875000 Penalty: 4163.820312
Iteration 40F: 3 clusters Score -555171.9 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2528 members
Mstep: Class 2 contains 1896 members
Entering Unmasked Estep
Score: -555176.250000 Penalty: 4163.820312
Iteration 41Q: 3 clusters Score -555176.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2532 members
Mstep: Class 2 contains 1892 members
Entering Unmasked Estep
Score: -555176.812500 Penalty: 4163.820312
Iteration 42Q: 3 clusters Score -555176.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2538 members
Mstep: Class 2 contains 1886 members
Entering Unmasked Estep
Score: -555178.312500 Penalty: 4163.820312
Iteration 43Q: 3 clusters Score -555178.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2541 members
Mstep: Class 2 contains 1883 members
Entering Unmasked Estep
Score: -555178.687500 Penalty: 4163.820312
Iteration 44Q: 3 clusters Score -555178.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2543 members
Mstep: Class 2 contains 1881 members
Entering Unmasked Estep
Score: -555179.875000 Penalty: 4163.820312
Iteration 45Q: 3 clusters Score -555179.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2545 members
Mstep: Class 2 contains 1879 members
Entering Unmasked Estep
Score: -555181.250000 Penalty: 4163.820312
Iteration 46Q: 3 clusters Score -555181.2 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2547 members
Mstep: Class 2 contains 1877 members
Entering Unmasked Estep
Score: -555181.875000 Penalty: 4163.820312
Iteration 47Q: 3 clusters Score -555181.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2548 members
Mstep: Class 2 contains 1876 members
Entering Unmasked Estep
Score: -555182.187500 Penalty: 4163.820312
Iteration 48Q: 3 clusters Score -555182.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2549 members
Mstep: Class 2 contains 1875 members
Entering Unmasked Estep
Score: -555181.562500 Penalty: 4163.820312
Iteration 49Q: 3 clusters Score -555181.6 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2549 members
Mstep: Class 2 contains 1875 members
Entering Unmasked Estep
Score: -555183.312500 Penalty: 4163.820312
Iteration 50Q: 3 clusters Score -555183.3 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2550 members
Mstep: Class 2 contains 1874 members
Entering Unmasked Estep
Score: -555184.312500 Penalty: 4163.820312
Iteration 51Q: 3 clusters Score -555184.3 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2552 members
Mstep: Class 2 contains 1872 members
Entering Unmasked Estep
Score: -555183.000000 Penalty: 4163.820312
Iteration 52Q: 3 clusters Score -555183 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2555 members
Mstep: Class 2 contains 1869 members
Entering Unmasked Estep
Score: -555183.500000 Penalty: 4163.820312
Iteration 53Q: 3 clusters Score -555183.5 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2556 members
Mstep: Class 2 contains 1868 members
Entering Unmasked Estep
Score: -555183.625000 Penalty: 4163.820312
Iteration 54Q: 3 clusters Score -555183.6 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2556 members
Mstep: Class 2 contains 1868 members
Entering Unmasked Estep
Score: -555183.625000 Penalty: 4163.820312
Iteration 55F: 3 clusters Score -555183.6 nChanged 0
Entering ConstructFrom:
Trying to split cluster 12 (184720 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 184720 members
Entering Unmasked Estep
Score: -23759660.000000 Penalty: 3007.395996
Iteration 0F: 2 clusters Score -2.375966e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91994 members
Mstep: Class 2 contains 92726 members
Entering Unmasked Estep
Score: -23639994.000000 Penalty: 6014.791992
Iteration 0F: 3 clusters Score -2.363999e+07 nChanged 88765
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87405 members
Mstep: Class 2 contains 97315 members
Entering Unmasked Estep
Score: -23692224.000000 Penalty: 6014.791992
Iteration 1F: 3 clusters Score -2.369222e+07 nChanged 7041
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83696 members
Mstep: Class 2 contains 101024 members
Entering Unmasked Estep
Score: -23694610.000000 Penalty: 6014.791992
Iteration 2Q: 3 clusters Score -2.369461e+07 nChanged 8456
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77976 members
Mstep: Class 2 contains 106744 members
Entering Unmasked Estep
Score: -23698402.000000 Penalty: 6014.791992
Iteration 3Q: 3 clusters Score -2.36984e+07 nChanged 11064
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69430 members
Mstep: Class 2 contains 115290 members
Entering Unmasked Estep
Score: -23704430.000000 Penalty: 6014.791992
Iteration 4F: 3 clusters Score -2.370443e+07 nChanged 13816
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58110 members
Mstep: Class 2 contains 126610 members
Entering Unmasked Estep
Score: -23715010.000000 Penalty: 6014.791992
Iteration 5F: 3 clusters Score -2.371501e+07 nChanged 15239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45333 members
Mstep: Class 2 contains 139387 members
Entering Unmasked Estep
Score: -23728876.000000 Penalty: 6014.791992
Iteration 6F: 3 clusters Score -2.372888e+07 nChanged 13325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34596 members
Mstep: Class 2 contains 150124 members
Entering Unmasked Estep
Score: -23741630.000000 Penalty: 6014.791992
Iteration 7F: 3 clusters Score -2.374163e+07 nChanged 9153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27909 members
Mstep: Class 2 contains 156811 members
Entering Unmasked Estep
Score: -23749792.000000 Penalty: 6014.791992
Iteration 8Q: 3 clusters Score -2.374979e+07 nChanged 5817
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24050 members
Mstep: Class 2 contains 160670 members
Entering Unmasked Estep
Score: -23753348.000000 Penalty: 6014.791992
Iteration 9Q: 3 clusters Score -2.375335e+07 nChanged 3651
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21133 members
Mstep: Class 2 contains 163587 members
Entering Unmasked Estep
Score: -23754966.000000 Penalty: 6014.791992
Iteration 10Q: 3 clusters Score -2.375497e+07 nChanged 2676
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18589 members
Mstep: Class 2 contains 166131 members
Entering Unmasked Estep
Score: -23756034.000000 Penalty: 6014.791992
Iteration 11Q: 3 clusters Score -2.375603e+07 nChanged 2311
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16312 members
Mstep: Class 2 contains 168408 members
Entering Unmasked Estep
Score: -23756700.000000 Penalty: 6014.791992
Iteration 12Q: 3 clusters Score -2.37567e+07 nChanged 2144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14178 members
Mstep: Class 2 contains 170542 members
Entering Unmasked Estep
Score: -23757352.000000 Penalty: 6014.791992
Iteration 13Q: 3 clusters Score -2.375735e+07 nChanged 1997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12181 members
Mstep: Class 2 contains 172539 members
Entering Unmasked Estep
Score: -23757600.000000 Penalty: 6014.791992
Iteration 14Q: 3 clusters Score -2.37576e+07 nChanged 1812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10375 members
Mstep: Class 2 contains 174345 members
Entering Unmasked Estep
Score: -23758072.000000 Penalty: 6014.791992
Iteration 15Q: 3 clusters Score -2.375807e+07 nChanged 1560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8817 members
Mstep: Class 2 contains 175903 members
Entering Unmasked Estep
Score: -23758216.000000 Penalty: 6014.791992
Iteration 16Q: 3 clusters Score -2.375822e+07 nChanged 1351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7468 members
Mstep: Class 2 contains 177252 members
Entering Unmasked Estep
Score: -23758296.000000 Penalty: 6014.791992
Iteration 17Q: 3 clusters Score -2.37583e+07 nChanged 1176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6298 members
Mstep: Class 2 contains 178422 members
Entering Unmasked Estep
Score: -23758410.000000 Penalty: 6014.791992
Iteration 18Q: 3 clusters Score -2.375841e+07 nChanged 948
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5352 members
Mstep: Class 2 contains 179368 members
Entering Unmasked Estep
Score: -23758474.000000 Penalty: 6014.791992
Iteration 19Q: 3 clusters Score -2.375847e+07 nChanged 741
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4611 members
Mstep: Class 2 contains 180109 members
Entering Unmasked Estep
Score: -23758512.000000 Penalty: 6014.791992
Iteration 20F: 3 clusters Score -2.375851e+07 nChanged 586
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4025 members
Mstep: Class 2 contains 180695 members
Entering Unmasked Estep
Score: -23758570.000000 Penalty: 6014.791992
Iteration 21Q: 3 clusters Score -2.375857e+07 nChanged 454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3573 members
Mstep: Class 2 contains 181147 members
Entering Unmasked Estep
Score: -23758590.000000 Penalty: 6014.791992
Iteration 22Q: 3 clusters Score -2.375859e+07 nChanged 378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3205 members
Mstep: Class 2 contains 181515 members
Entering Unmasked Estep
Score: -23758612.000000 Penalty: 6014.791992
Iteration 23Q: 3 clusters Score -2.375861e+07 nChanged 319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2888 members
Mstep: Class 2 contains 181832 members
Entering Unmasked Estep
Score: -23758576.000000 Penalty: 6014.791992
Iteration 24Q: 3 clusters Score -2.375858e+07 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2642 members
Mstep: Class 2 contains 182078 members
Entering Unmasked Estep
Score: -23758536.000000 Penalty: 6014.791992
Iteration 25Q: 3 clusters Score -2.375854e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2453 members
Mstep: Class 2 contains 182267 members
Entering Unmasked Estep
Score: -23758496.000000 Penalty: 6014.791992
Iteration 26Q: 3 clusters Score -2.37585e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2293 members
Mstep: Class 2 contains 182427 members
Entering Unmasked Estep
Score: -23758468.000000 Penalty: 6014.791992
Iteration 27Q: 3 clusters Score -2.375847e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2160 members
Mstep: Class 2 contains 182560 members
Entering Unmasked Estep
Score: -23758450.000000 Penalty: 6014.791992
Iteration 28Q: 3 clusters Score -2.375845e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2068 members
Mstep: Class 2 contains 182652 members
Entering Unmasked Estep
Score: -23758438.000000 Penalty: 6014.791992
Iteration 29Q: 3 clusters Score -2.375844e+07 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1983 members
Mstep: Class 2 contains 182737 members
Entering Unmasked Estep
Score: -23758424.000000 Penalty: 6014.791992
Iteration 30Q: 3 clusters Score -2.375842e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1921 members
Mstep: Class 2 contains 182799 members
Entering Unmasked Estep
Score: -23758416.000000 Penalty: 6014.791992
Iteration 31Q: 3 clusters Score -2.375842e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1880 members
Mstep: Class 2 contains 182840 members
Entering Unmasked Estep
Score: -23758418.000000 Penalty: 6014.791992
Iteration 32Q: 3 clusters Score -2.375842e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1847 members
Mstep: Class 2 contains 182873 members
Entering Unmasked Estep
Score: -23758416.000000 Penalty: 6014.791992
Iteration 33Q: 3 clusters Score -2.375842e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1822 members
Mstep: Class 2 contains 182898 members
Entering Unmasked Estep
Score: -23758426.000000 Penalty: 6014.791992
Iteration 34Q: 3 clusters Score -2.375843e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1792 members
Mstep: Class 2 contains 182928 members
Entering Unmasked Estep
Score: -23758392.000000 Penalty: 6014.791992
Iteration 35Q: 3 clusters Score -2.375839e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1766 members
Mstep: Class 2 contains 182954 members
Entering Unmasked Estep
Score: -23758414.000000 Penalty: 6014.791992
Iteration 36Q: 3 clusters Score -2.375841e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1739 members
Mstep: Class 2 contains 182981 members
Entering Unmasked Estep
Score: -23758378.000000 Penalty: 6014.791992
Iteration 37Q: 3 clusters Score -2.375838e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1713 members
Mstep: Class 2 contains 183007 members
Entering Unmasked Estep
Score: -23758358.000000 Penalty: 6014.791992
Iteration 38Q: 3 clusters Score -2.375836e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1684 members
Mstep: Class 2 contains 183036 members
Entering Unmasked Estep
Score: -23758372.000000 Penalty: 6014.791992
Iteration 39Q: 3 clusters Score -2.375837e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1662 members
Mstep: Class 2 contains 183058 members
Entering Unmasked Estep
Score: -23758370.000000 Penalty: 6014.791992
Iteration 40F: 3 clusters Score -2.375837e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1644 members
Mstep: Class 2 contains 183076 members
Entering Unmasked Estep
Score: -23758352.000000 Penalty: 6014.791992
Iteration 41Q: 3 clusters Score -2.375835e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1632 members
Mstep: Class 2 contains 183088 members
Entering Unmasked Estep
Score: -23758362.000000 Penalty: 6014.791992
Iteration 42Q: 3 clusters Score -2.375836e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1626 members
Mstep: Class 2 contains 183094 members
Entering Unmasked Estep
Score: -23758368.000000 Penalty: 6014.791992
Iteration 43Q: 3 clusters Score -2.375837e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1624 members
Mstep: Class 2 contains 183096 members
Entering Unmasked Estep
Score: -23758372.000000 Penalty: 6014.791992
Iteration 44Q: 3 clusters Score -2.375837e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1623 members
Mstep: Class 2 contains 183097 members
Entering Unmasked Estep
Score: -23758368.000000 Penalty: 6014.791992
Iteration 45Q: 3 clusters Score -2.375837e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1621 members
Mstep: Class 2 contains 183099 members
Entering Unmasked Estep
Score: -23758370.000000 Penalty: 6014.791992
Iteration 46Q: 3 clusters Score -2.375837e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1620 members
Mstep: Class 2 contains 183100 members
Entering Unmasked Estep
Score: -23758376.000000 Penalty: 6014.791992
Iteration 47Q: 3 clusters Score -2.375838e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1620 members
Mstep: Class 2 contains 183100 members
Entering Unmasked Estep
Score: -23758376.000000 Penalty: 6014.791992
Iteration 48F: 3 clusters Score -2.375838e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 13 (18814 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18814 members
Entering Unmasked Estep
Score: -2425194.500000 Penalty: 2440.904541
Iteration 0F: 2 clusters Score -2425194 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9416 members
Mstep: Class 2 contains 9398 members
Entering Unmasked Estep
Score: -2411826.250000 Penalty: 4881.809082
Iteration 0F: 3 clusters Score -2411826 nChanged 8297
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9385 members
Mstep: Class 2 contains 9429 members
Entering Unmasked Estep
Score: -2416386.250000 Penalty: 4881.809082
Iteration 1F: 3 clusters Score -2416386 nChanged 1129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9338 members
Mstep: Class 2 contains 9476 members
Entering Unmasked Estep
Score: -2416890.750000 Penalty: 4881.809082
Iteration 2F: 3 clusters Score -2416891 nChanged 989
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9261 members
Mstep: Class 2 contains 9553 members
Entering Unmasked Estep
Score: -2417372.750000 Penalty: 4881.809082
Iteration 3F: 3 clusters Score -2417373 nChanged 905
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9230 members
Mstep: Class 2 contains 9584 members
Entering Unmasked Estep
Score: -2417891.000000 Penalty: 4881.809082
Iteration 4Q: 3 clusters Score -2417891 nChanged 926
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9244 members
Mstep: Class 2 contains 9570 members
Entering Unmasked Estep
Score: -2418394.000000 Penalty: 4881.809082
Iteration 5Q: 3 clusters Score -2418394 nChanged 921
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9379 members
Mstep: Class 2 contains 9435 members
Entering Unmasked Estep
Score: -2418907.500000 Penalty: 4881.809082
Iteration 6Q: 3 clusters Score -2418908 nChanged 916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9619 members
Mstep: Class 2 contains 9195 members
Entering Unmasked Estep
Score: -2419415.250000 Penalty: 4881.809082
Iteration 7Q: 3 clusters Score -2419415 nChanged 946
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9907 members
Mstep: Class 2 contains 8907 members
Entering Unmasked Estep
Score: -2420002.000000 Penalty: 4881.809082
Iteration 8F: 3 clusters Score -2420002 nChanged 956
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10237 members
Mstep: Class 2 contains 8577 members
Entering Unmasked Estep
Score: -2420653.500000 Penalty: 4881.809082
Iteration 9F: 3 clusters Score -2420654 nChanged 935
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10504 members
Mstep: Class 2 contains 8310 members
Entering Unmasked Estep
Score: -2421265.500000 Penalty: 4881.809082
Iteration 10Q: 3 clusters Score -2421266 nChanged 806
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10676 members
Mstep: Class 2 contains 8138 members
Entering Unmasked Estep
Score: -2421676.000000 Penalty: 4881.809082
Iteration 11Q: 3 clusters Score -2421676 nChanged 617
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10805 members
Mstep: Class 2 contains 8009 members
Entering Unmasked Estep
Score: -2421970.500000 Penalty: 4881.809082
Iteration 12Q: 3 clusters Score -2421970 nChanged 445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10888 members
Mstep: Class 2 contains 7926 members
Entering Unmasked Estep
Score: -2422129.500000 Penalty: 4881.809082
Iteration 13Q: 3 clusters Score -2422130 nChanged 363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10965 members
Mstep: Class 2 contains 7849 members
Entering Unmasked Estep
Score: -2422244.250000 Penalty: 4881.809082
Iteration 14Q: 3 clusters Score -2422244 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11023 members
Mstep: Class 2 contains 7791 members
Entering Unmasked Estep
Score: -2422330.250000 Penalty: 4881.809082
Iteration 15Q: 3 clusters Score -2422330 nChanged 249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11082 members
Mstep: Class 2 contains 7732 members
Entering Unmasked Estep
Score: -2422405.750000 Penalty: 4881.809082
Iteration 16Q: 3 clusters Score -2422406 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11115 members
Mstep: Class 2 contains 7699 members
Entering Unmasked Estep
Score: -2422446.750000 Penalty: 4881.809082
Iteration 17Q: 3 clusters Score -2422447 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11144 members
Mstep: Class 2 contains 7670 members
Entering Unmasked Estep
Score: -2422468.000000 Penalty: 4881.809082
Iteration 18Q: 3 clusters Score -2422468 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11163 members
Mstep: Class 2 contains 7651 members
Entering Unmasked Estep
Score: -2422486.500000 Penalty: 4881.809082
Iteration 19Q: 3 clusters Score -2422486 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11185 members
Mstep: Class 2 contains 7629 members
Entering Unmasked Estep
Score: -2422496.750000 Penalty: 4881.809082
Iteration 20F: 3 clusters Score -2422497 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11201 members
Mstep: Class 2 contains 7613 members
Entering Unmasked Estep
Score: -2422503.250000 Penalty: 4881.809082
Iteration 21Q: 3 clusters Score -2422503 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11198 members
Mstep: Class 2 contains 7616 members
Entering Unmasked Estep
Score: -2422505.250000 Penalty: 4881.809082
Iteration 22Q: 3 clusters Score -2422505 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11195 members
Mstep: Class 2 contains 7619 members
Entering Unmasked Estep
Score: -2422516.000000 Penalty: 4881.809082
Iteration 23Q: 3 clusters Score -2422516 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11199 members
Mstep: Class 2 contains 7615 members
Entering Unmasked Estep
Score: -2422520.000000 Penalty: 4881.809082
Iteration 24Q: 3 clusters Score -2422520 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11206 members
Mstep: Class 2 contains 7608 members
Entering Unmasked Estep
Score: -2422526.000000 Penalty: 4881.809082
Iteration 25Q: 3 clusters Score -2422526 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11213 members
Mstep: Class 2 contains 7601 members
Entering Unmasked Estep
Score: -2422527.500000 Penalty: 4881.809082
Iteration 26Q: 3 clusters Score -2422528 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11219 members
Mstep: Class 2 contains 7595 members
Entering Unmasked Estep
Score: -2422531.000000 Penalty: 4881.809082
Iteration 27Q: 3 clusters Score -2422531 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11226 members
Mstep: Class 2 contains 7588 members
Entering Unmasked Estep
Score: -2422530.500000 Penalty: 4881.809082
Iteration 28Q: 3 clusters Score -2422530 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11230 members
Mstep: Class 2 contains 7584 members
Entering Unmasked Estep
Score: -2422533.000000 Penalty: 4881.809082
Iteration 29Q: 3 clusters Score -2422533 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11231 members
Mstep: Class 2 contains 7583 members
Entering Unmasked Estep
Score: -2422536.500000 Penalty: 4881.809082
Iteration 30Q: 3 clusters Score -2422536 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11234 members
Mstep: Class 2 contains 7580 members
Entering Unmasked Estep
Score: -2422539.500000 Penalty: 4881.809082
Iteration 31Q: 3 clusters Score -2422540 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11235 members
Mstep: Class 2 contains 7579 members
Entering Unmasked Estep
Score: -2422548.500000 Penalty: 4881.809082
Iteration 32Q: 3 clusters Score -2422548 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11238 members
Mstep: Class 2 contains 7576 members
Entering Unmasked Estep
Score: -2422546.250000 Penalty: 4881.809082
Iteration 33Q: 3 clusters Score -2422546 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11237 members
Mstep: Class 2 contains 7577 members
Entering Unmasked Estep
Score: -2422539.750000 Penalty: 4881.809082
Iteration 34Q: 3 clusters Score -2422540 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11244 members
Mstep: Class 2 contains 7570 members
Entering Unmasked Estep
Score: -2422541.000000 Penalty: 4881.809082
Iteration 35Q: 3 clusters Score -2422541 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11248 members
Mstep: Class 2 contains 7566 members
Entering Unmasked Estep
Score: -2422547.000000 Penalty: 4881.809082
Iteration 36Q: 3 clusters Score -2422547 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11252 members
Mstep: Class 2 contains 7562 members
Entering Unmasked Estep
Score: -2422546.750000 Penalty: 4881.809082
Iteration 37Q: 3 clusters Score -2422547 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11252 members
Mstep: Class 2 contains 7562 members
Entering Unmasked Estep
Score: -2422547.000000 Penalty: 4881.809082
Iteration 38Q: 3 clusters Score -2422547 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11255 members
Mstep: Class 2 contains 7559 members
Entering Unmasked Estep
Score: -2422546.500000 Penalty: 4881.809082
Iteration 39Q: 3 clusters Score -2422546 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11255 members
Mstep: Class 2 contains 7559 members
Entering Unmasked Estep
Score: -2422547.500000 Penalty: 4881.809082
Iteration 40F: 3 clusters Score -2422548 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11255 members
Mstep: Class 2 contains 7559 members
Entering Unmasked Estep
Score: -2422549.750000 Penalty: 4881.809082
Iteration 41Q: 3 clusters Score -2422550 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11257 members
Mstep: Class 2 contains 7557 members
Entering Unmasked Estep
Score: -2422550.000000 Penalty: 4881.809082
Iteration 42Q: 3 clusters Score -2422550 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11262 members
Mstep: Class 2 contains 7552 members
Entering Unmasked Estep
Score: -2422546.500000 Penalty: 4881.809082
Iteration 43Q: 3 clusters Score -2422546 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11266 members
Mstep: Class 2 contains 7548 members
Entering Unmasked Estep
Score: -2422544.750000 Penalty: 4881.809082
Iteration 44Q: 3 clusters Score -2422545 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11266 members
Mstep: Class 2 contains 7548 members
Entering Unmasked Estep
Score: -2422546.250000 Penalty: 4881.809082
Iteration 45Q: 3 clusters Score -2422546 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11267 members
Mstep: Class 2 contains 7547 members
Entering Unmasked Estep
Score: -2422539.000000 Penalty: 4881.809082
Iteration 46Q: 3 clusters Score -2422539 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11269 members
Mstep: Class 2 contains 7545 members
Entering Unmasked Estep
Score: -2422550.250000 Penalty: 4881.809082
Iteration 47Q: 3 clusters Score -2422550 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11275 members
Mstep: Class 2 contains 7539 members
Entering Unmasked Estep
Score: -2422548.500000 Penalty: 4881.809082
Iteration 48Q: 3 clusters Score -2422548 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11276 members
Mstep: Class 2 contains 7538 members
Entering Unmasked Estep
Score: -2422548.750000 Penalty: 4881.809082
Iteration 49Q: 3 clusters Score -2422549 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11280 members
Mstep: Class 2 contains 7534 members
Entering Unmasked Estep
Score: -2422549.000000 Penalty: 4881.809082
Iteration 50Q: 3 clusters Score -2422549 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11284 members
Mstep: Class 2 contains 7530 members
Entering Unmasked Estep
Score: -2422545.750000 Penalty: 4881.809082
Iteration 51Q: 3 clusters Score -2422546 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11283 members
Mstep: Class 2 contains 7531 members
Entering Unmasked Estep
Score: -2422545.500000 Penalty: 4881.809082
Iteration 52Q: 3 clusters Score -2422546 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11284 members
Mstep: Class 2 contains 7530 members
Entering Unmasked Estep
Score: -2422547.250000 Penalty: 4881.809082
Iteration 53Q: 3 clusters Score -2422547 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11287 members
Mstep: Class 2 contains 7527 members
Entering Unmasked Estep
Score: -2422546.750000 Penalty: 4881.809082
Iteration 54Q: 3 clusters Score -2422547 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11288 members
Mstep: Class 2 contains 7526 members
Entering Unmasked Estep
Score: -2422546.000000 Penalty: 4881.809082
Iteration 55Q: 3 clusters Score -2422546 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11289 members
Mstep: Class 2 contains 7525 members
Entering Unmasked Estep
Score: -2422550.000000 Penalty: 4881.809082
Iteration 56Q: 3 clusters Score -2422550 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11288 members
Mstep: Class 2 contains 7526 members
Entering Unmasked Estep
Score: -2422548.750000 Penalty: 4881.809082
Iteration 57Q: 3 clusters Score -2422549 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11288 members
Mstep: Class 2 contains 7526 members
Entering Unmasked Estep
Score: -2422546.500000 Penalty: 4881.809082
Iteration 58Q: 3 clusters Score -2422546 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11288 members
Mstep: Class 2 contains 7526 members
Entering Unmasked Estep
Score: -2422547.250000 Penalty: 4881.809082
Iteration 59Q: 3 clusters Score -2422547 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11286 members
Mstep: Class 2 contains 7528 members
Entering Unmasked Estep
Score: -2422550.750000 Penalty: 4881.809082
Iteration 60F: 3 clusters Score -2422551 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11284 members
Mstep: Class 2 contains 7530 members
Entering Unmasked Estep
Score: -2422552.250000 Penalty: 4881.809082
Iteration 61Q: 3 clusters Score -2422552 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11286 members
Mstep: Class 2 contains 7528 members
Entering Unmasked Estep
Score: -2422549.500000 Penalty: 4881.809082
Iteration 62Q: 3 clusters Score -2422550 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11291 members
Mstep: Class 2 contains 7523 members
Entering Unmasked Estep
Score: -2422548.250000 Penalty: 4881.809082
Iteration 63Q: 3 clusters Score -2422548 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11294 members
Mstep: Class 2 contains 7520 members
Entering Unmasked Estep
Score: -2422548.000000 Penalty: 4881.809082
Iteration 64Q: 3 clusters Score -2422548 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11296 members
Mstep: Class 2 contains 7518 members
Entering Unmasked Estep
Score: -2422550.500000 Penalty: 4881.809082
Iteration 65Q: 3 clusters Score -2422550 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11297 members
Mstep: Class 2 contains 7517 members
Entering Unmasked Estep
Score: -2422548.250000 Penalty: 4881.809082
Iteration 66Q: 3 clusters Score -2422548 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11299 members
Mstep: Class 2 contains 7515 members
Entering Unmasked Estep
Score: -2422549.000000 Penalty: 4881.809082
Iteration 67Q: 3 clusters Score -2422549 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11300 members
Mstep: Class 2 contains 7514 members
Entering Unmasked Estep
Score: -2422550.500000 Penalty: 4881.809082
Iteration 68Q: 3 clusters Score -2422550 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11300 members
Mstep: Class 2 contains 7514 members
Entering Unmasked Estep
Score: -2422550.500000 Penalty: 4881.809082
Iteration 69F: 3 clusters Score -2422550 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (194142 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 194142 members
Entering Unmasked Estep
Score: -24907800.000000 Penalty: 3019.733643
Iteration 0F: 2 clusters Score -2.49078e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97068 members
Mstep: Class 2 contains 97074 members
Entering Unmasked Estep
Score: -24783938.000000 Penalty: 6039.467285
Iteration 0F: 3 clusters Score -2.478394e+07 nChanged 92841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96741 members
Mstep: Class 2 contains 97401 members
Entering Unmasked Estep
Score: -24838032.000000 Penalty: 6039.467285
Iteration 1F: 3 clusters Score -2.483803e+07 nChanged 4933
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96180 members
Mstep: Class 2 contains 97962 members
Entering Unmasked Estep
Score: -24839000.000000 Penalty: 6039.467285
Iteration 2Q: 3 clusters Score -2.4839e+07 nChanged 5021
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95343 members
Mstep: Class 2 contains 98799 members
Entering Unmasked Estep
Score: -24840002.000000 Penalty: 6039.467285
Iteration 3Q: 3 clusters Score -2.484e+07 nChanged 5149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94060 members
Mstep: Class 2 contains 100082 members
Entering Unmasked Estep
Score: -24841070.000000 Penalty: 6039.467285
Iteration 4Q: 3 clusters Score -2.484107e+07 nChanged 5544
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92148 members
Mstep: Class 2 contains 101994 members
Entering Unmasked Estep
Score: -24842302.000000 Penalty: 6039.467285
Iteration 5Q: 3 clusters Score -2.48423e+07 nChanged 6253
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89549 members
Mstep: Class 2 contains 104593 members
Entering Unmasked Estep
Score: -24844144.000000 Penalty: 6039.467285
Iteration 6Q: 3 clusters Score -2.484414e+07 nChanged 7189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 85888 members
Mstep: Class 2 contains 108254 members
Entering Unmasked Estep
Score: -24847128.000000 Penalty: 6039.467285
Iteration 7Q: 3 clusters Score -2.484713e+07 nChanged 8541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80993 members
Mstep: Class 2 contains 113149 members
Entering Unmasked Estep
Score: -24851850.000000 Penalty: 6039.467285
Iteration 8Q: 3 clusters Score -2.485185e+07 nChanged 10240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74857 members
Mstep: Class 2 contains 119285 members
Entering Unmasked Estep
Score: -24859424.000000 Penalty: 6039.467285
Iteration 9F: 3 clusters Score -2.485942e+07 nChanged 11775
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68158 members
Mstep: Class 2 contains 125984 members
Entering Unmasked Estep
Score: -24869324.000000 Penalty: 6039.467285
Iteration 10F: 3 clusters Score -2.486932e+07 nChanged 11864
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62498 members
Mstep: Class 2 contains 131644 members
Entering Unmasked Estep
Score: -24879454.000000 Penalty: 6039.467285
Iteration 11F: 3 clusters Score -2.487945e+07 nChanged 10149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58405 members
Mstep: Class 2 contains 135737 members
Entering Unmasked Estep
Score: -24885788.000000 Penalty: 6039.467285
Iteration 12F: 3 clusters Score -2.488579e+07 nChanged 6959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55196 members
Mstep: Class 2 contains 138946 members
Entering Unmasked Estep
Score: -24888722.000000 Penalty: 6039.467285
Iteration 13Q: 3 clusters Score -2.488872e+07 nChanged 4468
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52274 members
Mstep: Class 2 contains 141868 members
Entering Unmasked Estep
Score: -24890150.000000 Penalty: 6039.467285
Iteration 14Q: 3 clusters Score -2.489015e+07 nChanged 3410
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49392 members
Mstep: Class 2 contains 144750 members
Entering Unmasked Estep
Score: -24891462.000000 Penalty: 6039.467285
Iteration 15Q: 3 clusters Score -2.489146e+07 nChanged 2998
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46594 members
Mstep: Class 2 contains 147548 members
Entering Unmasked Estep
Score: -24892422.000000 Penalty: 6039.467285
Iteration 16Q: 3 clusters Score -2.489242e+07 nChanged 2966
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43744 members
Mstep: Class 2 contains 150398 members
Entering Unmasked Estep
Score: -24893466.000000 Penalty: 6039.467285
Iteration 17Q: 3 clusters Score -2.489347e+07 nChanged 2811
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41055 members
Mstep: Class 2 contains 153087 members
Entering Unmasked Estep
Score: -24894584.000000 Penalty: 6039.467285
Iteration 18Q: 3 clusters Score -2.489458e+07 nChanged 2738
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38427 members
Mstep: Class 2 contains 155715 members
Entering Unmasked Estep
Score: -24895708.000000 Penalty: 6039.467285
Iteration 19Q: 3 clusters Score -2.489571e+07 nChanged 2546
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36021 members
Mstep: Class 2 contains 158121 members
Entering Unmasked Estep
Score: -24896388.000000 Penalty: 6039.467285
Iteration 20F: 3 clusters Score -2.489639e+07 nChanged 2298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33835 members
Mstep: Class 2 contains 160307 members
Entering Unmasked Estep
Score: -24897206.000000 Penalty: 6039.467285
Iteration 21Q: 3 clusters Score -2.489721e+07 nChanged 2110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31859 members
Mstep: Class 2 contains 162283 members
Entering Unmasked Estep
Score: -24897764.000000 Penalty: 6039.467285
Iteration 22Q: 3 clusters Score -2.489776e+07 nChanged 1954
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30047 members
Mstep: Class 2 contains 164095 members
Entering Unmasked Estep
Score: -24898418.000000 Penalty: 6039.467285
Iteration 23Q: 3 clusters Score -2.489842e+07 nChanged 1824
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28369 members
Mstep: Class 2 contains 165773 members
Entering Unmasked Estep
Score: -24898874.000000 Penalty: 6039.467285
Iteration 24Q: 3 clusters Score -2.489887e+07 nChanged 1628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26885 members
Mstep: Class 2 contains 167257 members
Entering Unmasked Estep
Score: -24899446.000000 Penalty: 6039.467285
Iteration 25Q: 3 clusters Score -2.489945e+07 nChanged 1554
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25509 members
Mstep: Class 2 contains 168633 members
Entering Unmasked Estep
Score: -24899746.000000 Penalty: 6039.467285
Iteration 26Q: 3 clusters Score -2.489975e+07 nChanged 1423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24254 members
Mstep: Class 2 contains 169888 members
Entering Unmasked Estep
Score: -24900130.000000 Penalty: 6039.467285
Iteration 27Q: 3 clusters Score -2.490013e+07 nChanged 1282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23134 members
Mstep: Class 2 contains 171008 members
Entering Unmasked Estep
Score: -24900488.000000 Penalty: 6039.467285
Iteration 28Q: 3 clusters Score -2.490049e+07 nChanged 1210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22106 members
Mstep: Class 2 contains 172036 members
Entering Unmasked Estep
Score: -24900736.000000 Penalty: 6039.467285
Iteration 29Q: 3 clusters Score -2.490074e+07 nChanged 1139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21179 members
Mstep: Class 2 contains 172963 members
Entering Unmasked Estep
Score: -24901100.000000 Penalty: 6039.467285
Iteration 30Q: 3 clusters Score -2.49011e+07 nChanged 1004
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20359 members
Mstep: Class 2 contains 173783 members
Entering Unmasked Estep
Score: -24901342.000000 Penalty: 6039.467285
Iteration 31Q: 3 clusters Score -2.490134e+07 nChanged 937
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19564 members
Mstep: Class 2 contains 174578 members
Entering Unmasked Estep
Score: -24901488.000000 Penalty: 6039.467285
Iteration 32Q: 3 clusters Score -2.490149e+07 nChanged 925
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18799 members
Mstep: Class 2 contains 175343 members
Entering Unmasked Estep
Score: -24901786.000000 Penalty: 6039.467285
Iteration 33Q: 3 clusters Score -2.490179e+07 nChanged 885
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18100 members
Mstep: Class 2 contains 176042 members
Entering Unmasked Estep
Score: -24902060.000000 Penalty: 6039.467285
Iteration 34Q: 3 clusters Score -2.490206e+07 nChanged 852
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17436 members
Mstep: Class 2 contains 176706 members
Entering Unmasked Estep
Score: -24902298.000000 Penalty: 6039.467285
Iteration 35Q: 3 clusters Score -2.49023e+07 nChanged 791
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16803 members
Mstep: Class 2 contains 177339 members
Entering Unmasked Estep
Score: -24902404.000000 Penalty: 6039.467285
Iteration 36Q: 3 clusters Score -2.49024e+07 nChanged 799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16184 members
Mstep: Class 2 contains 177958 members
Entering Unmasked Estep
Score: -24902678.000000 Penalty: 6039.467285
Iteration 37Q: 3 clusters Score -2.490268e+07 nChanged 783
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15575 members
Mstep: Class 2 contains 178567 members
Entering Unmasked Estep
Score: -24902834.000000 Penalty: 6039.467285
Iteration 38Q: 3 clusters Score -2.490283e+07 nChanged 707
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15042 members
Mstep: Class 2 contains 179100 members
Entering Unmasked Estep
Score: -24903082.000000 Penalty: 6039.467285
Iteration 39Q: 3 clusters Score -2.490308e+07 nChanged 658
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14554 members
Mstep: Class 2 contains 179588 members
Entering Unmasked Estep
Score: -24903154.000000 Penalty: 6039.467285
Iteration 40F: 3 clusters Score -2.490315e+07 nChanged 614
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14110 members
Mstep: Class 2 contains 180032 members
Entering Unmasked Estep
Score: -24903324.000000 Penalty: 6039.467285
Iteration 41Q: 3 clusters Score -2.490332e+07 nChanged 583
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13691 members
Mstep: Class 2 contains 180451 members
Entering Unmasked Estep
Score: -24903380.000000 Penalty: 6039.467285
Iteration 42Q: 3 clusters Score -2.490338e+07 nChanged 524
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13303 members
Mstep: Class 2 contains 180839 members
Entering Unmasked Estep
Score: -24903466.000000 Penalty: 6039.467285
Iteration 43Q: 3 clusters Score -2.490347e+07 nChanged 513
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12952 members
Mstep: Class 2 contains 181190 members
Entering Unmasked Estep
Score: -24903558.000000 Penalty: 6039.467285
Iteration 44Q: 3 clusters Score -2.490356e+07 nChanged 480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12622 members
Mstep: Class 2 contains 181520 members
Entering Unmasked Estep
Score: -24903718.000000 Penalty: 6039.467285
Iteration 45Q: 3 clusters Score -2.490372e+07 nChanged 452
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12330 members
Mstep: Class 2 contains 181812 members
Entering Unmasked Estep
Score: -24903790.000000 Penalty: 6039.467285
Iteration 46Q: 3 clusters Score -2.490379e+07 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12076 members
Mstep: Class 2 contains 182066 members
Entering Unmasked Estep
Score: -24903882.000000 Penalty: 6039.467285
Iteration 47Q: 3 clusters Score -2.490388e+07 nChanged 430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11786 members
Mstep: Class 2 contains 182356 members
Entering Unmasked Estep
Score: -24903942.000000 Penalty: 6039.467285
Iteration 48Q: 3 clusters Score -2.490394e+07 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11515 members
Mstep: Class 2 contains 182627 members
Entering Unmasked Estep
Score: -24904036.000000 Penalty: 6039.467285
Iteration 49Q: 3 clusters Score -2.490404e+07 nChanged 370
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11287 members
Mstep: Class 2 contains 182855 members
Entering Unmasked Estep
Score: -24904042.000000 Penalty: 6039.467285
Iteration 50Q: 3 clusters Score -2.490404e+07 nChanged 348
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11079 members
Mstep: Class 2 contains 183063 members
Entering Unmasked Estep
Score: -24904164.000000 Penalty: 6039.467285
Iteration 51Q: 3 clusters Score -2.490416e+07 nChanged 344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10891 members
Mstep: Class 2 contains 183251 members
Entering Unmasked Estep
Score: -24904212.000000 Penalty: 6039.467285
Iteration 52Q: 3 clusters Score -2.490421e+07 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10700 members
Mstep: Class 2 contains 183442 members
Entering Unmasked Estep
Score: -24904344.000000 Penalty: 6039.467285
Iteration 53Q: 3 clusters Score -2.490434e+07 nChanged 324
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10498 members
Mstep: Class 2 contains 183644 members
Entering Unmasked Estep
Score: -24904446.000000 Penalty: 6039.467285
Iteration 54Q: 3 clusters Score -2.490445e+07 nChanged 280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10346 members
Mstep: Class 2 contains 183796 members
Entering Unmasked Estep
Score: -24904496.000000 Penalty: 6039.467285
Iteration 55Q: 3 clusters Score -2.49045e+07 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10197 members
Mstep: Class 2 contains 183945 members
Entering Unmasked Estep
Score: -24904508.000000 Penalty: 6039.467285
Iteration 56Q: 3 clusters Score -2.490451e+07 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10101 members
Mstep: Class 2 contains 184041 members
Entering Unmasked Estep
Score: -24904518.000000 Penalty: 6039.467285
Iteration 57Q: 3 clusters Score -2.490452e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9985 members
Mstep: Class 2 contains 184157 members
Entering Unmasked Estep
Score: -24904534.000000 Penalty: 6039.467285
Iteration 58Q: 3 clusters Score -2.490453e+07 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9875 members
Mstep: Class 2 contains 184267 members
Entering Unmasked Estep
Score: -24904592.000000 Penalty: 6039.467285
Iteration 59Q: 3 clusters Score -2.490459e+07 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9774 members
Mstep: Class 2 contains 184368 members
Entering Unmasked Estep
Score: -24904666.000000 Penalty: 6039.467285
Iteration 60F: 3 clusters Score -2.490467e+07 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9691 members
Mstep: Class 2 contains 184451 members
Entering Unmasked Estep
Score: -24904728.000000 Penalty: 6039.467285
Iteration 61Q: 3 clusters Score -2.490473e+07 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9608 members
Mstep: Class 2 contains 184534 members
Entering Unmasked Estep
Score: -24904688.000000 Penalty: 6039.467285
Iteration 62Q: 3 clusters Score -2.490469e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9522 members
Mstep: Class 2 contains 184620 members
Entering Unmasked Estep
Score: -24904752.000000 Penalty: 6039.467285
Iteration 63Q: 3 clusters Score -2.490475e+07 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9441 members
Mstep: Class 2 contains 184701 members
Entering Unmasked Estep
Score: -24904726.000000 Penalty: 6039.467285
Iteration 64Q: 3 clusters Score -2.490473e+07 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9363 members
Mstep: Class 2 contains 184779 members
Entering Unmasked Estep
Score: -24904752.000000 Penalty: 6039.467285
Iteration 65Q: 3 clusters Score -2.490475e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9292 members
Mstep: Class 2 contains 184850 members
Entering Unmasked Estep
Score: -24904822.000000 Penalty: 6039.467285
Iteration 66Q: 3 clusters Score -2.490482e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9222 members
Mstep: Class 2 contains 184920 members
Entering Unmasked Estep
Score: -24904842.000000 Penalty: 6039.467285
Iteration 67Q: 3 clusters Score -2.490484e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9128 members
Mstep: Class 2 contains 185014 members
Entering Unmasked Estep
Score: -24904842.000000 Penalty: 6039.467285
Iteration 68Q: 3 clusters Score -2.490484e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9026 members
Mstep: Class 2 contains 185116 members
Entering Unmasked Estep
Score: -24904920.000000 Penalty: 6039.467285
Iteration 69Q: 3 clusters Score -2.490492e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8928 members
Mstep: Class 2 contains 185214 members
Entering Unmasked Estep
Score: -24904930.000000 Penalty: 6039.467285
Iteration 70Q: 3 clusters Score -2.490493e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8841 members
Mstep: Class 2 contains 185301 members
Entering Unmasked Estep
Score: -24904968.000000 Penalty: 6039.467285
Iteration 71Q: 3 clusters Score -2.490497e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8768 members
Mstep: Class 2 contains 185374 members
Entering Unmasked Estep
Score: -24904996.000000 Penalty: 6039.467285
Iteration 72Q: 3 clusters Score -2.4905e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8682 members
Mstep: Class 2 contains 185460 members
Entering Unmasked Estep
Score: -24905020.000000 Penalty: 6039.467285
Iteration 73Q: 3 clusters Score -2.490502e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8609 members
Mstep: Class 2 contains 185533 members
Entering Unmasked Estep
Score: -24905014.000000 Penalty: 6039.467285
Iteration 74Q: 3 clusters Score -2.490501e+07 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8509 members
Mstep: Class 2 contains 185633 members
Entering Unmasked Estep
Score: -24905050.000000 Penalty: 6039.467285
Iteration 75Q: 3 clusters Score -2.490505e+07 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8417 members
Mstep: Class 2 contains 185725 members
Entering Unmasked Estep
Score: -24905068.000000 Penalty: 6039.467285
Iteration 76Q: 3 clusters Score -2.490507e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8329 members
Mstep: Class 2 contains 185813 members
Entering Unmasked Estep
Score: -24905112.000000 Penalty: 6039.467285
Iteration 77Q: 3 clusters Score -2.490511e+07 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8252 members
Mstep: Class 2 contains 185890 members
Entering Unmasked Estep
Score: -24905168.000000 Penalty: 6039.467285
Iteration 78Q: 3 clusters Score -2.490517e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8199 members
Mstep: Class 2 contains 185943 members
Entering Unmasked Estep
Score: -24905192.000000 Penalty: 6039.467285
Iteration 79Q: 3 clusters Score -2.490519e+07 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8151 members
Mstep: Class 2 contains 185991 members
Entering Unmasked Estep
Score: -24905232.000000 Penalty: 6039.467285
Iteration 80F: 3 clusters Score -2.490523e+07 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8077 members
Mstep: Class 2 contains 186065 members
Entering Unmasked Estep
Score: -24905234.000000 Penalty: 6039.467285
Iteration 81Q: 3 clusters Score -2.490523e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8006 members
Mstep: Class 2 contains 186136 members
Entering Unmasked Estep
Score: -24905242.000000 Penalty: 6039.467285
Iteration 82Q: 3 clusters Score -2.490524e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7933 members
Mstep: Class 2 contains 186209 members
Entering Unmasked Estep
Score: -24905310.000000 Penalty: 6039.467285
Iteration 83Q: 3 clusters Score -2.490531e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7873 members
Mstep: Class 2 contains 186269 members
Entering Unmasked Estep
Score: -24905320.000000 Penalty: 6039.467285
Iteration 84Q: 3 clusters Score -2.490532e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7806 members
Mstep: Class 2 contains 186336 members
Entering Unmasked Estep
Score: -24905360.000000 Penalty: 6039.467285
Iteration 85Q: 3 clusters Score -2.490536e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7754 members
Mstep: Class 2 contains 186388 members
Entering Unmasked Estep
Score: -24905404.000000 Penalty: 6039.467285
Iteration 86Q: 3 clusters Score -2.49054e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7712 members
Mstep: Class 2 contains 186430 members
Entering Unmasked Estep
Score: -24905400.000000 Penalty: 6039.467285
Iteration 87Q: 3 clusters Score -2.49054e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7672 members
Mstep: Class 2 contains 186470 members
Entering Unmasked Estep
Score: -24905398.000000 Penalty: 6039.467285
Iteration 88Q: 3 clusters Score -2.49054e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7629 members
Mstep: Class 2 contains 186513 members
Entering Unmasked Estep
Score: -24905386.000000 Penalty: 6039.467285
Iteration 89Q: 3 clusters Score -2.490539e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7600 members
Mstep: Class 2 contains 186542 members
Entering Unmasked Estep
Score: -24905412.000000 Penalty: 6039.467285
Iteration 90Q: 3 clusters Score -2.490541e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7555 members
Mstep: Class 2 contains 186587 members
Entering Unmasked Estep
Score: -24905368.000000 Penalty: 6039.467285
Iteration 91Q: 3 clusters Score -2.490537e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7522 members
Mstep: Class 2 contains 186620 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 92Q: 3 clusters Score -2.49054e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7490 members
Mstep: Class 2 contains 186652 members
Entering Unmasked Estep
Score: -24905392.000000 Penalty: 6039.467285
Iteration 93Q: 3 clusters Score -2.490539e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7457 members
Mstep: Class 2 contains 186685 members
Entering Unmasked Estep
Score: -24905408.000000 Penalty: 6039.467285
Iteration 94Q: 3 clusters Score -2.490541e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7422 members
Mstep: Class 2 contains 186720 members
Entering Unmasked Estep
Score: -24905386.000000 Penalty: 6039.467285
Iteration 95Q: 3 clusters Score -2.490539e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7388 members
Mstep: Class 2 contains 186754 members
Entering Unmasked Estep
Score: -24905382.000000 Penalty: 6039.467285
Iteration 96Q: 3 clusters Score -2.490538e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7358 members
Mstep: Class 2 contains 186784 members
Entering Unmasked Estep
Score: -24905362.000000 Penalty: 6039.467285
Iteration 97Q: 3 clusters Score -2.490536e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7332 members
Mstep: Class 2 contains 186810 members
Entering Unmasked Estep
Score: -24905370.000000 Penalty: 6039.467285
Iteration 98Q: 3 clusters Score -2.490537e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7302 members
Mstep: Class 2 contains 186840 members
Entering Unmasked Estep
Score: -24905382.000000 Penalty: 6039.467285
Iteration 99Q: 3 clusters Score -2.490538e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7279 members
Mstep: Class 2 contains 186863 members
Entering Unmasked Estep
Score: -24905384.000000 Penalty: 6039.467285
Iteration 100F: 3 clusters Score -2.490538e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7256 members
Mstep: Class 2 contains 186886 members
Entering Unmasked Estep
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Iteration 101Q: 3 clusters Score -2.490538e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7226 members
Mstep: Class 2 contains 186916 members
Entering Unmasked Estep
Score: -24905392.000000 Penalty: 6039.467285
Iteration 102Q: 3 clusters Score -2.490539e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7197 members
Mstep: Class 2 contains 186945 members
Entering Unmasked Estep
Score: -24905400.000000 Penalty: 6039.467285
Iteration 103Q: 3 clusters Score -2.49054e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7160 members
Mstep: Class 2 contains 186982 members
Entering Unmasked Estep
Score: -24905374.000000 Penalty: 6039.467285
Iteration 104Q: 3 clusters Score -2.490537e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7128 members
Mstep: Class 2 contains 187014 members
Entering Unmasked Estep
Score: -24905408.000000 Penalty: 6039.467285
Iteration 105Q: 3 clusters Score -2.490541e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7103 members
Mstep: Class 2 contains 187039 members
Entering Unmasked Estep
Score: -24905404.000000 Penalty: 6039.467285
Iteration 106Q: 3 clusters Score -2.49054e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7086 members
Mstep: Class 2 contains 187056 members
Entering Unmasked Estep
Score: -24905404.000000 Penalty: 6039.467285
Iteration 107Q: 3 clusters Score -2.49054e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7071 members
Mstep: Class 2 contains 187071 members
Entering Unmasked Estep
Score: -24905418.000000 Penalty: 6039.467285
Iteration 108Q: 3 clusters Score -2.490542e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7062 members
Mstep: Class 2 contains 187080 members
Entering Unmasked Estep
Score: -24905412.000000 Penalty: 6039.467285
Iteration 109Q: 3 clusters Score -2.490541e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7055 members
Mstep: Class 2 contains 187087 members
Entering Unmasked Estep
Score: -24905404.000000 Penalty: 6039.467285
Iteration 110Q: 3 clusters Score -2.49054e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7044 members
Mstep: Class 2 contains 187098 members
Entering Unmasked Estep
Score: -24905402.000000 Penalty: 6039.467285
Iteration 111Q: 3 clusters Score -2.49054e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7022 members
Mstep: Class 2 contains 187120 members
Entering Unmasked Estep
Score: -24905394.000000 Penalty: 6039.467285
Iteration 112Q: 3 clusters Score -2.490539e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7004 members
Mstep: Class 2 contains 187138 members
Entering Unmasked Estep
Score: -24905372.000000 Penalty: 6039.467285
Iteration 113Q: 3 clusters Score -2.490537e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6984 members
Mstep: Class 2 contains 187158 members
Entering Unmasked Estep
Score: -24905364.000000 Penalty: 6039.467285
Iteration 114Q: 3 clusters Score -2.490536e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6963 members
Mstep: Class 2 contains 187179 members
Entering Unmasked Estep
Score: -24905358.000000 Penalty: 6039.467285
Iteration 115Q: 3 clusters Score -2.490536e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6953 members
Mstep: Class 2 contains 187189 members
Entering Unmasked Estep
Score: -24905358.000000 Penalty: 6039.467285
Iteration 116Q: 3 clusters Score -2.490536e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6945 members
Mstep: Class 2 contains 187197 members
Entering Unmasked Estep
Score: -24905360.000000 Penalty: 6039.467285
Iteration 117Q: 3 clusters Score -2.490536e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6938 members
Mstep: Class 2 contains 187204 members
Entering Unmasked Estep
Score: -24905378.000000 Penalty: 6039.467285
Iteration 118Q: 3 clusters Score -2.490538e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6931 members
Mstep: Class 2 contains 187211 members
Entering Unmasked Estep
Score: -24905366.000000 Penalty: 6039.467285
Iteration 119Q: 3 clusters Score -2.490537e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6923 members
Mstep: Class 2 contains 187219 members
Entering Unmasked Estep
Score: -24905364.000000 Penalty: 6039.467285
Iteration 120F: 3 clusters Score -2.490536e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6917 members
Mstep: Class 2 contains 187225 members
Entering Unmasked Estep
Score: -24905364.000000 Penalty: 6039.467285
Iteration 121Q: 3 clusters Score -2.490536e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6917 members
Mstep: Class 2 contains 187225 members
Entering Unmasked Estep
Score: -24905374.000000 Penalty: 6039.467285
Iteration 122Q: 3 clusters Score -2.490537e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6912 members
Mstep: Class 2 contains 187230 members
Entering Unmasked Estep
Score: -24905384.000000 Penalty: 6039.467285
Iteration 123Q: 3 clusters Score -2.490538e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6909 members
Mstep: Class 2 contains 187233 members
Entering Unmasked Estep
Score: -24905380.000000 Penalty: 6039.467285
Iteration 124Q: 3 clusters Score -2.490538e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6906 members
Mstep: Class 2 contains 187236 members
Entering Unmasked Estep
Score: -24905370.000000 Penalty: 6039.467285
Iteration 125Q: 3 clusters Score -2.490537e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6901 members
Mstep: Class 2 contains 187241 members
Entering Unmasked Estep
Score: -24905374.000000 Penalty: 6039.467285
Iteration 126Q: 3 clusters Score -2.490537e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6900 members
Mstep: Class 2 contains 187242 members
Entering Unmasked Estep
Score: -24905384.000000 Penalty: 6039.467285
Iteration 127Q: 3 clusters Score -2.490538e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6897 members
Mstep: Class 2 contains 187245 members
Entering Unmasked Estep
Score: -24905390.000000 Penalty: 6039.467285
Iteration 128Q: 3 clusters Score -2.490539e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6896 members
Mstep: Class 2 contains 187246 members
Entering Unmasked Estep
Score: -24905394.000000 Penalty: 6039.467285
Iteration 129Q: 3 clusters Score -2.490539e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6894 members
Mstep: Class 2 contains 187248 members
Entering Unmasked Estep
Score: -24905390.000000 Penalty: 6039.467285
Iteration 130Q: 3 clusters Score -2.490539e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6889 members
Mstep: Class 2 contains 187253 members
Entering Unmasked Estep
Score: -24905388.000000 Penalty: 6039.467285
Iteration 131Q: 3 clusters Score -2.490539e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6888 members
Mstep: Class 2 contains 187254 members
Entering Unmasked Estep
Score: -24905384.000000 Penalty: 6039.467285
Iteration 132Q: 3 clusters Score -2.490538e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6886 members
Mstep: Class 2 contains 187256 members
Entering Unmasked Estep
Score: -24905388.000000 Penalty: 6039.467285
Iteration 133Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6886 members
Mstep: Class 2 contains 187256 members
Entering Unmasked Estep
Score: -24905390.000000 Penalty: 6039.467285
Iteration 134Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6884 members
Mstep: Class 2 contains 187258 members
Entering Unmasked Estep
Score: -24905388.000000 Penalty: 6039.467285
Iteration 135Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6880 members
Mstep: Class 2 contains 187262 members
Entering Unmasked Estep
Score: -24905408.000000 Penalty: 6039.467285
Iteration 136Q: 3 clusters Score -2.490541e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6875 members
Mstep: Class 2 contains 187267 members
Entering Unmasked Estep
Score: -24905420.000000 Penalty: 6039.467285
Iteration 137Q: 3 clusters Score -2.490542e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6870 members
Mstep: Class 2 contains 187272 members
Entering Unmasked Estep
Score: -24905414.000000 Penalty: 6039.467285
Iteration 138Q: 3 clusters Score -2.490541e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6865 members
Mstep: Class 2 contains 187277 members
Entering Unmasked Estep
Score: -24905424.000000 Penalty: 6039.467285
Iteration 139Q: 3 clusters Score -2.490542e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6860 members
Mstep: Class 2 contains 187282 members
Entering Unmasked Estep
Score: -24905390.000000 Penalty: 6039.467285
Iteration 140F: 3 clusters Score -2.490539e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6849 members
Mstep: Class 2 contains 187293 members
Entering Unmasked Estep
Score: -24905410.000000 Penalty: 6039.467285
Iteration 141Q: 3 clusters Score -2.490541e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6836 members
Mstep: Class 2 contains 187306 members
Entering Unmasked Estep
Score: -24905398.000000 Penalty: 6039.467285
Iteration 142Q: 3 clusters Score -2.49054e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6828 members
Mstep: Class 2 contains 187314 members
Entering Unmasked Estep
Score: -24905392.000000 Penalty: 6039.467285
Iteration 143Q: 3 clusters Score -2.490539e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6825 members
Mstep: Class 2 contains 187317 members
Entering Unmasked Estep
Score: -24905390.000000 Penalty: 6039.467285
Iteration 144Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6824 members
Mstep: Class 2 contains 187318 members
Entering Unmasked Estep
Score: -24905386.000000 Penalty: 6039.467285
Iteration 145Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6823 members
Mstep: Class 2 contains 187319 members
Entering Unmasked Estep
Score: -24905386.000000 Penalty: 6039.467285
Iteration 146Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6822 members
Mstep: Class 2 contains 187320 members
Entering Unmasked Estep
Score: -24905388.000000 Penalty: 6039.467285
Iteration 147Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6821 members
Mstep: Class 2 contains 187321 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 148Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6819 members
Mstep: Class 2 contains 187323 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 149Q: 3 clusters Score -2.49054e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6815 members
Mstep: Class 2 contains 187327 members
Entering Unmasked Estep
Score: -24905386.000000 Penalty: 6039.467285
Iteration 150Q: 3 clusters Score -2.490539e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6812 members
Mstep: Class 2 contains 187330 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 151Q: 3 clusters Score -2.49054e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6809 members
Mstep: Class 2 contains 187333 members
Entering Unmasked Estep
Score: -24905400.000000 Penalty: 6039.467285
Iteration 152Q: 3 clusters Score -2.49054e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6808 members
Mstep: Class 2 contains 187334 members
Entering Unmasked Estep
Score: -24905406.000000 Penalty: 6039.467285
Iteration 153Q: 3 clusters Score -2.490541e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6807 members
Mstep: Class 2 contains 187335 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 154Q: 3 clusters Score -2.49054e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6806 members
Mstep: Class 2 contains 187336 members
Entering Unmasked Estep
Score: -24905390.000000 Penalty: 6039.467285
Iteration 155Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6805 members
Mstep: Class 2 contains 187337 members
Entering Unmasked Estep
Score: -24905398.000000 Penalty: 6039.467285
Iteration 156Q: 3 clusters Score -2.49054e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6806 members
Mstep: Class 2 contains 187336 members
Entering Unmasked Estep
Score: -24905388.000000 Penalty: 6039.467285
Iteration 157Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6805 members
Mstep: Class 2 contains 187337 members
Entering Unmasked Estep
Score: -24905390.000000 Penalty: 6039.467285
Iteration 158Q: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6804 members
Mstep: Class 2 contains 187338 members
Entering Unmasked Estep
Score: -24905384.000000 Penalty: 6039.467285
Iteration 159Q: 3 clusters Score -2.490538e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6803 members
Mstep: Class 2 contains 187339 members
Entering Unmasked Estep
Score: -24905392.000000 Penalty: 6039.467285
Iteration 160F: 3 clusters Score -2.490539e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6802 members
Mstep: Class 2 contains 187340 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 161Q: 3 clusters Score -2.49054e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6801 members
Mstep: Class 2 contains 187341 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 162Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6799 members
Mstep: Class 2 contains 187343 members
Entering Unmasked Estep
Score: -24905394.000000 Penalty: 6039.467285
Iteration 163Q: 3 clusters Score -2.490539e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6797 members
Mstep: Class 2 contains 187345 members
Entering Unmasked Estep
Score: -24905396.000000 Penalty: 6039.467285
Iteration 164Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6795 members
Mstep: Class 2 contains 187347 members
Entering Unmasked Estep
Score: -24905394.000000 Penalty: 6039.467285
Iteration 165Q: 3 clusters Score -2.490539e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6793 members
Mstep: Class 2 contains 187349 members
Entering Unmasked Estep
Score: -24905392.000000 Penalty: 6039.467285
Iteration 166Q: 3 clusters Score -2.490539e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6792 members
Mstep: Class 2 contains 187350 members
Entering Unmasked Estep
Score: -24905402.000000 Penalty: 6039.467285
Iteration 167Q: 3 clusters Score -2.49054e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6792 members
Mstep: Class 2 contains 187350 members
Entering Unmasked Estep
Score: -24905408.000000 Penalty: 6039.467285
Iteration 168Q: 3 clusters Score -2.490541e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6794 members
Mstep: Class 2 contains 187348 members
Entering Unmasked Estep
Score: -24905416.000000 Penalty: 6039.467285
Iteration 169Q: 3 clusters Score -2.490542e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6794 members
Mstep: Class 2 contains 187348 members
Entering Unmasked Estep
Score: -24905412.000000 Penalty: 6039.467285
Iteration 170Q: 3 clusters Score -2.490541e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6791 members
Mstep: Class 2 contains 187351 members
Entering Unmasked Estep
Score: -24905408.000000 Penalty: 6039.467285
Iteration 171Q: 3 clusters Score -2.490541e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6790 members
Mstep: Class 2 contains 187352 members
Entering Unmasked Estep
Score: -24905416.000000 Penalty: 6039.467285
Iteration 172Q: 3 clusters Score -2.490542e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6789 members
Mstep: Class 2 contains 187353 members
Entering Unmasked Estep
Score: -24905418.000000 Penalty: 6039.467285
Iteration 173Q: 3 clusters Score -2.490542e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6788 members
Mstep: Class 2 contains 187354 members
Entering Unmasked Estep
Score: -24905420.000000 Penalty: 6039.467285
Iteration 174Q: 3 clusters Score -2.490542e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6787 members
Mstep: Class 2 contains 187355 members
Entering Unmasked Estep
Score: -24905440.000000 Penalty: 6039.467285
Iteration 175Q: 3 clusters Score -2.490544e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6787 members
Mstep: Class 2 contains 187355 members
Entering Unmasked Estep
Score: -24905428.000000 Penalty: 6039.467285
Iteration 176Q: 3 clusters Score -2.490543e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6786 members
Mstep: Class 2 contains 187356 members
Entering Unmasked Estep
Score: -24905428.000000 Penalty: 6039.467285
Iteration 177Q: 3 clusters Score -2.490543e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6784 members
Mstep: Class 2 contains 187358 members
Entering Unmasked Estep
Score: -24905436.000000 Penalty: 6039.467285
Iteration 178Q: 3 clusters Score -2.490544e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6784 members
Mstep: Class 2 contains 187358 members
Entering Unmasked Estep
Score: -24905436.000000 Penalty: 6039.467285
Iteration 179F: 3 clusters Score -2.490544e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 16 (9195 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9195 members
Entering Unmasked Estep
Score: -1121190.250000 Penalty: 2263.351074
Iteration 0F: 2 clusters Score -1121190 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4498 members
Mstep: Class 2 contains 4697 members
Entering Unmasked Estep
Score: -1114095.500000 Penalty: 4526.702148
Iteration 0F: 3 clusters Score -1114096 nChanged 3754
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4270 members
Mstep: Class 2 contains 4925 members
Entering Unmasked Estep
Score: -1116139.250000 Penalty: 4526.702148
Iteration 1F: 3 clusters Score -1116139 nChanged 662
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4126 members
Mstep: Class 2 contains 5069 members
Entering Unmasked Estep
Score: -1116513.125000 Penalty: 4526.702148
Iteration 2F: 3 clusters Score -1116513 nChanged 511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3979 members
Mstep: Class 2 contains 5216 members
Entering Unmasked Estep
Score: -1116845.125000 Penalty: 4526.702148
Iteration 3F: 3 clusters Score -1116845 nChanged 457
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3842 members
Mstep: Class 2 contains 5353 members
Entering Unmasked Estep
Score: -1117225.625000 Penalty: 4526.702148
Iteration 4Q: 3 clusters Score -1117226 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3726 members
Mstep: Class 2 contains 5469 members
Entering Unmasked Estep
Score: -1117582.250000 Penalty: 4526.702148
Iteration 5Q: 3 clusters Score -1117582 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3653 members
Mstep: Class 2 contains 5542 members
Entering Unmasked Estep
Score: -1117849.500000 Penalty: 4526.702148
Iteration 6Q: 3 clusters Score -1117850 nChanged 363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3644 members
Mstep: Class 2 contains 5551 members
Entering Unmasked Estep
Score: -1118064.125000 Penalty: 4526.702148
Iteration 7Q: 3 clusters Score -1118064 nChanged 344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3690 members
Mstep: Class 2 contains 5505 members
Entering Unmasked Estep
Score: -1118247.750000 Penalty: 4526.702148
Iteration 8Q: 3 clusters Score -1118248 nChanged 325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3765 members
Mstep: Class 2 contains 5430 members
Entering Unmasked Estep
Score: -1118406.500000 Penalty: 4526.702148
Iteration 9Q: 3 clusters Score -1118406 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3836 members
Mstep: Class 2 contains 5359 members
Entering Unmasked Estep
Score: -1118516.875000 Penalty: 4526.702148
Iteration 10Q: 3 clusters Score -1118517 nChanged 224
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3934 members
Mstep: Class 2 contains 5261 members
Entering Unmasked Estep
Score: -1118596.625000 Penalty: 4526.702148
Iteration 11Q: 3 clusters Score -1118597 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4015 members
Mstep: Class 2 contains 5180 members
Entering Unmasked Estep
Score: -1118661.250000 Penalty: 4526.702148
Iteration 12Q: 3 clusters Score -1118661 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4103 members
Mstep: Class 2 contains 5092 members
Entering Unmasked Estep
Score: -1118721.500000 Penalty: 4526.702148
Iteration 13Q: 3 clusters Score -1118722 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4186 members
Mstep: Class 2 contains 5009 members
Entering Unmasked Estep
Score: -1118772.375000 Penalty: 4526.702148
Iteration 14Q: 3 clusters Score -1118772 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4279 members
Mstep: Class 2 contains 4916 members
Entering Unmasked Estep
Score: -1118822.625000 Penalty: 4526.702148
Iteration 15Q: 3 clusters Score -1118823 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4372 members
Mstep: Class 2 contains 4823 members
Entering Unmasked Estep
Score: -1118867.500000 Penalty: 4526.702148
Iteration 16Q: 3 clusters Score -1118868 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4471 members
Mstep: Class 2 contains 4724 members
Entering Unmasked Estep
Score: -1118902.625000 Penalty: 4526.702148
Iteration 17Q: 3 clusters Score -1118903 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4567 members
Mstep: Class 2 contains 4628 members
Entering Unmasked Estep
Score: -1118939.250000 Penalty: 4526.702148
Iteration 18Q: 3 clusters Score -1118939 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4651 members
Mstep: Class 2 contains 4544 members
Entering Unmasked Estep
Score: -1118978.125000 Penalty: 4526.702148
Iteration 19Q: 3 clusters Score -1118978 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4758 members
Mstep: Class 2 contains 4437 members
Entering Unmasked Estep
Score: -1119025.250000 Penalty: 4526.702148
Iteration 20F: 3 clusters Score -1119025 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4874 members
Mstep: Class 2 contains 4321 members
Entering Unmasked Estep
Score: -1119070.750000 Penalty: 4526.702148
Iteration 21Q: 3 clusters Score -1119071 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4982 members
Mstep: Class 2 contains 4213 members
Entering Unmasked Estep
Score: -1119105.000000 Penalty: 4526.702148
Iteration 22Q: 3 clusters Score -1119105 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5090 members
Mstep: Class 2 contains 4105 members
Entering Unmasked Estep
Score: -1119147.125000 Penalty: 4526.702148
Iteration 23Q: 3 clusters Score -1119147 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5194 members
Mstep: Class 2 contains 4001 members
Entering Unmasked Estep
Score: -1119184.500000 Penalty: 4526.702148
Iteration 24Q: 3 clusters Score -1119184 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5299 members
Mstep: Class 2 contains 3896 members
Entering Unmasked Estep
Score: -1119223.375000 Penalty: 4526.702148
Iteration 25Q: 3 clusters Score -1119223 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5405 members
Mstep: Class 2 contains 3790 members
Entering Unmasked Estep
Score: -1119264.250000 Penalty: 4526.702148
Iteration 26Q: 3 clusters Score -1119264 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5511 members
Mstep: Class 2 contains 3684 members
Entering Unmasked Estep
Score: -1119299.750000 Penalty: 4526.702148
Iteration 27Q: 3 clusters Score -1119300 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5596 members
Mstep: Class 2 contains 3599 members
Entering Unmasked Estep
Score: -1119327.625000 Penalty: 4526.702148
Iteration 28Q: 3 clusters Score -1119328 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5679 members
Mstep: Class 2 contains 3516 members
Entering Unmasked Estep
Score: -1119358.875000 Penalty: 4526.702148
Iteration 29Q: 3 clusters Score -1119359 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5751 members
Mstep: Class 2 contains 3444 members
Entering Unmasked Estep
Score: -1119383.250000 Penalty: 4526.702148
Iteration 30Q: 3 clusters Score -1119383 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5827 members
Mstep: Class 2 contains 3368 members
Entering Unmasked Estep
Score: -1119407.750000 Penalty: 4526.702148
Iteration 31Q: 3 clusters Score -1119408 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5906 members
Mstep: Class 2 contains 3289 members
Entering Unmasked Estep
Score: -1119431.750000 Penalty: 4526.702148
Iteration 32Q: 3 clusters Score -1119432 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5980 members
Mstep: Class 2 contains 3215 members
Entering Unmasked Estep
Score: -1119454.875000 Penalty: 4526.702148
Iteration 33Q: 3 clusters Score -1119455 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6062 members
Mstep: Class 2 contains 3133 members
Entering Unmasked Estep
Score: -1119480.250000 Penalty: 4526.702148
Iteration 34Q: 3 clusters Score -1119480 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6130 members
Mstep: Class 2 contains 3065 members
Entering Unmasked Estep
Score: -1119502.625000 Penalty: 4526.702148
Iteration 35Q: 3 clusters Score -1119503 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6202 members
Mstep: Class 2 contains 2993 members
Entering Unmasked Estep
Score: -1119530.125000 Penalty: 4526.702148
Iteration 36Q: 3 clusters Score -1119530 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6285 members
Mstep: Class 2 contains 2910 members
Entering Unmasked Estep
Score: -1119555.875000 Penalty: 4526.702148
Iteration 37Q: 3 clusters Score -1119556 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6381 members
Mstep: Class 2 contains 2814 members
Entering Unmasked Estep
Score: -1119590.500000 Penalty: 4526.702148
Iteration 38Q: 3 clusters Score -1119590 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6484 members
Mstep: Class 2 contains 2711 members
Entering Unmasked Estep
Score: -1119633.250000 Penalty: 4526.702148
Iteration 39Q: 3 clusters Score -1119633 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6579 members
Mstep: Class 2 contains 2616 members
Entering Unmasked Estep
Score: -1119666.375000 Penalty: 4526.702148
Iteration 40F: 3 clusters Score -1119666 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6649 members
Mstep: Class 2 contains 2546 members
Entering Unmasked Estep
Score: -1119688.875000 Penalty: 4526.702148
Iteration 41Q: 3 clusters Score -1119689 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6723 members
Mstep: Class 2 contains 2472 members
Entering Unmasked Estep
Score: -1119715.125000 Penalty: 4526.702148
Iteration 42Q: 3 clusters Score -1119715 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6794 members
Mstep: Class 2 contains 2401 members
Entering Unmasked Estep
Score: -1119740.250000 Penalty: 4526.702148
Iteration 43Q: 3 clusters Score -1119740 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6865 members
Mstep: Class 2 contains 2330 members
Entering Unmasked Estep
Score: -1119765.125000 Penalty: 4526.702148
Iteration 44Q: 3 clusters Score -1119765 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6949 members
Mstep: Class 2 contains 2246 members
Entering Unmasked Estep
Score: -1119800.375000 Penalty: 4526.702148
Iteration 45Q: 3 clusters Score -1119800 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7039 members
Mstep: Class 2 contains 2156 members
Entering Unmasked Estep
Score: -1119836.125000 Penalty: 4526.702148
Iteration 46Q: 3 clusters Score -1119836 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7121 members
Mstep: Class 2 contains 2074 members
Entering Unmasked Estep
Score: -1119868.625000 Penalty: 4526.702148
Iteration 47Q: 3 clusters Score -1119869 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7195 members
Mstep: Class 2 contains 2000 members
Entering Unmasked Estep
Score: -1119898.500000 Penalty: 4526.702148
Iteration 48Q: 3 clusters Score -1119898 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7265 members
Mstep: Class 2 contains 1930 members
Entering Unmasked Estep
Score: -1119925.625000 Penalty: 4526.702148
Iteration 49Q: 3 clusters Score -1119926 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7327 members
Mstep: Class 2 contains 1868 members
Entering Unmasked Estep
Score: -1119953.250000 Penalty: 4526.702148
Iteration 50Q: 3 clusters Score -1119953 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7388 members
Mstep: Class 2 contains 1807 members
Entering Unmasked Estep
Score: -1119977.875000 Penalty: 4526.702148
Iteration 51Q: 3 clusters Score -1119978 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7464 members
Mstep: Class 2 contains 1731 members
Entering Unmasked Estep
Score: -1120007.625000 Penalty: 4526.702148
Iteration 52Q: 3 clusters Score -1120008 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7533 members
Mstep: Class 2 contains 1662 members
Entering Unmasked Estep
Score: -1120036.625000 Penalty: 4526.702148
Iteration 53Q: 3 clusters Score -1120037 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7597 members
Mstep: Class 2 contains 1598 members
Entering Unmasked Estep
Score: -1120066.250000 Penalty: 4526.702148
Iteration 54Q: 3 clusters Score -1120066 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7654 members
Mstep: Class 2 contains 1541 members
Entering Unmasked Estep
Score: -1120089.750000 Penalty: 4526.702148
Iteration 55Q: 3 clusters Score -1120090 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7704 members
Mstep: Class 2 contains 1491 members
Entering Unmasked Estep
Score: -1120110.625000 Penalty: 4526.702148
Iteration 56Q: 3 clusters Score -1120111 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7749 members
Mstep: Class 2 contains 1446 members
Entering Unmasked Estep
Score: -1120134.125000 Penalty: 4526.702148
Iteration 57Q: 3 clusters Score -1120134 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7787 members
Mstep: Class 2 contains 1408 members
Entering Unmasked Estep
Score: -1120147.875000 Penalty: 4526.702148
Iteration 58Q: 3 clusters Score -1120148 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7827 members
Mstep: Class 2 contains 1368 members
Entering Unmasked Estep
Score: -1120166.875000 Penalty: 4526.702148
Iteration 59Q: 3 clusters Score -1120167 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7865 members
Mstep: Class 2 contains 1330 members
Entering Unmasked Estep
Score: -1120176.500000 Penalty: 4526.702148
Iteration 60F: 3 clusters Score -1120176 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7897 members
Mstep: Class 2 contains 1298 members
Entering Unmasked Estep
Score: -1120189.625000 Penalty: 4526.702148
Iteration 61Q: 3 clusters Score -1120190 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7930 members
Mstep: Class 2 contains 1265 members
Entering Unmasked Estep
Score: -1120201.375000 Penalty: 4526.702148
Iteration 62Q: 3 clusters Score -1120201 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7974 members
Mstep: Class 2 contains 1221 members
Entering Unmasked Estep
Score: -1120225.125000 Penalty: 4526.702148
Iteration 63Q: 3 clusters Score -1120225 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8025 members
Mstep: Class 2 contains 1170 members
Entering Unmasked Estep
Score: -1120248.500000 Penalty: 4526.702148
Iteration 64Q: 3 clusters Score -1120248 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8062 members
Mstep: Class 2 contains 1133 members
Entering Unmasked Estep
Score: -1120266.375000 Penalty: 4526.702148
Iteration 65Q: 3 clusters Score -1120266 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8092 members
Mstep: Class 2 contains 1103 members
Entering Unmasked Estep
Score: -1120275.625000 Penalty: 4526.702148
Iteration 66Q: 3 clusters Score -1120276 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8118 members
Mstep: Class 2 contains 1077 members
Entering Unmasked Estep
Score: -1120285.000000 Penalty: 4526.702148
Iteration 67Q: 3 clusters Score -1120285 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8147 members
Mstep: Class 2 contains 1048 members
Entering Unmasked Estep
Score: -1120297.875000 Penalty: 4526.702148
Iteration 68Q: 3 clusters Score -1120298 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8172 members
Mstep: Class 2 contains 1023 members
Entering Unmasked Estep
Score: -1120309.250000 Penalty: 4526.702148
Iteration 69Q: 3 clusters Score -1120309 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8191 members
Mstep: Class 2 contains 1004 members
Entering Unmasked Estep
Score: -1120315.250000 Penalty: 4526.702148
Iteration 70Q: 3 clusters Score -1120315 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8207 members
Mstep: Class 2 contains 988 members
Entering Unmasked Estep
Score: -1120321.500000 Penalty: 4526.702148
Iteration 71Q: 3 clusters Score -1120322 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8223 members
Mstep: Class 2 contains 972 members
Entering Unmasked Estep
Score: -1120329.125000 Penalty: 4526.702148
Iteration 72Q: 3 clusters Score -1120329 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8240 members
Mstep: Class 2 contains 955 members
Entering Unmasked Estep
Score: -1120335.250000 Penalty: 4526.702148
Iteration 73Q: 3 clusters Score -1120335 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8263 members
Mstep: Class 2 contains 932 members
Entering Unmasked Estep
Score: -1120345.500000 Penalty: 4526.702148
Iteration 74Q: 3 clusters Score -1120346 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8275 members
Mstep: Class 2 contains 920 members
Entering Unmasked Estep
Score: -1120347.375000 Penalty: 4526.702148
Iteration 75Q: 3 clusters Score -1120347 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8287 members
Mstep: Class 2 contains 908 members
Entering Unmasked Estep
Score: -1120353.625000 Penalty: 4526.702148
Iteration 76Q: 3 clusters Score -1120354 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8298 members
Mstep: Class 2 contains 897 members
Entering Unmasked Estep
Score: -1120359.000000 Penalty: 4526.702148
Iteration 77Q: 3 clusters Score -1120359 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8308 members
Mstep: Class 2 contains 887 members
Entering Unmasked Estep
Score: -1120365.625000 Penalty: 4526.702148
Iteration 78Q: 3 clusters Score -1120366 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8315 members
Mstep: Class 2 contains 880 members
Entering Unmasked Estep
Score: -1120367.625000 Penalty: 4526.702148
Iteration 79Q: 3 clusters Score -1120368 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8327 members
Mstep: Class 2 contains 868 members
Entering Unmasked Estep
Score: -1120374.500000 Penalty: 4526.702148
Iteration 80F: 3 clusters Score -1120374 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8335 members
Mstep: Class 2 contains 860 members
Entering Unmasked Estep
Score: -1120379.875000 Penalty: 4526.702148
Iteration 81Q: 3 clusters Score -1120380 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8344 members
Mstep: Class 2 contains 851 members
Entering Unmasked Estep
Score: -1120385.500000 Penalty: 4526.702148
Iteration 82Q: 3 clusters Score -1120386 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8355 members
Mstep: Class 2 contains 840 members
Entering Unmasked Estep
Score: -1120389.000000 Penalty: 4526.702148
Iteration 83Q: 3 clusters Score -1120389 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8363 members
Mstep: Class 2 contains 832 members
Entering Unmasked Estep
Score: -1120394.250000 Penalty: 4526.702148
Iteration 84Q: 3 clusters Score -1120394 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8367 members
Mstep: Class 2 contains 828 members
Entering Unmasked Estep
Score: -1120401.125000 Penalty: 4526.702148
Iteration 85Q: 3 clusters Score -1120401 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8364 members
Mstep: Class 2 contains 831 members
Entering Unmasked Estep
Score: -1120404.250000 Penalty: 4526.702148
Iteration 86Q: 3 clusters Score -1120404 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8364 members
Mstep: Class 2 contains 831 members
Entering Unmasked Estep
Score: -1120413.125000 Penalty: 4526.702148
Iteration 87Q: 3 clusters Score -1120413 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8366 members
Mstep: Class 2 contains 829 members
Entering Unmasked Estep
Score: -1120414.625000 Penalty: 4526.702148
Iteration 88Q: 3 clusters Score -1120415 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8368 members
Mstep: Class 2 contains 827 members
Entering Unmasked Estep
Score: -1120413.625000 Penalty: 4526.702148
Iteration 89Q: 3 clusters Score -1120414 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8370 members
Mstep: Class 2 contains 825 members
Entering Unmasked Estep
Score: -1120414.625000 Penalty: 4526.702148
Iteration 90Q: 3 clusters Score -1120415 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8371 members
Mstep: Class 2 contains 824 members
Entering Unmasked Estep
Score: -1120416.750000 Penalty: 4526.702148
Iteration 91Q: 3 clusters Score -1120417 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8371 members
Mstep: Class 2 contains 824 members
Entering Unmasked Estep
Score: -1120418.250000 Penalty: 4526.702148
Iteration 92Q: 3 clusters Score -1120418 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8372 members
Mstep: Class 2 contains 823 members
Entering Unmasked Estep
Score: -1120418.375000 Penalty: 4526.702148
Iteration 93Q: 3 clusters Score -1120418 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8374 members
Mstep: Class 2 contains 821 members
Entering Unmasked Estep
Score: -1120419.750000 Penalty: 4526.702148
Iteration 94Q: 3 clusters Score -1120420 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8377 members
Mstep: Class 2 contains 818 members
Entering Unmasked Estep
Score: -1120417.500000 Penalty: 4526.702148
Iteration 95Q: 3 clusters Score -1120418 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8379 members
Mstep: Class 2 contains 816 members
Entering Unmasked Estep
Score: -1120419.250000 Penalty: 4526.702148
Iteration 96Q: 3 clusters Score -1120419 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8382 members
Mstep: Class 2 contains 813 members
Entering Unmasked Estep
Score: -1120420.875000 Penalty: 4526.702148
Iteration 97Q: 3 clusters Score -1120421 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8384 members
Mstep: Class 2 contains 811 members
Entering Unmasked Estep
Score: -1120419.750000 Penalty: 4526.702148
Iteration 98Q: 3 clusters Score -1120420 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8385 members
Mstep: Class 2 contains 810 members
Entering Unmasked Estep
Score: -1120420.875000 Penalty: 4526.702148
Iteration 99Q: 3 clusters Score -1120421 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8387 members
Mstep: Class 2 contains 808 members
Entering Unmasked Estep
Score: -1120421.875000 Penalty: 4526.702148
Iteration 100F: 3 clusters Score -1120422 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8388 members
Mstep: Class 2 contains 807 members
Entering Unmasked Estep
Score: -1120420.250000 Penalty: 4526.702148
Iteration 101Q: 3 clusters Score -1120420 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8388 members
Mstep: Class 2 contains 807 members
Entering Unmasked Estep
Score: -1120420.250000 Penalty: 4526.702148
Iteration 102F: 3 clusters Score -1120420 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (57505 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57505 members
Entering Unmasked Estep
Score: -7495534.500000 Penalty: 2717.987549
Iteration 0F: 2 clusters Score -7495534 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28755 members
Mstep: Class 2 contains 28750 members
Entering Unmasked Estep
Score: -7456990.500000 Penalty: 5435.975098
Iteration 0F: 3 clusters Score -7456990 nChanged 26696
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28097 members
Mstep: Class 2 contains 29408 members
Entering Unmasked Estep
Score: -7471506.000000 Penalty: 5435.975098
Iteration 1F: 3 clusters Score -7471506 nChanged 2147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27582 members
Mstep: Class 2 contains 29923 members
Entering Unmasked Estep
Score: -7471997.000000 Penalty: 5435.975098
Iteration 2Q: 3 clusters Score -7471997 nChanged 2109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26801 members
Mstep: Class 2 contains 30704 members
Entering Unmasked Estep
Score: -7472640.500000 Penalty: 5435.975098
Iteration 3Q: 3 clusters Score -7472640 nChanged 2301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25698 members
Mstep: Class 2 contains 31807 members
Entering Unmasked Estep
Score: -7473459.000000 Penalty: 5435.975098
Iteration 4Q: 3 clusters Score -7473459 nChanged 2642
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24250 members
Mstep: Class 2 contains 33255 members
Entering Unmasked Estep
Score: -7474571.500000 Penalty: 5435.975098
Iteration 5Q: 3 clusters Score -7474572 nChanged 3131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22283 members
Mstep: Class 2 contains 35222 members
Entering Unmasked Estep
Score: -7476302.500000 Penalty: 5435.975098
Iteration 6F: 3 clusters Score -7476302 nChanged 3620
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19797 members
Mstep: Class 2 contains 37708 members
Entering Unmasked Estep
Score: -7478773.500000 Penalty: 5435.975098
Iteration 7F: 3 clusters Score -7478774 nChanged 4155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16846 members
Mstep: Class 2 contains 40659 members
Entering Unmasked Estep
Score: -7482077.500000 Penalty: 5435.975098
Iteration 8F: 3 clusters Score -7482078 nChanged 3933
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13879 members
Mstep: Class 2 contains 43626 members
Entering Unmasked Estep
Score: -7485316.000000 Penalty: 5435.975098
Iteration 9F: 3 clusters Score -7485316 nChanged 3102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11553 members
Mstep: Class 2 contains 45952 members
Entering Unmasked Estep
Score: -7487955.000000 Penalty: 5435.975098
Iteration 10F: 3 clusters Score -7487955 nChanged 2134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10005 members
Mstep: Class 2 contains 47500 members
Entering Unmasked Estep
Score: -7489533.000000 Penalty: 5435.975098
Iteration 11Q: 3 clusters Score -7489533 nChanged 1438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8937 members
Mstep: Class 2 contains 48568 members
Entering Unmasked Estep
Score: -7490442.000000 Penalty: 5435.975098
Iteration 12Q: 3 clusters Score -7490442 nChanged 991
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8070 members
Mstep: Class 2 contains 49435 members
Entering Unmasked Estep
Score: -7490957.000000 Penalty: 5435.975098
Iteration 13Q: 3 clusters Score -7490957 nChanged 784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7322 members
Mstep: Class 2 contains 50183 members
Entering Unmasked Estep
Score: -7491369.000000 Penalty: 5435.975098
Iteration 14Q: 3 clusters Score -7491369 nChanged 654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6674 members
Mstep: Class 2 contains 50831 members
Entering Unmasked Estep
Score: -7491648.500000 Penalty: 5435.975098
Iteration 15Q: 3 clusters Score -7491648 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6110 members
Mstep: Class 2 contains 51395 members
Entering Unmasked Estep
Score: -7491920.000000 Penalty: 5435.975098
Iteration 16Q: 3 clusters Score -7491920 nChanged 500
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5614 members
Mstep: Class 2 contains 51891 members
Entering Unmasked Estep
Score: -7492167.000000 Penalty: 5435.975098
Iteration 17Q: 3 clusters Score -7492167 nChanged 479
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5141 members
Mstep: Class 2 contains 52364 members
Entering Unmasked Estep
Score: -7492393.000000 Penalty: 5435.975098
Iteration 18Q: 3 clusters Score -7492393 nChanged 432
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4717 members
Mstep: Class 2 contains 52788 members
Entering Unmasked Estep
Score: -7492584.000000 Penalty: 5435.975098
Iteration 19Q: 3 clusters Score -7492584 nChanged 358
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4361 members
Mstep: Class 2 contains 53144 members
Entering Unmasked Estep
Score: -7492697.500000 Penalty: 5435.975098
Iteration 20F: 3 clusters Score -7492698 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4019 members
Mstep: Class 2 contains 53486 members
Entering Unmasked Estep
Score: -7492846.000000 Penalty: 5435.975098
Iteration 21Q: 3 clusters Score -7492846 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3734 members
Mstep: Class 2 contains 53771 members
Entering Unmasked Estep
Score: -7492968.000000 Penalty: 5435.975098
Iteration 22Q: 3 clusters Score -7492968 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3486 members
Mstep: Class 2 contains 54019 members
Entering Unmasked Estep
Score: -7493042.500000 Penalty: 5435.975098
Iteration 23Q: 3 clusters Score -7493042 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3248 members
Mstep: Class 2 contains 54257 members
Entering Unmasked Estep
Score: -7493136.500000 Penalty: 5435.975098
Iteration 24Q: 3 clusters Score -7493136 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3035 members
Mstep: Class 2 contains 54470 members
Entering Unmasked Estep
Score: -7493197.000000 Penalty: 5435.975098
Iteration 25Q: 3 clusters Score -7493197 nChanged 171
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2864 members
Mstep: Class 2 contains 54641 members
Entering Unmasked Estep
Score: -7493259.000000 Penalty: 5435.975098
Iteration 26Q: 3 clusters Score -7493259 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2735 members
Mstep: Class 2 contains 54770 members
Entering Unmasked Estep
Score: -7493308.500000 Penalty: 5435.975098
Iteration 27Q: 3 clusters Score -7493308 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2619 members
Mstep: Class 2 contains 54886 members
Entering Unmasked Estep
Score: -7493347.000000 Penalty: 5435.975098
Iteration 28Q: 3 clusters Score -7493347 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2510 members
Mstep: Class 2 contains 54995 members
Entering Unmasked Estep
Score: -7493346.000000 Penalty: 5435.975098
Iteration 29Q: 3 clusters Score -7493346 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2416 members
Mstep: Class 2 contains 55089 members
Entering Unmasked Estep
Score: -7493368.500000 Penalty: 5435.975098
Iteration 30Q: 3 clusters Score -7493368 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2322 members
Mstep: Class 2 contains 55183 members
Entering Unmasked Estep
Score: -7493392.500000 Penalty: 5435.975098
Iteration 31Q: 3 clusters Score -7493392 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2230 members
Mstep: Class 2 contains 55275 members
Entering Unmasked Estep
Score: -7493436.000000 Penalty: 5435.975098
Iteration 32Q: 3 clusters Score -7493436 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2139 members
Mstep: Class 2 contains 55366 members
Entering Unmasked Estep
Score: -7493459.500000 Penalty: 5435.975098
Iteration 33Q: 3 clusters Score -7493460 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2059 members
Mstep: Class 2 contains 55446 members
Entering Unmasked Estep
Score: -7493476.500000 Penalty: 5435.975098
Iteration 34Q: 3 clusters Score -7493476 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1988 members
Mstep: Class 2 contains 55517 members
Entering Unmasked Estep
Score: -7493501.000000 Penalty: 5435.975098
Iteration 35Q: 3 clusters Score -7493501 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1928 members
Mstep: Class 2 contains 55577 members
Entering Unmasked Estep
Score: -7493537.000000 Penalty: 5435.975098
Iteration 36Q: 3 clusters Score -7493537 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1874 members
Mstep: Class 2 contains 55631 members
Entering Unmasked Estep
Score: -7493554.500000 Penalty: 5435.975098
Iteration 37Q: 3 clusters Score -7493554 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1835 members
Mstep: Class 2 contains 55670 members
Entering Unmasked Estep
Score: -7493574.500000 Penalty: 5435.975098
Iteration 38Q: 3 clusters Score -7493574 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1792 members
Mstep: Class 2 contains 55713 members
Entering Unmasked Estep
Score: -7493593.000000 Penalty: 5435.975098
Iteration 39Q: 3 clusters Score -7493593 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1765 members
Mstep: Class 2 contains 55740 members
Entering Unmasked Estep
Score: -7493601.500000 Penalty: 5435.975098
Iteration 40F: 3 clusters Score -7493602 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1731 members
Mstep: Class 2 contains 55774 members
Entering Unmasked Estep
Score: -7493599.000000 Penalty: 5435.975098
Iteration 41Q: 3 clusters Score -7493599 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1698 members
Mstep: Class 2 contains 55807 members
Entering Unmasked Estep
Score: -7493614.000000 Penalty: 5435.975098
Iteration 42Q: 3 clusters Score -7493614 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1680 members
Mstep: Class 2 contains 55825 members
Entering Unmasked Estep
Score: -7493620.000000 Penalty: 5435.975098
Iteration 43Q: 3 clusters Score -7493620 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1660 members
Mstep: Class 2 contains 55845 members
Entering Unmasked Estep
Score: -7493620.000000 Penalty: 5435.975098
Iteration 44Q: 3 clusters Score -7493620 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1635 members
Mstep: Class 2 contains 55870 members
Entering Unmasked Estep
Score: -7493639.500000 Penalty: 5435.975098
Iteration 45Q: 3 clusters Score -7493640 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1606 members
Mstep: Class 2 contains 55899 members
Entering Unmasked Estep
Score: -7493649.500000 Penalty: 5435.975098
Iteration 46Q: 3 clusters Score -7493650 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1577 members
Mstep: Class 2 contains 55928 members
Entering Unmasked Estep
Score: -7493652.000000 Penalty: 5435.975098
Iteration 47Q: 3 clusters Score -7493652 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1559 members
Mstep: Class 2 contains 55946 members
Entering Unmasked Estep
Score: -7493653.500000 Penalty: 5435.975098
Iteration 48Q: 3 clusters Score -7493654 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1547 members
Mstep: Class 2 contains 55958 members
Entering Unmasked Estep
Score: -7493652.000000 Penalty: 5435.975098
Iteration 49Q: 3 clusters Score -7493652 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1535 members
Mstep: Class 2 contains 55970 members
Entering Unmasked Estep
Score: -7493661.500000 Penalty: 5435.975098
Iteration 50Q: 3 clusters Score -7493662 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1525 members
Mstep: Class 2 contains 55980 members
Entering Unmasked Estep
Score: -7493663.500000 Penalty: 5435.975098
Iteration 51Q: 3 clusters Score -7493664 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1517 members
Mstep: Class 2 contains 55988 members
Entering Unmasked Estep
Score: -7493662.000000 Penalty: 5435.975098
Iteration 52Q: 3 clusters Score -7493662 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1513 members
Mstep: Class 2 contains 55992 members
Entering Unmasked Estep
Score: -7493661.000000 Penalty: 5435.975098
Iteration 53Q: 3 clusters Score -7493661 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1508 members
Mstep: Class 2 contains 55997 members
Entering Unmasked Estep
Score: -7493654.500000 Penalty: 5435.975098
Iteration 54Q: 3 clusters Score -7493654 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1508 members
Mstep: Class 2 contains 55997 members
Entering Unmasked Estep
Score: -7493654.500000 Penalty: 5435.975098
Iteration 55F: 3 clusters Score -7493654 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (30072 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30072 members
Entering Unmasked Estep
Score: -3919461.500000 Penalty: 2557.214844
Iteration 0F: 2 clusters Score -3919462 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15111 members
Mstep: Class 2 contains 14961 members
Entering Unmasked Estep
Score: -3898704.750000 Penalty: 5114.429688
Iteration 0F: 3 clusters Score -3898705 nChanged 13474
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14947 members
Mstep: Class 2 contains 15125 members
Entering Unmasked Estep
Score: -3906133.500000 Penalty: 5114.429688
Iteration 1F: 3 clusters Score -3906134 nChanged 1275
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14752 members
Mstep: Class 2 contains 15320 members
Entering Unmasked Estep
Score: -3906536.750000 Penalty: 5114.429688
Iteration 2Q: 3 clusters Score -3906537 nChanged 1229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14503 members
Mstep: Class 2 contains 15569 members
Entering Unmasked Estep
Score: -3907036.000000 Penalty: 5114.429688
Iteration 3Q: 3 clusters Score -3907036 nChanged 1300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14135 members
Mstep: Class 2 contains 15937 members
Entering Unmasked Estep
Score: -3907623.000000 Penalty: 5114.429688
Iteration 4Q: 3 clusters Score -3907623 nChanged 1539
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13558 members
Mstep: Class 2 contains 16514 members
Entering Unmasked Estep
Score: -3908421.750000 Penalty: 5114.429688
Iteration 5F: 3 clusters Score -3908422 nChanged 1737
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12745 members
Mstep: Class 2 contains 17327 members
Entering Unmasked Estep
Score: -3909415.000000 Penalty: 5114.429688
Iteration 6F: 3 clusters Score -3909415 nChanged 1877
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11708 members
Mstep: Class 2 contains 18364 members
Entering Unmasked Estep
Score: -3910559.000000 Penalty: 5114.429688
Iteration 7F: 3 clusters Score -3910559 nChanged 1939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10445 members
Mstep: Class 2 contains 19627 members
Entering Unmasked Estep
Score: -3911911.750000 Penalty: 5114.429688
Iteration 8F: 3 clusters Score -3911912 nChanged 1919
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9088 members
Mstep: Class 2 contains 20984 members
Entering Unmasked Estep
Score: -3913366.750000 Penalty: 5114.429688
Iteration 9F: 3 clusters Score -3913367 nChanged 1681
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7781 members
Mstep: Class 2 contains 22291 members
Entering Unmasked Estep
Score: -3914691.250000 Penalty: 5114.429688
Iteration 10F: 3 clusters Score -3914691 nChanged 1254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6781 members
Mstep: Class 2 contains 23291 members
Entering Unmasked Estep
Score: -3915643.000000 Penalty: 5114.429688
Iteration 11Q: 3 clusters Score -3915643 nChanged 926
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6021 members
Mstep: Class 2 contains 24051 members
Entering Unmasked Estep
Score: -3916228.500000 Penalty: 5114.429688
Iteration 12Q: 3 clusters Score -3916228 nChanged 618
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5469 members
Mstep: Class 2 contains 24603 members
Entering Unmasked Estep
Score: -3916509.750000 Penalty: 5114.429688
Iteration 13Q: 3 clusters Score -3916510 nChanged 474
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4999 members
Mstep: Class 2 contains 25073 members
Entering Unmasked Estep
Score: -3916733.500000 Penalty: 5114.429688
Iteration 14Q: 3 clusters Score -3916734 nChanged 414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4591 members
Mstep: Class 2 contains 25481 members
Entering Unmasked Estep
Score: -3916897.250000 Penalty: 5114.429688
Iteration 15Q: 3 clusters Score -3916897 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4246 members
Mstep: Class 2 contains 25826 members
Entering Unmasked Estep
Score: -3917019.000000 Penalty: 5114.429688
Iteration 16Q: 3 clusters Score -3917019 nChanged 327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3919 members
Mstep: Class 2 contains 26153 members
Entering Unmasked Estep
Score: -3917135.500000 Penalty: 5114.429688
Iteration 17Q: 3 clusters Score -3917136 nChanged 282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3639 members
Mstep: Class 2 contains 26433 members
Entering Unmasked Estep
Score: -3917250.000000 Penalty: 5114.429688
Iteration 18Q: 3 clusters Score -3917250 nChanged 271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3368 members
Mstep: Class 2 contains 26704 members
Entering Unmasked Estep
Score: -3917350.500000 Penalty: 5114.429688
Iteration 19Q: 3 clusters Score -3917350 nChanged 239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3129 members
Mstep: Class 2 contains 26943 members
Entering Unmasked Estep
Score: -3917427.000000 Penalty: 5114.429688
Iteration 20F: 3 clusters Score -3917427 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2913 members
Mstep: Class 2 contains 27159 members
Entering Unmasked Estep
Score: -3917489.250000 Penalty: 5114.429688
Iteration 21Q: 3 clusters Score -3917489 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2706 members
Mstep: Class 2 contains 27366 members
Entering Unmasked Estep
Score: -3917562.250000 Penalty: 5114.429688
Iteration 22Q: 3 clusters Score -3917562 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2527 members
Mstep: Class 2 contains 27545 members
Entering Unmasked Estep
Score: -3917628.250000 Penalty: 5114.429688
Iteration 23Q: 3 clusters Score -3917628 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2374 members
Mstep: Class 2 contains 27698 members
Entering Unmasked Estep
Score: -3917688.250000 Penalty: 5114.429688
Iteration 24Q: 3 clusters Score -3917688 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2209 members
Mstep: Class 2 contains 27863 members
Entering Unmasked Estep
Score: -3917755.500000 Penalty: 5114.429688
Iteration 25Q: 3 clusters Score -3917756 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2064 members
Mstep: Class 2 contains 28008 members
Entering Unmasked Estep
Score: -3917816.250000 Penalty: 5114.429688
Iteration 26Q: 3 clusters Score -3917816 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1927 members
Mstep: Class 2 contains 28145 members
Entering Unmasked Estep
Score: -3917869.500000 Penalty: 5114.429688
Iteration 27Q: 3 clusters Score -3917870 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1819 members
Mstep: Class 2 contains 28253 members
Entering Unmasked Estep
Score: -3917922.750000 Penalty: 5114.429688
Iteration 28Q: 3 clusters Score -3917923 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1731 members
Mstep: Class 2 contains 28341 members
Entering Unmasked Estep
Score: -3917960.500000 Penalty: 5114.429688
Iteration 29Q: 3 clusters Score -3917960 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1636 members
Mstep: Class 2 contains 28436 members
Entering Unmasked Estep
Score: -3918002.250000 Penalty: 5114.429688
Iteration 30Q: 3 clusters Score -3918002 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1538 members
Mstep: Class 2 contains 28534 members
Entering Unmasked Estep
Score: -3918048.250000 Penalty: 5114.429688
Iteration 31Q: 3 clusters Score -3918048 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1455 members
Mstep: Class 2 contains 28617 members
Entering Unmasked Estep
Score: -3918089.500000 Penalty: 5114.429688
Iteration 32Q: 3 clusters Score -3918090 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1378 members
Mstep: Class 2 contains 28694 members
Entering Unmasked Estep
Score: -3918118.500000 Penalty: 5114.429688
Iteration 33Q: 3 clusters Score -3918118 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1322 members
Mstep: Class 2 contains 28750 members
Entering Unmasked Estep
Score: -3918135.750000 Penalty: 5114.429688
Iteration 34Q: 3 clusters Score -3918136 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1272 members
Mstep: Class 2 contains 28800 members
Entering Unmasked Estep
Score: -3918165.000000 Penalty: 5114.429688
Iteration 35Q: 3 clusters Score -3918165 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1221 members
Mstep: Class 2 contains 28851 members
Entering Unmasked Estep
Score: -3918192.000000 Penalty: 5114.429688
Iteration 36Q: 3 clusters Score -3918192 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1176 members
Mstep: Class 2 contains 28896 members
Entering Unmasked Estep
Score: -3918207.750000 Penalty: 5114.429688
Iteration 37Q: 3 clusters Score -3918208 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1143 members
Mstep: Class 2 contains 28929 members
Entering Unmasked Estep
Score: -3918222.250000 Penalty: 5114.429688
Iteration 38Q: 3 clusters Score -3918222 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1109 members
Mstep: Class 2 contains 28963 members
Entering Unmasked Estep
Score: -3918234.250000 Penalty: 5114.429688
Iteration 39Q: 3 clusters Score -3918234 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 28991 members
Entering Unmasked Estep
Score: -3918242.750000 Penalty: 5114.429688
Iteration 40F: 3 clusters Score -3918243 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1063 members
Mstep: Class 2 contains 29009 members
Entering Unmasked Estep
Score: -3918255.750000 Penalty: 5114.429688
Iteration 41Q: 3 clusters Score -3918256 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1054 members
Mstep: Class 2 contains 29018 members
Entering Unmasked Estep
Score: -3918263.500000 Penalty: 5114.429688
Iteration 42Q: 3 clusters Score -3918264 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1037 members
Mstep: Class 2 contains 29035 members
Entering Unmasked Estep
Score: -3918262.500000 Penalty: 5114.429688
Iteration 43Q: 3 clusters Score -3918262 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1031 members
Mstep: Class 2 contains 29041 members
Entering Unmasked Estep
Score: -3918270.750000 Penalty: 5114.429688
Iteration 44Q: 3 clusters Score -3918271 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1024 members
Mstep: Class 2 contains 29048 members
Entering Unmasked Estep
Score: -3918268.750000 Penalty: 5114.429688
Iteration 45Q: 3 clusters Score -3918269 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1021 members
Mstep: Class 2 contains 29051 members
Entering Unmasked Estep
Score: -3918275.750000 Penalty: 5114.429688
Iteration 46Q: 3 clusters Score -3918276 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1020 members
Mstep: Class 2 contains 29052 members
Entering Unmasked Estep
Score: -3918277.500000 Penalty: 5114.429688
Iteration 47Q: 3 clusters Score -3918278 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1019 members
Mstep: Class 2 contains 29053 members
Entering Unmasked Estep
Score: -3918273.750000 Penalty: 5114.429688
Iteration 48Q: 3 clusters Score -3918274 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1019 members
Mstep: Class 2 contains 29053 members
Entering Unmasked Estep
Score: -3918273.750000 Penalty: 5114.429688
Iteration 49F: 3 clusters Score -3918274 nChanged 0
Entering ConstructFrom:
Trying to split cluster 19 (14325 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14325 members
Entering Unmasked Estep
Score: -1767278.000000 Penalty: 2373.300781
Iteration 0F: 2 clusters Score -1767278 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7161 members
Mstep: Class 2 contains 7164 members
Entering Unmasked Estep
Score: -1756852.250000 Penalty: 4746.601562
Iteration 0F: 3 clusters Score -1756852 nChanged 6186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7241 members
Mstep: Class 2 contains 7084 members
Entering Unmasked Estep
Score: -1760011.625000 Penalty: 4746.601562
Iteration 1F: 3 clusters Score -1760012 nChanged 785
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7304 members
Mstep: Class 2 contains 7021 members
Entering Unmasked Estep
Score: -1760327.500000 Penalty: 4746.601562
Iteration 2F: 3 clusters Score -1760328 nChanged 648
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7350 members
Mstep: Class 2 contains 6975 members
Entering Unmasked Estep
Score: -1760579.125000 Penalty: 4746.601562
Iteration 3Q: 3 clusters Score -1760579 nChanged 606
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7422 members
Mstep: Class 2 contains 6903 members
Entering Unmasked Estep
Score: -1760827.875000 Penalty: 4746.601562
Iteration 4Q: 3 clusters Score -1760828 nChanged 596
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7540 members
Mstep: Class 2 contains 6785 members
Entering Unmasked Estep
Score: -1761102.375000 Penalty: 4746.601562
Iteration 5Q: 3 clusters Score -1761102 nChanged 616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7706 members
Mstep: Class 2 contains 6619 members
Entering Unmasked Estep
Score: -1761431.000000 Penalty: 4746.601562
Iteration 6Q: 3 clusters Score -1761431 nChanged 601
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7891 members
Mstep: Class 2 contains 6434 members
Entering Unmasked Estep
Score: -1761781.750000 Penalty: 4746.601562
Iteration 7Q: 3 clusters Score -1761782 nChanged 622
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8103 members
Mstep: Class 2 contains 6222 members
Entering Unmasked Estep
Score: -1762162.375000 Penalty: 4746.601562
Iteration 8Q: 3 clusters Score -1762162 nChanged 655
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8312 members
Mstep: Class 2 contains 6013 members
Entering Unmasked Estep
Score: -1762561.625000 Penalty: 4746.601562
Iteration 9Q: 3 clusters Score -1762562 nChanged 651
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8495 members
Mstep: Class 2 contains 5830 members
Entering Unmasked Estep
Score: -1762968.625000 Penalty: 4746.601562
Iteration 10Q: 3 clusters Score -1762969 nChanged 639
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8658 members
Mstep: Class 2 contains 5667 members
Entering Unmasked Estep
Score: -1763372.875000 Penalty: 4746.601562
Iteration 11Q: 3 clusters Score -1763373 nChanged 597
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8779 members
Mstep: Class 2 contains 5546 members
Entering Unmasked Estep
Score: -1763748.500000 Penalty: 4746.601562
Iteration 12Q: 3 clusters Score -1763748 nChanged 577
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8912 members
Mstep: Class 2 contains 5413 members
Entering Unmasked Estep
Score: -1764167.500000 Penalty: 4746.601562
Iteration 13Q: 3 clusters Score -1764168 nChanged 533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9019 members
Mstep: Class 2 contains 5306 members
Entering Unmasked Estep
Score: -1764545.000000 Penalty: 4746.601562
Iteration 14Q: 3 clusters Score -1764545 nChanged 437
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9086 members
Mstep: Class 2 contains 5239 members
Entering Unmasked Estep
Score: -1764799.000000 Penalty: 4746.601562
Iteration 15Q: 3 clusters Score -1764799 nChanged 353
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9163 members
Mstep: Class 2 contains 5162 members
Entering Unmasked Estep
Score: -1764970.000000 Penalty: 4746.601562
Iteration 16Q: 3 clusters Score -1764970 nChanged 251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9264 members
Mstep: Class 2 contains 5061 members
Entering Unmasked Estep
Score: -1765077.000000 Penalty: 4746.601562
Iteration 17Q: 3 clusters Score -1765077 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9350 members
Mstep: Class 2 contains 4975 members
Entering Unmasked Estep
Score: -1765151.000000 Penalty: 4746.601562
Iteration 18Q: 3 clusters Score -1765151 nChanged 178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9454 members
Mstep: Class 2 contains 4871 members
Entering Unmasked Estep
Score: -1765211.250000 Penalty: 4746.601562
Iteration 19Q: 3 clusters Score -1765211 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9573 members
Mstep: Class 2 contains 4752 members
Entering Unmasked Estep
Score: -1765256.875000 Penalty: 4746.601562
Iteration 20F: 3 clusters Score -1765257 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9664 members
Mstep: Class 2 contains 4661 members
Entering Unmasked Estep
Score: -1765302.250000 Penalty: 4746.601562
Iteration 21Q: 3 clusters Score -1765302 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9753 members
Mstep: Class 2 contains 4572 members
Entering Unmasked Estep
Score: -1765334.125000 Penalty: 4746.601562
Iteration 22Q: 3 clusters Score -1765334 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9837 members
Mstep: Class 2 contains 4488 members
Entering Unmasked Estep
Score: -1765362.500000 Penalty: 4746.601562
Iteration 23Q: 3 clusters Score -1765362 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9934 members
Mstep: Class 2 contains 4391 members
Entering Unmasked Estep
Score: -1765399.750000 Penalty: 4746.601562
Iteration 24Q: 3 clusters Score -1765400 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10014 members
Mstep: Class 2 contains 4311 members
Entering Unmasked Estep
Score: -1765421.750000 Penalty: 4746.601562
Iteration 25Q: 3 clusters Score -1765422 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10087 members
Mstep: Class 2 contains 4238 members
Entering Unmasked Estep
Score: -1765437.125000 Penalty: 4746.601562
Iteration 26Q: 3 clusters Score -1765437 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10156 members
Mstep: Class 2 contains 4169 members
Entering Unmasked Estep
Score: -1765463.250000 Penalty: 4746.601562
Iteration 27Q: 3 clusters Score -1765463 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10229 members
Mstep: Class 2 contains 4096 members
Entering Unmasked Estep
Score: -1765480.875000 Penalty: 4746.601562
Iteration 28Q: 3 clusters Score -1765481 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10303 members
Mstep: Class 2 contains 4022 members
Entering Unmasked Estep
Score: -1765506.375000 Penalty: 4746.601562
Iteration 29Q: 3 clusters Score -1765506 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10378 members
Mstep: Class 2 contains 3947 members
Entering Unmasked Estep
Score: -1765526.875000 Penalty: 4746.601562
Iteration 30Q: 3 clusters Score -1765527 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10460 members
Mstep: Class 2 contains 3865 members
Entering Unmasked Estep
Score: -1765552.500000 Penalty: 4746.601562
Iteration 31Q: 3 clusters Score -1765552 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10535 members
Mstep: Class 2 contains 3790 members
Entering Unmasked Estep
Score: -1765573.750000 Penalty: 4746.601562
Iteration 32Q: 3 clusters Score -1765574 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10597 members
Mstep: Class 2 contains 3728 members
Entering Unmasked Estep
Score: -1765585.125000 Penalty: 4746.601562
Iteration 33Q: 3 clusters Score -1765585 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10650 members
Mstep: Class 2 contains 3675 members
Entering Unmasked Estep
Score: -1765596.375000 Penalty: 4746.601562
Iteration 34Q: 3 clusters Score -1765596 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10720 members
Mstep: Class 2 contains 3605 members
Entering Unmasked Estep
Score: -1765622.750000 Penalty: 4746.601562
Iteration 35Q: 3 clusters Score -1765623 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10798 members
Mstep: Class 2 contains 3527 members
Entering Unmasked Estep
Score: -1765644.625000 Penalty: 4746.601562
Iteration 36Q: 3 clusters Score -1765645 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10866 members
Mstep: Class 2 contains 3459 members
Entering Unmasked Estep
Score: -1765662.875000 Penalty: 4746.601562
Iteration 37Q: 3 clusters Score -1765663 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10942 members
Mstep: Class 2 contains 3383 members
Entering Unmasked Estep
Score: -1765686.000000 Penalty: 4746.601562
Iteration 38Q: 3 clusters Score -1765686 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11029 members
Mstep: Class 2 contains 3296 members
Entering Unmasked Estep
Score: -1765719.125000 Penalty: 4746.601562
Iteration 39Q: 3 clusters Score -1765719 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11120 members
Mstep: Class 2 contains 3205 members
Entering Unmasked Estep
Score: -1765755.500000 Penalty: 4746.601562
Iteration 40F: 3 clusters Score -1765756 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11222 members
Mstep: Class 2 contains 3103 members
Entering Unmasked Estep
Score: -1765797.250000 Penalty: 4746.601562
Iteration 41Q: 3 clusters Score -1765797 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11319 members
Mstep: Class 2 contains 3006 members
Entering Unmasked Estep
Score: -1765840.750000 Penalty: 4746.601562
Iteration 42Q: 3 clusters Score -1765841 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11416 members
Mstep: Class 2 contains 2909 members
Entering Unmasked Estep
Score: -1765891.875000 Penalty: 4746.601562
Iteration 43Q: 3 clusters Score -1765892 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11521 members
Mstep: Class 2 contains 2804 members
Entering Unmasked Estep
Score: -1765954.250000 Penalty: 4746.601562
Iteration 44Q: 3 clusters Score -1765954 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11616 members
Mstep: Class 2 contains 2709 members
Entering Unmasked Estep
Score: -1766006.375000 Penalty: 4746.601562
Iteration 45Q: 3 clusters Score -1766006 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11726 members
Mstep: Class 2 contains 2599 members
Entering Unmasked Estep
Score: -1766072.250000 Penalty: 4746.601562
Iteration 46Q: 3 clusters Score -1766072 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11827 members
Mstep: Class 2 contains 2498 members
Entering Unmasked Estep
Score: -1766134.750000 Penalty: 4746.601562
Iteration 47Q: 3 clusters Score -1766135 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11924 members
Mstep: Class 2 contains 2401 members
Entering Unmasked Estep
Score: -1766231.500000 Penalty: 4746.601562
Iteration 48Q: 3 clusters Score -1766232 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12035 members
Mstep: Class 2 contains 2290 members
Entering Unmasked Estep
Score: -1766357.375000 Penalty: 4746.601562
Iteration 49Q: 3 clusters Score -1766357 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12134 members
Mstep: Class 2 contains 2191 members
Entering Unmasked Estep
Score: -1766452.625000 Penalty: 4746.601562
Iteration 50Q: 3 clusters Score -1766453 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12216 members
Mstep: Class 2 contains 2109 members
Entering Unmasked Estep
Score: -1766518.375000 Penalty: 4746.601562
Iteration 51Q: 3 clusters Score -1766518 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12270 members
Mstep: Class 2 contains 2055 members
Entering Unmasked Estep
Score: -1766549.125000 Penalty: 4746.601562
Iteration 52Q: 3 clusters Score -1766549 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12311 members
Mstep: Class 2 contains 2014 members
Entering Unmasked Estep
Score: -1766571.625000 Penalty: 4746.601562
Iteration 53Q: 3 clusters Score -1766572 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12345 members
Mstep: Class 2 contains 1980 members
Entering Unmasked Estep
Score: -1766587.500000 Penalty: 4746.601562
Iteration 54Q: 3 clusters Score -1766588 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12363 members
Mstep: Class 2 contains 1962 members
Entering Unmasked Estep
Score: -1766589.250000 Penalty: 4746.601562
Iteration 55Q: 3 clusters Score -1766589 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12380 members
Mstep: Class 2 contains 1945 members
Entering Unmasked Estep
Score: -1766592.750000 Penalty: 4746.601562
Iteration 56Q: 3 clusters Score -1766593 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12390 members
Mstep: Class 2 contains 1935 members
Entering Unmasked Estep
Score: -1766597.625000 Penalty: 4746.601562
Iteration 57Q: 3 clusters Score -1766598 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12399 members
Mstep: Class 2 contains 1926 members
Entering Unmasked Estep
Score: -1766598.875000 Penalty: 4746.601562
Iteration 58Q: 3 clusters Score -1766599 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12408 members
Mstep: Class 2 contains 1917 members
Entering Unmasked Estep
Score: -1766603.375000 Penalty: 4746.601562
Iteration 59Q: 3 clusters Score -1766603 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12414 members
Mstep: Class 2 contains 1911 members
Entering Unmasked Estep
Score: -1766603.125000 Penalty: 4746.601562
Iteration 60F: 3 clusters Score -1766603 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12417 members
Mstep: Class 2 contains 1908 members
Entering Unmasked Estep
Score: -1766605.250000 Penalty: 4746.601562
Iteration 61Q: 3 clusters Score -1766605 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12418 members
Mstep: Class 2 contains 1907 members
Entering Unmasked Estep
Score: -1766607.750000 Penalty: 4746.601562
Iteration 62Q: 3 clusters Score -1766608 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12419 members
Mstep: Class 2 contains 1906 members
Entering Unmasked Estep
Score: -1766605.250000 Penalty: 4746.601562
Iteration 63Q: 3 clusters Score -1766605 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12420 members
Mstep: Class 2 contains 1905 members
Entering Unmasked Estep
Score: -1766606.250000 Penalty: 4746.601562
Iteration 64Q: 3 clusters Score -1766606 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12421 members
Mstep: Class 2 contains 1904 members
Entering Unmasked Estep
Score: -1766607.500000 Penalty: 4746.601562
Iteration 65Q: 3 clusters Score -1766608 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12421 members
Mstep: Class 2 contains 1904 members
Entering Unmasked Estep
Score: -1766607.500000 Penalty: 4746.601562
Iteration 66F: 3 clusters Score -1766608 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 170902 members
Mstep: Class 3 contains 157561 members
Mstep: Class 4 contains 190479 members
Mstep: Class 5 contains 652 members
Mstep: Class 7 contains 68950 members
Mstep: Class 8 contains 26055 members
Mstep: Class 9 contains 173120 members
Mstep: Class 10 contains 401 members
Mstep: Class 11 contains 4424 members
Mstep: Class 12 contains 184720 members
Mstep: Class 13 contains 18814 members
Mstep: Class 14 contains 194142 members
Mstep: Class 16 contains 9195 members
Mstep: Class 17 contains 57505 members
Mstep: Class 18 contains 30072 members
Mstep: Class 19 contains 14325 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166407440.000000 Penalty: 73383.539062
Iteration 79Q: 22 clusters Score -1.664074e+08 nChanged 17247
Entering Unmasked Mstep
Mstep: Class 0 contains 20 members
Mstep: Class 1 contains 1105 members
Mstep: Class 2 contains 171800 members
Mstep: Class 3 contains 157366 members
Mstep: Class 4 contains 189264 members
Mstep: Class 5 contains 820 members
Mstep: Class 6 contains 610 members
Mstep: Class 7 contains 68965 members
Mstep: Class 8 contains 26043 members
Mstep: Class 9 contains 174149 members
Mstep: Class 10 contains 403 members
Mstep: Class 11 contains 4420 members
Mstep: Class 12 contains 184913 members
Mstep: Class 13 contains 18861 members
Mstep: Class 14 contains 193500 members
Mstep: Class 15 contains 889 members
Mstep: Class 16 contains 9179 members
Mstep: Class 17 contains 57522 members
Mstep: Class 18 contains 30010 members
Mstep: Class 19 contains 14336 members
Mstep: Class 20 contains 11625 members
Mstep: Class 21 contains 771 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166412384.000000 Penalty: 73383.539062
Iteration 80F: 22 clusters Score -1.664124e+08 nChanged 14672
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1094 members
Mstep: Class 2 contains 171462 members
Mstep: Class 3 contains 156600 members
Mstep: Class 4 contains 188248 members
Mstep: Class 5 contains 933 members
Mstep: Class 6 contains 620 members
Mstep: Class 7 contains 68938 members
Mstep: Class 8 contains 26060 members
Mstep: Class 9 contains 175649 members
Mstep: Class 10 contains 398 members
Mstep: Class 11 contains 4418 members
Mstep: Class 12 contains 184637 members
Mstep: Class 13 contains 18874 members
Mstep: Class 14 contains 192978 members
Mstep: Class 15 contains 904 members
Mstep: Class 16 contains 9165 members
Mstep: Class 17 contains 57512 members
Mstep: Class 18 contains 29995 members
Mstep: Class 19 contains 14279 members
Mstep: Class 20 contains 13009 members
Mstep: Class 21 contains 780 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166415120.000000 Penalty: 73383.539062
Iteration 81Q: 22 clusters Score -1.664151e+08 nChanged 12102
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1091 members
Mstep: Class 2 contains 171120 members
Mstep: Class 3 contains 156130 members
Mstep: Class 4 contains 187220 members
Mstep: Class 5 contains 1010 members
Mstep: Class 6 contains 621 members
Mstep: Class 7 contains 68909 members
Mstep: Class 8 contains 26070 members
Mstep: Class 9 contains 176925 members
Mstep: Class 10 contains 400 members
Mstep: Class 11 contains 4415 members
Mstep: Class 12 contains 184462 members
Mstep: Class 13 contains 18893 members
Mstep: Class 14 contains 192532 members
Mstep: Class 15 contains 917 members
Mstep: Class 16 contains 9154 members
Mstep: Class 17 contains 57508 members
Mstep: Class 18 contains 30026 members
Mstep: Class 19 contains 14240 members
Mstep: Class 20 contains 14135 members
Mstep: Class 21 contains 775 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166416320.000000 Penalty: 73383.539062
Iteration 82Q: 22 clusters Score -1.664163e+08 nChanged 10829
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1090 members
Mstep: Class 2 contains 170750 members
Mstep: Class 3 contains 155964 members
Mstep: Class 4 contains 186258 members
Mstep: Class 5 contains 1062 members
Mstep: Class 6 contains 622 members
Mstep: Class 7 contains 68872 members
Mstep: Class 8 contains 26065 members
Mstep: Class 9 contains 177928 members
Mstep: Class 10 contains 401 members
Mstep: Class 11 contains 4416 members
Mstep: Class 12 contains 184219 members
Mstep: Class 13 contains 18904 members
Mstep: Class 14 contains 192122 members
Mstep: Class 15 contains 924 members
Mstep: Class 16 contains 9148 members
Mstep: Class 17 contains 57543 members
Mstep: Class 18 contains 30066 members
Mstep: Class 19 contains 14214 members
Mstep: Class 20 contains 15215 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166417328.000000 Penalty: 73383.539062
Iteration 83Q: 22 clusters Score -1.664173e+08 nChanged 9907
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1084 members
Mstep: Class 2 contains 170509 members
Mstep: Class 3 contains 155939 members
Mstep: Class 4 contains 185385 members
Mstep: Class 5 contains 1098 members
Mstep: Class 6 contains 627 members
Mstep: Class 7 contains 68833 members
Mstep: Class 8 contains 26060 members
Mstep: Class 9 contains 178670 members
Mstep: Class 10 contains 403 members
Mstep: Class 11 contains 4420 members
Mstep: Class 12 contains 183876 members
Mstep: Class 13 contains 18911 members
Mstep: Class 14 contains 191778 members
Mstep: Class 15 contains 933 members
Mstep: Class 16 contains 9140 members
Mstep: Class 17 contains 57546 members
Mstep: Class 18 contains 30105 members
Mstep: Class 19 contains 14210 members
Mstep: Class 20 contains 16257 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166417856.000000 Penalty: 73383.539062
Iteration 84Q: 22 clusters Score -1.664179e+08 nChanged 9428
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170416 members
Mstep: Class 3 contains 156119 members
Mstep: Class 4 contains 184500 members
Mstep: Class 5 contains 1114 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68805 members
Mstep: Class 8 contains 26050 members
Mstep: Class 9 contains 179227 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4423 members
Mstep: Class 12 contains 183509 members
Mstep: Class 13 contains 18897 members
Mstep: Class 14 contains 191428 members
Mstep: Class 15 contains 940 members
Mstep: Class 16 contains 9129 members
Mstep: Class 17 contains 57540 members
Mstep: Class 18 contains 30149 members
Mstep: Class 19 contains 14195 members
Mstep: Class 20 contains 17229 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166418544.000000 Penalty: 73383.539062
Iteration 85Q: 22 clusters Score -1.664185e+08 nChanged 8972
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170306 members
Mstep: Class 3 contains 156438 members
Mstep: Class 4 contains 183643 members
Mstep: Class 5 contains 1121 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68787 members
Mstep: Class 8 contains 26041 members
Mstep: Class 9 contains 179586 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 183094 members
Mstep: Class 13 contains 18893 members
Mstep: Class 14 contains 191103 members
Mstep: Class 15 contains 943 members
Mstep: Class 16 contains 9119 members
Mstep: Class 17 contains 57526 members
Mstep: Class 18 contains 30217 members
Mstep: Class 19 contains 14210 members
Mstep: Class 20 contains 18216 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166419440.000000 Penalty: 73383.539062
Iteration 86Q: 22 clusters Score -1.664194e+08 nChanged 8616
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170177 members
Mstep: Class 3 contains 156913 members
Mstep: Class 4 contains 182913 members
Mstep: Class 5 contains 1128 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68774 members
Mstep: Class 8 contains 26035 members
Mstep: Class 9 contains 179748 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4428 members
Mstep: Class 12 contains 182686 members
Mstep: Class 13 contains 18873 members
Mstep: Class 14 contains 190816 members
Mstep: Class 15 contains 947 members
Mstep: Class 16 contains 9107 members
Mstep: Class 17 contains 57476 members
Mstep: Class 18 contains 30283 members
Mstep: Class 19 contains 14215 members
Mstep: Class 20 contains 19151 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166419696.000000 Penalty: 73383.539062
Iteration 87Q: 22 clusters Score -1.664197e+08 nChanged 8362
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170140 members
Mstep: Class 3 contains 157456 members
Mstep: Class 4 contains 182252 members
Mstep: Class 5 contains 1136 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68763 members
Mstep: Class 8 contains 26015 members
Mstep: Class 9 contains 179763 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4428 members
Mstep: Class 12 contains 182247 members
Mstep: Class 13 contains 18852 members
Mstep: Class 14 contains 190611 members
Mstep: Class 15 contains 948 members
Mstep: Class 16 contains 9097 members
Mstep: Class 17 contains 57400 members
Mstep: Class 18 contains 30343 members
Mstep: Class 19 contains 14228 members
Mstep: Class 20 contains 19991 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166420240.000000 Penalty: 73383.539062
Iteration 88Q: 22 clusters Score -1.664202e+08 nChanged 8057
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170127 members
Mstep: Class 3 contains 158050 members
Mstep: Class 4 contains 181563 members
Mstep: Class 5 contains 1142 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68760 members
Mstep: Class 8 contains 25985 members
Mstep: Class 9 contains 179708 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4430 members
Mstep: Class 12 contains 181770 members
Mstep: Class 13 contains 18850 members
Mstep: Class 14 contains 190483 members
Mstep: Class 15 contains 948 members
Mstep: Class 16 contains 9088 members
Mstep: Class 17 contains 57320 members
Mstep: Class 18 contains 30404 members
Mstep: Class 19 contains 14249 members
Mstep: Class 20 contains 20793 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166420640.000000 Penalty: 73383.539062
Iteration 89Q: 22 clusters Score -1.664206e+08 nChanged 7732
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170121 members
Mstep: Class 3 contains 158669 members
Mstep: Class 4 contains 180889 members
Mstep: Class 5 contains 1150 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68763 members
Mstep: Class 8 contains 25949 members
Mstep: Class 9 contains 179539 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4432 members
Mstep: Class 12 contains 181310 members
Mstep: Class 13 contains 18853 members
Mstep: Class 14 contains 190380 members
Mstep: Class 15 contains 949 members
Mstep: Class 16 contains 9083 members
Mstep: Class 17 contains 57293 members
Mstep: Class 18 contains 30416 members
Mstep: Class 19 contains 14269 members
Mstep: Class 20 contains 21605 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166420624.000000 Penalty: 73383.539062
Iteration 90Q: 22 clusters Score -1.664206e+08 nChanged 7393
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170231 members
Mstep: Class 3 contains 159323 members
Mstep: Class 4 contains 180215 members
Mstep: Class 5 contains 1152 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68778 members
Mstep: Class 8 contains 25912 members
Mstep: Class 9 contains 179328 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4433 members
Mstep: Class 12 contains 180781 members
Mstep: Class 13 contains 18842 members
Mstep: Class 14 contains 190309 members
Mstep: Class 15 contains 951 members
Mstep: Class 16 contains 9081 members
Mstep: Class 17 contains 57302 members
Mstep: Class 18 contains 30414 members
Mstep: Class 19 contains 14265 members
Mstep: Class 20 contains 22353 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166421136.000000 Penalty: 73383.539062
Iteration 91Q: 22 clusters Score -1.664211e+08 nChanged 7132
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170239 members
Mstep: Class 3 contains 160002 members
Mstep: Class 4 contains 179659 members
Mstep: Class 5 contains 1153 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68797 members
Mstep: Class 8 contains 25921 members
Mstep: Class 9 contains 179011 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4432 members
Mstep: Class 12 contains 180403 members
Mstep: Class 13 contains 18831 members
Mstep: Class 14 contains 190186 members
Mstep: Class 15 contains 951 members
Mstep: Class 16 contains 9077 members
Mstep: Class 17 contains 57296 members
Mstep: Class 18 contains 30381 members
Mstep: Class 19 contains 14266 members
Mstep: Class 20 contains 23065 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166421648.000000 Penalty: 73383.539062
Iteration 92Q: 22 clusters Score -1.664216e+08 nChanged 6785
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170253 members
Mstep: Class 3 contains 160683 members
Mstep: Class 4 contains 179228 members
Mstep: Class 5 contains 1155 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68802 members
Mstep: Class 8 contains 25900 members
Mstep: Class 9 contains 178624 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4432 members
Mstep: Class 12 contains 180000 members
Mstep: Class 13 contains 18815 members
Mstep: Class 14 contains 190097 members
Mstep: Class 15 contains 952 members
Mstep: Class 16 contains 9074 members
Mstep: Class 17 contains 57295 members
Mstep: Class 18 contains 30376 members
Mstep: Class 19 contains 14262 members
Mstep: Class 20 contains 23722 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166422512.000000 Penalty: 73383.539062
Iteration 93Q: 22 clusters Score -1.664225e+08 nChanged 6555
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170354 members
Mstep: Class 3 contains 161329 members
Mstep: Class 4 contains 178808 members
Mstep: Class 5 contains 1157 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68793 members
Mstep: Class 8 contains 25886 members
Mstep: Class 9 contains 178184 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4432 members
Mstep: Class 12 contains 179695 members
Mstep: Class 13 contains 18797 members
Mstep: Class 14 contains 189957 members
Mstep: Class 15 contains 952 members
Mstep: Class 16 contains 9073 members
Mstep: Class 17 contains 57286 members
Mstep: Class 18 contains 30353 members
Mstep: Class 19 contains 14282 members
Mstep: Class 20 contains 24332 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166423264.000000 Penalty: 73383.539062
Iteration 94Q: 22 clusters Score -1.664233e+08 nChanged 6440
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170475 members
Mstep: Class 3 contains 161906 members
Mstep: Class 4 contains 178443 members
Mstep: Class 5 contains 1158 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68785 members
Mstep: Class 8 contains 25862 members
Mstep: Class 9 contains 177814 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4432 members
Mstep: Class 12 contains 179382 members
Mstep: Class 13 contains 18796 members
Mstep: Class 14 contains 189819 members
Mstep: Class 15 contains 952 members
Mstep: Class 16 contains 9074 members
Mstep: Class 17 contains 57301 members
Mstep: Class 18 contains 30312 members
Mstep: Class 19 contains 14266 members
Mstep: Class 20 contains 24893 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166423632.000000 Penalty: 73383.539062
Iteration 95Q: 22 clusters Score -1.664236e+08 nChanged 6156
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170543 members
Mstep: Class 3 contains 162406 members
Mstep: Class 4 contains 178229 members
Mstep: Class 5 contains 1161 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68777 members
Mstep: Class 8 contains 25829 members
Mstep: Class 9 contains 177464 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4432 members
Mstep: Class 12 contains 179150 members
Mstep: Class 13 contains 18794 members
Mstep: Class 14 contains 189621 members
Mstep: Class 15 contains 952 members
Mstep: Class 16 contains 9074 members
Mstep: Class 17 contains 57276 members
Mstep: Class 18 contains 30296 members
Mstep: Class 19 contains 14268 members
Mstep: Class 20 contains 25398 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166424064.000000 Penalty: 73383.539062
Iteration 96Q: 22 clusters Score -1.664241e+08 nChanged 6004
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170570 members
Mstep: Class 3 contains 162896 members
Mstep: Class 4 contains 178042 members
Mstep: Class 5 contains 1162 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68767 members
Mstep: Class 8 contains 25803 members
Mstep: Class 9 contains 177117 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4433 members
Mstep: Class 12 contains 179022 members
Mstep: Class 13 contains 18787 members
Mstep: Class 14 contains 189394 members
Mstep: Class 15 contains 952 members
Mstep: Class 16 contains 9072 members
Mstep: Class 17 contains 57226 members
Mstep: Class 18 contains 30271 members
Mstep: Class 19 contains 14278 members
Mstep: Class 20 contains 25878 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166424608.000000 Penalty: 73383.539062
Iteration 97Q: 22 clusters Score -1.664246e+08 nChanged 6000
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170515 members
Mstep: Class 3 contains 163407 members
Mstep: Class 4 contains 177834 members
Mstep: Class 5 contains 1160 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68732 members
Mstep: Class 8 contains 25774 members
Mstep: Class 9 contains 176770 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4435 members
Mstep: Class 12 contains 178949 members
Mstep: Class 13 contains 18784 members
Mstep: Class 14 contains 189218 members
Mstep: Class 15 contains 951 members
Mstep: Class 16 contains 9069 members
Mstep: Class 17 contains 57204 members
Mstep: Class 18 contains 30254 members
Mstep: Class 19 contains 14300 members
Mstep: Class 20 contains 26314 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166425488.000000 Penalty: 73383.539062
Iteration 98Q: 22 clusters Score -1.664255e+08 nChanged 5785
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170537 members
Mstep: Class 3 contains 163873 members
Mstep: Class 4 contains 177733 members
Mstep: Class 5 contains 1159 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68708 members
Mstep: Class 8 contains 25743 members
Mstep: Class 9 contains 176364 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4436 members
Mstep: Class 12 contains 178822 members
Mstep: Class 13 contains 18785 members
Mstep: Class 14 contains 189029 members
Mstep: Class 15 contains 952 members
Mstep: Class 16 contains 9069 members
Mstep: Class 17 contains 57176 members
Mstep: Class 18 contains 30255 members
Mstep: Class 19 contains 14300 members
Mstep: Class 20 contains 26729 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166426496.000000 Penalty: 73383.539062
Iteration 99Q: 22 clusters Score -1.664265e+08 nChanged 5629
Entering Unmasked Mstep
Mstep: Class 0 contains 18 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170591 members
Mstep: Class 3 contains 164296 members
Mstep: Class 4 contains 177642 members
Mstep: Class 5 contains 1160 members
Mstep: Class 6 contains 629 members
Mstep: Class 7 contains 68702 members
Mstep: Class 8 contains 25723 members
Mstep: Class 9 contains 175986 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4434 members
Mstep: Class 12 contains 178685 members
Mstep: Class 13 contains 18795 members
Mstep: Class 14 contains 188843 members
Mstep: Class 15 contains 953 members
Mstep: Class 16 contains 9066 members
Mstep: Class 17 contains 57158 members
Mstep: Class 18 contains 30248 members
Mstep: Class 19 contains 14287 members
Mstep: Class 20 contains 27101 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166427072.000000 Penalty: 73383.539062
Iteration 100F: 22 clusters Score -1.664271e+08 nChanged 5510
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170597 members
Mstep: Class 3 contains 164682 members
Mstep: Class 4 contains 177653 members
Mstep: Class 5 contains 1165 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68703 members
Mstep: Class 8 contains 25707 members
Mstep: Class 9 contains 175667 members
Mstep: Class 10 contains 404 members
Mstep: Class 11 contains 4435 members
Mstep: Class 12 contains 178536 members
Mstep: Class 13 contains 18818 members
Mstep: Class 14 contains 188601 members
Mstep: Class 15 contains 956 members
Mstep: Class 16 contains 9064 members
Mstep: Class 17 contains 57104 members
Mstep: Class 18 contains 30237 members
Mstep: Class 19 contains 14277 members
Mstep: Class 20 contains 27468 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166426944.000000 Penalty: 73383.539062
Iteration 101Q: 22 clusters Score -1.664269e+08 nChanged 5283
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170571 members
Mstep: Class 3 contains 165015 members
Mstep: Class 4 contains 177701 members
Mstep: Class 5 contains 1166 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68707 members
Mstep: Class 8 contains 25691 members
Mstep: Class 9 contains 175408 members
Mstep: Class 10 contains 405 members
Mstep: Class 11 contains 4435 members
Mstep: Class 12 contains 178389 members
Mstep: Class 13 contains 18839 members
Mstep: Class 14 contains 188380 members
Mstep: Class 15 contains 957 members
Mstep: Class 16 contains 9060 members
Mstep: Class 17 contains 57048 members
Mstep: Class 18 contains 30233 members
Mstep: Class 19 contains 14269 members
Mstep: Class 20 contains 27800 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166427472.000000 Penalty: 73383.539062
Iteration 102Q: 22 clusters Score -1.664275e+08 nChanged 4964
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170583 members
Mstep: Class 3 contains 165274 members
Mstep: Class 4 contains 177786 members
Mstep: Class 5 contains 1165 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68714 members
Mstep: Class 8 contains 25678 members
Mstep: Class 9 contains 175263 members
Mstep: Class 10 contains 405 members
Mstep: Class 11 contains 4435 members
Mstep: Class 12 contains 178235 members
Mstep: Class 13 contains 18866 members
Mstep: Class 14 contains 188084 members
Mstep: Class 15 contains 958 members
Mstep: Class 16 contains 9059 members
Mstep: Class 17 contains 57007 members
Mstep: Class 18 contains 30218 members
Mstep: Class 19 contains 14265 members
Mstep: Class 20 contains 28079 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166428000.000000 Penalty: 73383.539062
Iteration 103Q: 22 clusters Score -1.66428e+08 nChanged 4758
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170647 members
Mstep: Class 3 contains 165490 members
Mstep: Class 4 contains 177854 members
Mstep: Class 5 contains 1164 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68720 members
Mstep: Class 8 contains 25668 members
Mstep: Class 9 contains 175179 members
Mstep: Class 10 contains 405 members
Mstep: Class 11 contains 4434 members
Mstep: Class 12 contains 178047 members
Mstep: Class 13 contains 18892 members
Mstep: Class 14 contains 187813 members
Mstep: Class 15 contains 960 members
Mstep: Class 16 contains 9057 members
Mstep: Class 17 contains 56997 members
Mstep: Class 18 contains 30187 members
Mstep: Class 19 contains 14261 members
Mstep: Class 20 contains 28299 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166428624.000000 Penalty: 73383.539062
Iteration 104Q: 22 clusters Score -1.664286e+08 nChanged 4439
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170674 members
Mstep: Class 3 contains 165692 members
Mstep: Class 4 contains 177940 members
Mstep: Class 5 contains 1164 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68739 members
Mstep: Class 8 contains 25667 members
Mstep: Class 9 contains 175043 members
Mstep: Class 10 contains 405 members
Mstep: Class 11 contains 4433 members
Mstep: Class 12 contains 177883 members
Mstep: Class 13 contains 18920 members
Mstep: Class 14 contains 187569 members
Mstep: Class 15 contains 960 members
Mstep: Class 16 contains 9055 members
Mstep: Class 17 contains 56971 members
Mstep: Class 18 contains 30178 members
Mstep: Class 19 contains 14269 members
Mstep: Class 20 contains 28512 members
Mstep: Class 21 contains 769 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166429152.000000 Penalty: 73383.539062
Iteration 105Q: 22 clusters Score -1.664292e+08 nChanged 4237
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170687 members
Mstep: Class 3 contains 165878 members
Mstep: Class 4 contains 178026 members
Mstep: Class 5 contains 1163 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68774 members
Mstep: Class 8 contains 25670 members
Mstep: Class 9 contains 174937 members
Mstep: Class 10 contains 405 members
Mstep: Class 11 contains 4431 members
Mstep: Class 12 contains 177712 members
Mstep: Class 13 contains 18948 members
Mstep: Class 14 contains 187324 members
Mstep: Class 15 contains 961 members
Mstep: Class 16 contains 9052 members
Mstep: Class 17 contains 56962 members
Mstep: Class 18 contains 30167 members
Mstep: Class 19 contains 14275 members
Mstep: Class 20 contains 28701 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166429760.000000 Penalty: 73383.539062
Iteration 106Q: 22 clusters Score -1.664298e+08 nChanged 4120
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170708 members
Mstep: Class 3 contains 165978 members
Mstep: Class 4 contains 178063 members
Mstep: Class 5 contains 1165 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68784 members
Mstep: Class 8 contains 25672 members
Mstep: Class 9 contains 174860 members
Mstep: Class 10 contains 405 members
Mstep: Class 11 contains 4430 members
Mstep: Class 12 contains 177583 members
Mstep: Class 13 contains 18990 members
Mstep: Class 14 contains 187125 members
Mstep: Class 15 contains 963 members
Mstep: Class 16 contains 9049 members
Mstep: Class 17 contains 56958 members
Mstep: Class 18 contains 30152 members
Mstep: Class 19 contains 14281 members
Mstep: Class 20 contains 28907 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166429920.000000 Penalty: 73383.539062
Iteration 107Q: 22 clusters Score -1.664299e+08 nChanged 4055
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170755 members
Mstep: Class 3 contains 166108 members
Mstep: Class 4 contains 178131 members
Mstep: Class 5 contains 1168 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68797 members
Mstep: Class 8 contains 25668 members
Mstep: Class 9 contains 174724 members
Mstep: Class 10 contains 405 members
Mstep: Class 11 contains 4430 members
Mstep: Class 12 contains 177470 members
Mstep: Class 13 contains 19019 members
Mstep: Class 14 contains 186894 members
Mstep: Class 15 contains 963 members
Mstep: Class 16 contains 9045 members
Mstep: Class 17 contains 56956 members
Mstep: Class 18 contains 30149 members
Mstep: Class 19 contains 14281 members
Mstep: Class 20 contains 29110 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166429568.000000 Penalty: 73383.539062
Iteration 108Q: 22 clusters Score -1.664296e+08 nChanged 3853
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170836 members
Mstep: Class 3 contains 166201 members
Mstep: Class 4 contains 178190 members
Mstep: Class 5 contains 1170 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68806 members
Mstep: Class 8 contains 25659 members
Mstep: Class 9 contains 174562 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4430 members
Mstep: Class 12 contains 177344 members
Mstep: Class 13 contains 19043 members
Mstep: Class 14 contains 186725 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9042 members
Mstep: Class 17 contains 56966 members
Mstep: Class 18 contains 30138 members
Mstep: Class 19 contains 14283 members
Mstep: Class 20 contains 29308 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430080.000000 Penalty: 73383.539062
Iteration 109Q: 22 clusters Score -1.664301e+08 nChanged 3751
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170886 members
Mstep: Class 3 contains 166250 members
Mstep: Class 4 contains 178219 members
Mstep: Class 5 contains 1172 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68830 members
Mstep: Class 8 contains 25655 members
Mstep: Class 9 contains 174458 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4430 members
Mstep: Class 12 contains 177270 members
Mstep: Class 13 contains 19073 members
Mstep: Class 14 contains 186539 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9042 members
Mstep: Class 17 contains 56970 members
Mstep: Class 18 contains 30132 members
Mstep: Class 19 contains 14281 members
Mstep: Class 20 contains 29496 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430320.000000 Penalty: 73383.539062
Iteration 110Q: 22 clusters Score -1.664303e+08 nChanged 3548
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 170928 members
Mstep: Class 3 contains 166258 members
Mstep: Class 4 contains 178281 members
Mstep: Class 5 contains 1172 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68826 members
Mstep: Class 8 contains 25658 members
Mstep: Class 9 contains 174409 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4430 members
Mstep: Class 12 contains 177144 members
Mstep: Class 13 contains 19109 members
Mstep: Class 14 contains 186391 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9040 members
Mstep: Class 17 contains 56977 members
Mstep: Class 18 contains 30143 members
Mstep: Class 19 contains 14277 members
Mstep: Class 20 contains 29660 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430576.000000 Penalty: 73383.539062
Iteration 111Q: 22 clusters Score -1.664306e+08 nChanged 3460
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171023 members
Mstep: Class 3 contains 166296 members
Mstep: Class 4 contains 178353 members
Mstep: Class 5 contains 1174 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68831 members
Mstep: Class 8 contains 25642 members
Mstep: Class 9 contains 174396 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4429 members
Mstep: Class 12 contains 176924 members
Mstep: Class 13 contains 19135 members
Mstep: Class 14 contains 186271 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9037 members
Mstep: Class 17 contains 56972 members
Mstep: Class 18 contains 30151 members
Mstep: Class 19 contains 14282 members
Mstep: Class 20 contains 29787 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430496.000000 Penalty: 73383.539062
Iteration 112Q: 22 clusters Score -1.664305e+08 nChanged 3263
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171083 members
Mstep: Class 3 contains 166353 members
Mstep: Class 4 contains 178346 members
Mstep: Class 5 contains 1176 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68845 members
Mstep: Class 8 contains 25652 members
Mstep: Class 9 contains 174373 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4429 members
Mstep: Class 12 contains 176758 members
Mstep: Class 13 contains 19154 members
Mstep: Class 14 contains 186144 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9035 members
Mstep: Class 17 contains 56993 members
Mstep: Class 18 contains 30176 members
Mstep: Class 19 contains 14272 members
Mstep: Class 20 contains 29914 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430560.000000 Penalty: 73383.539062
Iteration 113Q: 22 clusters Score -1.664306e+08 nChanged 3097
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171142 members
Mstep: Class 3 contains 166403 members
Mstep: Class 4 contains 178314 members
Mstep: Class 5 contains 1175 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68854 members
Mstep: Class 8 contains 25656 members
Mstep: Class 9 contains 174340 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4428 members
Mstep: Class 12 contains 176633 members
Mstep: Class 13 contains 19171 members
Mstep: Class 14 contains 186065 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9033 members
Mstep: Class 17 contains 56995 members
Mstep: Class 18 contains 30190 members
Mstep: Class 19 contains 14270 members
Mstep: Class 20 contains 30034 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430608.000000 Penalty: 73383.539062
Iteration 114Q: 22 clusters Score -1.664306e+08 nChanged 2934
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171186 members
Mstep: Class 3 contains 166459 members
Mstep: Class 4 contains 178316 members
Mstep: Class 5 contains 1179 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68853 members
Mstep: Class 8 contains 25654 members
Mstep: Class 9 contains 174307 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176478 members
Mstep: Class 13 contains 19181 members
Mstep: Class 14 contains 186021 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9032 members
Mstep: Class 17 contains 56998 members
Mstep: Class 18 contains 30195 members
Mstep: Class 19 contains 14273 members
Mstep: Class 20 contains 30144 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430608.000000 Penalty: 73383.539062
Iteration 115Q: 22 clusters Score -1.664306e+08 nChanged 2762
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171203 members
Mstep: Class 3 contains 166510 members
Mstep: Class 4 contains 178310 members
Mstep: Class 5 contains 1187 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68867 members
Mstep: Class 8 contains 25655 members
Mstep: Class 9 contains 174258 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176356 members
Mstep: Class 13 contains 19186 members
Mstep: Class 14 contains 185974 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9030 members
Mstep: Class 17 contains 57006 members
Mstep: Class 18 contains 30199 members
Mstep: Class 19 contains 14289 members
Mstep: Class 20 contains 30246 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166430672.000000 Penalty: 73383.539062
Iteration 116Q: 22 clusters Score -1.664307e+08 nChanged 2521
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171243 members
Mstep: Class 3 contains 166562 members
Mstep: Class 4 contains 178284 members
Mstep: Class 5 contains 1195 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68887 members
Mstep: Class 8 contains 25655 members
Mstep: Class 9 contains 174235 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176230 members
Mstep: Class 13 contains 19187 members
Mstep: Class 14 contains 185925 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9027 members
Mstep: Class 17 contains 57028 members
Mstep: Class 18 contains 30205 members
Mstep: Class 19 contains 14297 members
Mstep: Class 20 contains 30316 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166431232.000000 Penalty: 73383.539062
Iteration 117Q: 22 clusters Score -1.664312e+08 nChanged 2423
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171220 members
Mstep: Class 3 contains 166583 members
Mstep: Class 4 contains 178256 members
Mstep: Class 5 contains 1195 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68893 members
Mstep: Class 8 contains 25658 members
Mstep: Class 9 contains 174222 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176196 members
Mstep: Class 13 contains 19188 members
Mstep: Class 14 contains 185882 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9024 members
Mstep: Class 17 contains 57062 members
Mstep: Class 18 contains 30212 members
Mstep: Class 19 contains 14308 members
Mstep: Class 20 contains 30377 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166431440.000000 Penalty: 73383.539062
Iteration 118Q: 22 clusters Score -1.664314e+08 nChanged 2327
Entering ConstructFrom:
Score: -166431440.000000 Penalty: 73383.539062
Entering ConstructFrom:
Trying to split cluster 1 (1081 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1081 members
Entering Unmasked Estep
Score: -115751.671875 Penalty: 1732.439209
Iteration 0F: 2 clusters Score -115751.7 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 549 members
Mstep: Class 2 contains 532 members
Entering Unmasked Estep
Score: -113739.171875 Penalty: 3464.878418
Iteration 0F: 3 clusters Score -113739.2 nChanged 299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 580 members
Mstep: Class 2 contains 501 members
Entering Unmasked Estep
Score: -114144.640625 Penalty: 3464.878418
Iteration 1F: 3 clusters Score -114144.6 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 599 members
Mstep: Class 2 contains 482 members
Entering Unmasked Estep
Score: -114374.671875 Penalty: 3464.878418
Iteration 2F: 3 clusters Score -114374.7 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 610 members
Mstep: Class 2 contains 471 members
Entering Unmasked Estep
Score: -114603.820312 Penalty: 3464.878418
Iteration 3F: 3 clusters Score -114603.8 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 625 members
Mstep: Class 2 contains 456 members
Entering Unmasked Estep
Score: -114911.562500 Penalty: 3464.878418
Iteration 4F: 3 clusters Score -114911.6 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 646 members
Mstep: Class 2 contains 435 members
Entering Unmasked Estep
Score: -115304.765625 Penalty: 3464.878418
Iteration 5F: 3 clusters Score -115304.8 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 650 members
Mstep: Class 2 contains 431 members
Entering Unmasked Estep
Score: -115681.343750 Penalty: 3464.878418
Iteration 6F: 3 clusters Score -115681.3 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 646 members
Mstep: Class 2 contains 435 members
Entering Unmasked Estep
Score: -115786.000000 Penalty: 3464.878418
Iteration 7Q: 3 clusters Score -115786 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 638 members
Mstep: Class 2 contains 443 members
Entering Unmasked Estep
Score: -115835.718750 Penalty: 3464.878418
Iteration 8Q: 3 clusters Score -115835.7 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 631 members
Mstep: Class 2 contains 450 members
Entering Unmasked Estep
Score: -115874.203125 Penalty: 3464.878418
Iteration 9Q: 3 clusters Score -115874.2 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 627 members
Mstep: Class 2 contains 454 members
Entering Unmasked Estep
Score: -115891.695312 Penalty: 3464.878418
Iteration 10Q: 3 clusters Score -115891.7 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 621 members
Mstep: Class 2 contains 460 members
Entering Unmasked Estep
Score: -115902.406250 Penalty: 3464.878418
Iteration 11Q: 3 clusters Score -115902.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 621 members
Mstep: Class 2 contains 460 members
Entering Unmasked Estep
Score: -115902.406250 Penalty: 3464.878418
Iteration 12F: 3 clusters Score -115902.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 621 members
Mstep: Class 2 contains 171180 members
Mstep: Class 3 contains 166635 members
Mstep: Class 4 contains 178243 members
Mstep: Class 5 contains 1198 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68894 members
Mstep: Class 8 contains 25659 members
Mstep: Class 9 contains 174140 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176193 members
Mstep: Class 13 contains 19187 members
Mstep: Class 14 contains 185854 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9021 members
Mstep: Class 17 contains 57098 members
Mstep: Class 18 contains 30240 members
Mstep: Class 19 contains 14309 members
Mstep: Class 20 contains 30425 members
Mstep: Class 21 contains 770 members
Mstep: Class 22 contains 460 members
Entering Unmasked Estep
Score: -166429888.000000 Penalty: 76877.992188
Splitting cluster 1 changes total score from -166431440.000000 to -166429888.000000
So it's not getting split.
Entering ConstructFrom:
Trying to split cluster 2 (171180 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171180 members
Entering Unmasked Estep
Score: -22210298.000000 Penalty: 2988.516846
Iteration 0F: 2 clusters Score -2.22103e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 85523 members
Mstep: Class 2 contains 85657 members
Entering Unmasked Estep
Score: -22097976.000000 Penalty: 5977.033691
Iteration 0F: 3 clusters Score -2.209798e+07 nChanged 82172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84895 members
Mstep: Class 2 contains 86285 members
Entering Unmasked Estep
Score: -22145766.000000 Penalty: 5977.033691
Iteration 1F: 3 clusters Score -2.214577e+07 nChanged 5134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84393 members
Mstep: Class 2 contains 86787 members
Entering Unmasked Estep
Score: -22146780.000000 Penalty: 5977.033691
Iteration 2Q: 3 clusters Score -2.214678e+07 nChanged 5498
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83745 members
Mstep: Class 2 contains 87435 members
Entering Unmasked Estep
Score: -22148322.000000 Penalty: 5977.033691
Iteration 3Q: 3 clusters Score -2.214832e+07 nChanged 6047
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82736 members
Mstep: Class 2 contains 88444 members
Entering Unmasked Estep
Score: -22150516.000000 Penalty: 5977.033691
Iteration 4Q: 3 clusters Score -2.215052e+07 nChanged 6996
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81362 members
Mstep: Class 2 contains 89818 members
Entering Unmasked Estep
Score: -22153514.000000 Penalty: 5977.033691
Iteration 5Q: 3 clusters Score -2.215351e+07 nChanged 8292
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79704 members
Mstep: Class 2 contains 91476 members
Entering Unmasked Estep
Score: -22158394.000000 Penalty: 5977.033691
Iteration 6Q: 3 clusters Score -2.215839e+07 nChanged 9946
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77840 members
Mstep: Class 2 contains 93340 members
Entering Unmasked Estep
Score: -22165334.000000 Penalty: 5977.033691
Iteration 7F: 3 clusters Score -2.216533e+07 nChanged 11438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76322 members
Mstep: Class 2 contains 94858 members
Entering Unmasked Estep
Score: -22174958.000000 Penalty: 5977.033691
Iteration 8F: 3 clusters Score -2.217496e+07 nChanged 11620
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75646 members
Mstep: Class 2 contains 95534 members
Entering Unmasked Estep
Score: -22183470.000000 Penalty: 5977.033691
Iteration 9F: 3 clusters Score -2.218347e+07 nChanged 9292
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75570 members
Mstep: Class 2 contains 95610 members
Entering Unmasked Estep
Score: -22188112.000000 Penalty: 5977.033691
Iteration 10F: 3 clusters Score -2.218811e+07 nChanged 5486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75612 members
Mstep: Class 2 contains 95568 members
Entering Unmasked Estep
Score: -22189434.000000 Penalty: 5977.033691
Iteration 11Q: 3 clusters Score -2.218943e+07 nChanged 3156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75658 members
Mstep: Class 2 contains 95522 members
Entering Unmasked Estep
Score: -22190138.000000 Penalty: 5977.033691
Iteration 12Q: 3 clusters Score -2.219014e+07 nChanged 2280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75846 members
Mstep: Class 2 contains 95334 members
Entering Unmasked Estep
Score: -22190634.000000 Penalty: 5977.033691
Iteration 13Q: 3 clusters Score -2.219063e+07 nChanged 2025
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76143 members
Mstep: Class 2 contains 95037 members
Entering Unmasked Estep
Score: -22190936.000000 Penalty: 5977.033691
Iteration 14Q: 3 clusters Score -2.219094e+07 nChanged 1945
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 76560 members
Mstep: Class 2 contains 94620 members
Entering Unmasked Estep
Score: -22191472.000000 Penalty: 5977.033691
Iteration 15Q: 3 clusters Score -2.219147e+07 nChanged 1905
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77105 members
Mstep: Class 2 contains 94075 members
Entering Unmasked Estep
Score: -22191916.000000 Penalty: 5977.033691
Iteration 16Q: 3 clusters Score -2.219192e+07 nChanged 1928
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 77701 members
Mstep: Class 2 contains 93479 members
Entering Unmasked Estep
Score: -22192300.000000 Penalty: 5977.033691
Iteration 17Q: 3 clusters Score -2.21923e+07 nChanged 1975
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 78344 members
Mstep: Class 2 contains 92836 members
Entering Unmasked Estep
Score: -22192818.000000 Penalty: 5977.033691
Iteration 18Q: 3 clusters Score -2.219282e+07 nChanged 1930
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79094 members
Mstep: Class 2 contains 92086 members
Entering Unmasked Estep
Score: -22193168.000000 Penalty: 5977.033691
Iteration 19Q: 3 clusters Score -2.219317e+07 nChanged 1960
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79892 members
Mstep: Class 2 contains 91288 members
Entering Unmasked Estep
Score: -22193572.000000 Penalty: 5977.033691
Iteration 20F: 3 clusters Score -2.219357e+07 nChanged 1841
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 80727 members
Mstep: Class 2 contains 90453 members
Entering Unmasked Estep
Score: -22194078.000000 Penalty: 5977.033691
Iteration 21Q: 3 clusters Score -2.219408e+07 nChanged 1799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81578 members
Mstep: Class 2 contains 89602 members
Entering Unmasked Estep
Score: -22194456.000000 Penalty: 5977.033691
Iteration 22Q: 3 clusters Score -2.219446e+07 nChanged 1719
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82483 members
Mstep: Class 2 contains 88697 members
Entering Unmasked Estep
Score: -22194938.000000 Penalty: 5977.033691
Iteration 23Q: 3 clusters Score -2.219494e+07 nChanged 1586
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83329 members
Mstep: Class 2 contains 87851 members
Entering Unmasked Estep
Score: -22195296.000000 Penalty: 5977.033691
Iteration 24Q: 3 clusters Score -2.21953e+07 nChanged 1548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84175 members
Mstep: Class 2 contains 87005 members
Entering Unmasked Estep
Score: -22195780.000000 Penalty: 5977.033691
Iteration 25Q: 3 clusters Score -2.219578e+07 nChanged 1433
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 84986 members
Mstep: Class 2 contains 86194 members
Entering Unmasked Estep
Score: -22196056.000000 Penalty: 5977.033691
Iteration 26Q: 3 clusters Score -2.219606e+07 nChanged 1241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 85765 members
Mstep: Class 2 contains 85415 members
Entering Unmasked Estep
Score: -22196326.000000 Penalty: 5977.033691
Iteration 27Q: 3 clusters Score -2.219633e+07 nChanged 1096
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86561 members
Mstep: Class 2 contains 84619 members
Entering Unmasked Estep
Score: -22196372.000000 Penalty: 5977.033691
Iteration 28Q: 3 clusters Score -2.219637e+07 nChanged 1044
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87371 members
Mstep: Class 2 contains 83809 members
Entering Unmasked Estep
Score: -22196472.000000 Penalty: 5977.033691
Iteration 29Q: 3 clusters Score -2.219647e+07 nChanged 985
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88196 members
Mstep: Class 2 contains 82984 members
Entering Unmasked Estep
Score: -22196558.000000 Penalty: 5977.033691
Iteration 30Q: 3 clusters Score -2.219656e+07 nChanged 1005
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89101 members
Mstep: Class 2 contains 82079 members
Entering Unmasked Estep
Score: -22196742.000000 Penalty: 5977.033691
Iteration 31Q: 3 clusters Score -2.219674e+07 nChanged 997
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90038 members
Mstep: Class 2 contains 81142 members
Entering Unmasked Estep
Score: -22196744.000000 Penalty: 5977.033691
Iteration 32Q: 3 clusters Score -2.219674e+07 nChanged 1038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 91032 members
Mstep: Class 2 contains 80148 members
Entering Unmasked Estep
Score: -22196794.000000 Penalty: 5977.033691
Iteration 33Q: 3 clusters Score -2.219679e+07 nChanged 1009
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92013 members
Mstep: Class 2 contains 79167 members
Entering Unmasked Estep
Score: -22196842.000000 Penalty: 5977.033691
Iteration 34Q: 3 clusters Score -2.219684e+07 nChanged 1028
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 93033 members
Mstep: Class 2 contains 78147 members
Entering Unmasked Estep
Score: -22196856.000000 Penalty: 5977.033691
Iteration 35Q: 3 clusters Score -2.219686e+07 nChanged 1006
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94029 members
Mstep: Class 2 contains 77151 members
Entering Unmasked Estep
Score: -22197054.000000 Penalty: 5977.033691
Iteration 36Q: 3 clusters Score -2.219705e+07 nChanged 1027
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95054 members
Mstep: Class 2 contains 76126 members
Entering Unmasked Estep
Score: -22197174.000000 Penalty: 5977.033691
Iteration 37Q: 3 clusters Score -2.219717e+07 nChanged 1033
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96081 members
Mstep: Class 2 contains 75099 members
Entering Unmasked Estep
Score: -22197320.000000 Penalty: 5977.033691
Iteration 38Q: 3 clusters Score -2.219732e+07 nChanged 1017
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 97098 members
Mstep: Class 2 contains 74082 members
Entering Unmasked Estep
Score: -22197416.000000 Penalty: 5977.033691
Iteration 39Q: 3 clusters Score -2.219742e+07 nChanged 1029
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 98127 members
Mstep: Class 2 contains 73053 members
Entering Unmasked Estep
Score: -22197542.000000 Penalty: 5977.033691
Iteration 40F: 3 clusters Score -2.219754e+07 nChanged 1026
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99153 members
Mstep: Class 2 contains 72027 members
Entering Unmasked Estep
Score: -22197600.000000 Penalty: 5977.033691
Iteration 41Q: 3 clusters Score -2.21976e+07 nChanged 1055
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100208 members
Mstep: Class 2 contains 70972 members
Entering Unmasked Estep
Score: -22197656.000000 Penalty: 5977.033691
Iteration 42Q: 3 clusters Score -2.219766e+07 nChanged 1140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 101348 members
Mstep: Class 2 contains 69832 members
Entering Unmasked Estep
Score: -22197758.000000 Penalty: 5977.033691
Iteration 43Q: 3 clusters Score -2.219776e+07 nChanged 1140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 102488 members
Mstep: Class 2 contains 68692 members
Entering Unmasked Estep
Score: -22197852.000000 Penalty: 5977.033691
Iteration 44Q: 3 clusters Score -2.219785e+07 nChanged 1221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103709 members
Mstep: Class 2 contains 67471 members
Entering Unmasked Estep
Score: -22197998.000000 Penalty: 5977.033691
Iteration 45Q: 3 clusters Score -2.2198e+07 nChanged 1232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 104941 members
Mstep: Class 2 contains 66239 members
Entering Unmasked Estep
Score: -22198022.000000 Penalty: 5977.033691
Iteration 46Q: 3 clusters Score -2.219802e+07 nChanged 1239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 106180 members
Mstep: Class 2 contains 65000 members
Entering Unmasked Estep
Score: -22198120.000000 Penalty: 5977.033691
Iteration 47Q: 3 clusters Score -2.219812e+07 nChanged 1226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 107406 members
Mstep: Class 2 contains 63774 members
Entering Unmasked Estep
Score: -22198206.000000 Penalty: 5977.033691
Iteration 48Q: 3 clusters Score -2.219821e+07 nChanged 1205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 108611 members
Mstep: Class 2 contains 62569 members
Entering Unmasked Estep
Score: -22198314.000000 Penalty: 5977.033691
Iteration 49Q: 3 clusters Score -2.219831e+07 nChanged 1213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109824 members
Mstep: Class 2 contains 61356 members
Entering Unmasked Estep
Score: -22198444.000000 Penalty: 5977.033691
Iteration 50Q: 3 clusters Score -2.219844e+07 nChanged 1240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111064 members
Mstep: Class 2 contains 60116 members
Entering Unmasked Estep
Score: -22198490.000000 Penalty: 5977.033691
Iteration 51Q: 3 clusters Score -2.219849e+07 nChanged 1349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 112413 members
Mstep: Class 2 contains 58767 members
Entering Unmasked Estep
Score: -22198638.000000 Penalty: 5977.033691
Iteration 52Q: 3 clusters Score -2.219864e+07 nChanged 1402
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113815 members
Mstep: Class 2 contains 57365 members
Entering Unmasked Estep
Score: -22198816.000000 Penalty: 5977.033691
Iteration 53Q: 3 clusters Score -2.219882e+07 nChanged 1430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 115245 members
Mstep: Class 2 contains 55935 members
Entering Unmasked Estep
Score: -22199010.000000 Penalty: 5977.033691
Iteration 54Q: 3 clusters Score -2.219901e+07 nChanged 1437
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116682 members
Mstep: Class 2 contains 54498 members
Entering Unmasked Estep
Score: -22199206.000000 Penalty: 5977.033691
Iteration 55Q: 3 clusters Score -2.219921e+07 nChanged 1463
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 118145 members
Mstep: Class 2 contains 53035 members
Entering Unmasked Estep
Score: -22199370.000000 Penalty: 5977.033691
Iteration 56Q: 3 clusters Score -2.219937e+07 nChanged 1436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119581 members
Mstep: Class 2 contains 51599 members
Entering Unmasked Estep
Score: -22199628.000000 Penalty: 5977.033691
Iteration 57Q: 3 clusters Score -2.219963e+07 nChanged 1384
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120965 members
Mstep: Class 2 contains 50215 members
Entering Unmasked Estep
Score: -22199832.000000 Penalty: 5977.033691
Iteration 58Q: 3 clusters Score -2.219983e+07 nChanged 1431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 122396 members
Mstep: Class 2 contains 48784 members
Entering Unmasked Estep
Score: -22200054.000000 Penalty: 5977.033691
Iteration 59Q: 3 clusters Score -2.220005e+07 nChanged 1434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 123830 members
Mstep: Class 2 contains 47350 members
Entering Unmasked Estep
Score: -22200106.000000 Penalty: 5977.033691
Iteration 60F: 3 clusters Score -2.220011e+07 nChanged 1371
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125201 members
Mstep: Class 2 contains 45979 members
Entering Unmasked Estep
Score: -22200328.000000 Penalty: 5977.033691
Iteration 61Q: 3 clusters Score -2.220033e+07 nChanged 1339
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 126540 members
Mstep: Class 2 contains 44640 members
Entering Unmasked Estep
Score: -22200590.000000 Penalty: 5977.033691
Iteration 62Q: 3 clusters Score -2.220059e+07 nChanged 1373
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 127913 members
Mstep: Class 2 contains 43267 members
Entering Unmasked Estep
Score: -22200766.000000 Penalty: 5977.033691
Iteration 63Q: 3 clusters Score -2.220077e+07 nChanged 1450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 129363 members
Mstep: Class 2 contains 41817 members
Entering Unmasked Estep
Score: -22200944.000000 Penalty: 5977.033691
Iteration 64Q: 3 clusters Score -2.220094e+07 nChanged 1417
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 130780 members
Mstep: Class 2 contains 40400 members
Entering Unmasked Estep
Score: -22201098.000000 Penalty: 5977.033691
Iteration 65Q: 3 clusters Score -2.22011e+07 nChanged 1440
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132220 members
Mstep: Class 2 contains 38960 members
Entering Unmasked Estep
Score: -22201440.000000 Penalty: 5977.033691
Iteration 66Q: 3 clusters Score -2.220144e+07 nChanged 1448
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 133668 members
Mstep: Class 2 contains 37512 members
Entering Unmasked Estep
Score: -22201742.000000 Penalty: 5977.033691
Iteration 67Q: 3 clusters Score -2.220174e+07 nChanged 1396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 135064 members
Mstep: Class 2 contains 36116 members
Entering Unmasked Estep
Score: -22202038.000000 Penalty: 5977.033691
Iteration 68Q: 3 clusters Score -2.220204e+07 nChanged 1416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136480 members
Mstep: Class 2 contains 34700 members
Entering Unmasked Estep
Score: -22202216.000000 Penalty: 5977.033691
Iteration 69Q: 3 clusters Score -2.220222e+07 nChanged 1397
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 137877 members
Mstep: Class 2 contains 33303 members
Entering Unmasked Estep
Score: -22202374.000000 Penalty: 5977.033691
Iteration 70Q: 3 clusters Score -2.220237e+07 nChanged 1438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 139315 members
Mstep: Class 2 contains 31865 members
Entering Unmasked Estep
Score: -22202668.000000 Penalty: 5977.033691
Iteration 71Q: 3 clusters Score -2.220267e+07 nChanged 1403
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140718 members
Mstep: Class 2 contains 30462 members
Entering Unmasked Estep
Score: -22202812.000000 Penalty: 5977.033691
Iteration 72Q: 3 clusters Score -2.220281e+07 nChanged 1446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142164 members
Mstep: Class 2 contains 29016 members
Entering Unmasked Estep
Score: -22203190.000000 Penalty: 5977.033691
Iteration 73Q: 3 clusters Score -2.220319e+07 nChanged 1447
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 143611 members
Mstep: Class 2 contains 27569 members
Entering Unmasked Estep
Score: -22203470.000000 Penalty: 5977.033691
Iteration 74Q: 3 clusters Score -2.220347e+07 nChanged 1416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 145027 members
Mstep: Class 2 contains 26153 members
Entering Unmasked Estep
Score: -22203644.000000 Penalty: 5977.033691
Iteration 75Q: 3 clusters Score -2.220364e+07 nChanged 1293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146320 members
Mstep: Class 2 contains 24860 members
Entering Unmasked Estep
Score: -22203898.000000 Penalty: 5977.033691
Iteration 76Q: 3 clusters Score -2.22039e+07 nChanged 1357
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147677 members
Mstep: Class 2 contains 23503 members
Entering Unmasked Estep
Score: -22204112.000000 Penalty: 5977.033691
Iteration 77Q: 3 clusters Score -2.220411e+07 nChanged 1267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 148944 members
Mstep: Class 2 contains 22236 members
Entering Unmasked Estep
Score: -22204360.000000 Penalty: 5977.033691
Iteration 78Q: 3 clusters Score -2.220436e+07 nChanged 1230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 150174 members
Mstep: Class 2 contains 21006 members
Entering Unmasked Estep
Score: -22204626.000000 Penalty: 5977.033691
Iteration 79Q: 3 clusters Score -2.220463e+07 nChanged 1218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151392 members
Mstep: Class 2 contains 19788 members
Entering Unmasked Estep
Score: -22204912.000000 Penalty: 5977.033691
Iteration 80F: 3 clusters Score -2.220491e+07 nChanged 1132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 152524 members
Mstep: Class 2 contains 18656 members
Entering Unmasked Estep
Score: -22205178.000000 Penalty: 5977.033691
Iteration 81Q: 3 clusters Score -2.220518e+07 nChanged 1079
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153603 members
Mstep: Class 2 contains 17577 members
Entering Unmasked Estep
Score: -22205400.000000 Penalty: 5977.033691
Iteration 82Q: 3 clusters Score -2.22054e+07 nChanged 1115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 154718 members
Mstep: Class 2 contains 16462 members
Entering Unmasked Estep
Score: -22205640.000000 Penalty: 5977.033691
Iteration 83Q: 3 clusters Score -2.220564e+07 nChanged 1137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155855 members
Mstep: Class 2 contains 15325 members
Entering Unmasked Estep
Score: -22205840.000000 Penalty: 5977.033691
Iteration 84Q: 3 clusters Score -2.220584e+07 nChanged 1106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 156961 members
Mstep: Class 2 contains 14219 members
Entering Unmasked Estep
Score: -22206024.000000 Penalty: 5977.033691
Iteration 85Q: 3 clusters Score -2.220602e+07 nChanged 1054
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158015 members
Mstep: Class 2 contains 13165 members
Entering Unmasked Estep
Score: -22206176.000000 Penalty: 5977.033691
Iteration 86Q: 3 clusters Score -2.220618e+07 nChanged 991
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 159006 members
Mstep: Class 2 contains 12174 members
Entering Unmasked Estep
Score: -22206334.000000 Penalty: 5977.033691
Iteration 87Q: 3 clusters Score -2.220633e+07 nChanged 943
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 159949 members
Mstep: Class 2 contains 11231 members
Entering Unmasked Estep
Score: -22206514.000000 Penalty: 5977.033691
Iteration 88Q: 3 clusters Score -2.220651e+07 nChanged 963
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 160912 members
Mstep: Class 2 contains 10268 members
Entering Unmasked Estep
Score: -22206772.000000 Penalty: 5977.033691
Iteration 89Q: 3 clusters Score -2.220677e+07 nChanged 914
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 161826 members
Mstep: Class 2 contains 9354 members
Entering Unmasked Estep
Score: -22207120.000000 Penalty: 5977.033691
Iteration 90Q: 3 clusters Score -2.220712e+07 nChanged 897
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162723 members
Mstep: Class 2 contains 8457 members
Entering Unmasked Estep
Score: -22207308.000000 Penalty: 5977.033691
Iteration 91Q: 3 clusters Score -2.220731e+07 nChanged 835
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163558 members
Mstep: Class 2 contains 7622 members
Entering Unmasked Estep
Score: -22207598.000000 Penalty: 5977.033691
Iteration 92Q: 3 clusters Score -2.22076e+07 nChanged 741
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164299 members
Mstep: Class 2 contains 6881 members
Entering Unmasked Estep
Score: -22207674.000000 Penalty: 5977.033691
Iteration 93Q: 3 clusters Score -2.220767e+07 nChanged 642
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164941 members
Mstep: Class 2 contains 6239 members
Entering Unmasked Estep
Score: -22207764.000000 Penalty: 5977.033691
Iteration 94Q: 3 clusters Score -2.220776e+07 nChanged 609
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 165548 members
Mstep: Class 2 contains 5632 members
Entering Unmasked Estep
Score: -22207932.000000 Penalty: 5977.033691
Iteration 95Q: 3 clusters Score -2.220793e+07 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166076 members
Mstep: Class 2 contains 5104 members
Entering Unmasked Estep
Score: -22208002.000000 Penalty: 5977.033691
Iteration 96Q: 3 clusters Score -2.2208e+07 nChanged 458
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166534 members
Mstep: Class 2 contains 4646 members
Entering Unmasked Estep
Score: -22208084.000000 Penalty: 5977.033691
Iteration 97Q: 3 clusters Score -2.220808e+07 nChanged 402
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166936 members
Mstep: Class 2 contains 4244 members
Entering Unmasked Estep
Score: -22208142.000000 Penalty: 5977.033691
Iteration 98Q: 3 clusters Score -2.220814e+07 nChanged 326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167262 members
Mstep: Class 2 contains 3918 members
Entering Unmasked Estep
Score: -22208178.000000 Penalty: 5977.033691
Iteration 99Q: 3 clusters Score -2.220818e+07 nChanged 300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167558 members
Mstep: Class 2 contains 3622 members
Entering Unmasked Estep
Score: -22208198.000000 Penalty: 5977.033691
Iteration 100F: 3 clusters Score -2.22082e+07 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167789 members
Mstep: Class 2 contains 3391 members
Entering Unmasked Estep
Score: -22208258.000000 Penalty: 5977.033691
Iteration 101Q: 3 clusters Score -2.220826e+07 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167978 members
Mstep: Class 2 contains 3202 members
Entering Unmasked Estep
Score: -22208340.000000 Penalty: 5977.033691
Iteration 102Q: 3 clusters Score -2.220834e+07 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168137 members
Mstep: Class 2 contains 3043 members
Entering Unmasked Estep
Score: -22208310.000000 Penalty: 5977.033691
Iteration 103Q: 3 clusters Score -2.220831e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168264 members
Mstep: Class 2 contains 2916 members
Entering Unmasked Estep
Score: -22208280.000000 Penalty: 5977.033691
Iteration 104Q: 3 clusters Score -2.220828e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168376 members
Mstep: Class 2 contains 2804 members
Entering Unmasked Estep
Score: -22208292.000000 Penalty: 5977.033691
Iteration 105Q: 3 clusters Score -2.220829e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168463 members
Mstep: Class 2 contains 2717 members
Entering Unmasked Estep
Score: -22208314.000000 Penalty: 5977.033691
Iteration 106Q: 3 clusters Score -2.220831e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168535 members
Mstep: Class 2 contains 2645 members
Entering Unmasked Estep
Score: -22208330.000000 Penalty: 5977.033691
Iteration 107Q: 3 clusters Score -2.220833e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168599 members
Mstep: Class 2 contains 2581 members
Entering Unmasked Estep
Score: -22208334.000000 Penalty: 5977.033691
Iteration 108Q: 3 clusters Score -2.220833e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168652 members
Mstep: Class 2 contains 2528 members
Entering Unmasked Estep
Score: -22208356.000000 Penalty: 5977.033691
Iteration 109Q: 3 clusters Score -2.220836e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168695 members
Mstep: Class 2 contains 2485 members
Entering Unmasked Estep
Score: -22208390.000000 Penalty: 5977.033691
Iteration 110Q: 3 clusters Score -2.220839e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168729 members
Mstep: Class 2 contains 2451 members
Entering Unmasked Estep
Score: -22208384.000000 Penalty: 5977.033691
Iteration 111Q: 3 clusters Score -2.220838e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168758 members
Mstep: Class 2 contains 2422 members
Entering Unmasked Estep
Score: -22208404.000000 Penalty: 5977.033691
Iteration 112Q: 3 clusters Score -2.22084e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168781 members
Mstep: Class 2 contains 2399 members
Entering Unmasked Estep
Score: -22208390.000000 Penalty: 5977.033691
Iteration 113Q: 3 clusters Score -2.220839e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168803 members
Mstep: Class 2 contains 2377 members
Entering Unmasked Estep
Score: -22208408.000000 Penalty: 5977.033691
Iteration 114Q: 3 clusters Score -2.220841e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168823 members
Mstep: Class 2 contains 2357 members
Entering Unmasked Estep
Score: -22208388.000000 Penalty: 5977.033691
Iteration 115Q: 3 clusters Score -2.220839e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168842 members
Mstep: Class 2 contains 2338 members
Entering Unmasked Estep
Score: -22208394.000000 Penalty: 5977.033691
Iteration 116Q: 3 clusters Score -2.220839e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168856 members
Mstep: Class 2 contains 2324 members
Entering Unmasked Estep
Score: -22208402.000000 Penalty: 5977.033691
Iteration 117Q: 3 clusters Score -2.22084e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168864 members
Mstep: Class 2 contains 2316 members
Entering Unmasked Estep
Score: -22208396.000000 Penalty: 5977.033691
Iteration 118Q: 3 clusters Score -2.22084e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168875 members
Mstep: Class 2 contains 2305 members
Entering Unmasked Estep
Score: -22208406.000000 Penalty: 5977.033691
Iteration 119Q: 3 clusters Score -2.220841e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168883 members
Mstep: Class 2 contains 2297 members
Entering Unmasked Estep
Score: -22208410.000000 Penalty: 5977.033691
Iteration 120F: 3 clusters Score -2.220841e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168890 members
Mstep: Class 2 contains 2290 members
Entering Unmasked Estep
Score: -22208404.000000 Penalty: 5977.033691
Iteration 121Q: 3 clusters Score -2.22084e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168906 members
Mstep: Class 2 contains 2274 members
Entering Unmasked Estep
Score: -22208402.000000 Penalty: 5977.033691
Iteration 122Q: 3 clusters Score -2.22084e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168921 members
Mstep: Class 2 contains 2259 members
Entering Unmasked Estep
Score: -22208414.000000 Penalty: 5977.033691
Iteration 123Q: 3 clusters Score -2.220841e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168936 members
Mstep: Class 2 contains 2244 members
Entering Unmasked Estep
Score: -22208438.000000 Penalty: 5977.033691
Iteration 124Q: 3 clusters Score -2.220844e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168949 members
Mstep: Class 2 contains 2231 members
Entering Unmasked Estep
Score: -22208454.000000 Penalty: 5977.033691
Iteration 125Q: 3 clusters Score -2.220845e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168962 members
Mstep: Class 2 contains 2218 members
Entering Unmasked Estep
Score: -22208452.000000 Penalty: 5977.033691
Iteration 126Q: 3 clusters Score -2.220845e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168970 members
Mstep: Class 2 contains 2210 members
Entering Unmasked Estep
Score: -22208442.000000 Penalty: 5977.033691
Iteration 127Q: 3 clusters Score -2.220844e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168980 members
Mstep: Class 2 contains 2200 members
Entering Unmasked Estep
Score: -22208452.000000 Penalty: 5977.033691
Iteration 128Q: 3 clusters Score -2.220845e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168987 members
Mstep: Class 2 contains 2193 members
Entering Unmasked Estep
Score: -22208434.000000 Penalty: 5977.033691
Iteration 129Q: 3 clusters Score -2.220843e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 168996 members
Mstep: Class 2 contains 2184 members
Entering Unmasked Estep
Score: -22208424.000000 Penalty: 5977.033691
Iteration 130Q: 3 clusters Score -2.220842e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169005 members
Mstep: Class 2 contains 2175 members
Entering Unmasked Estep
Score: -22208414.000000 Penalty: 5977.033691
Iteration 131Q: 3 clusters Score -2.220841e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169017 members
Mstep: Class 2 contains 2163 members
Entering Unmasked Estep
Score: -22208426.000000 Penalty: 5977.033691
Iteration 132Q: 3 clusters Score -2.220843e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169037 members
Mstep: Class 2 contains 2143 members
Entering Unmasked Estep
Score: -22208414.000000 Penalty: 5977.033691
Iteration 133Q: 3 clusters Score -2.220841e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169055 members
Mstep: Class 2 contains 2125 members
Entering Unmasked Estep
Score: -22208400.000000 Penalty: 5977.033691
Iteration 134Q: 3 clusters Score -2.22084e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169074 members
Mstep: Class 2 contains 2106 members
Entering Unmasked Estep
Score: -22208378.000000 Penalty: 5977.033691
Iteration 135Q: 3 clusters Score -2.220838e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169090 members
Mstep: Class 2 contains 2090 members
Entering Unmasked Estep
Score: -22208372.000000 Penalty: 5977.033691
Iteration 136Q: 3 clusters Score -2.220837e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169102 members
Mstep: Class 2 contains 2078 members
Entering Unmasked Estep
Score: -22208384.000000 Penalty: 5977.033691
Iteration 137Q: 3 clusters Score -2.220838e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169110 members
Mstep: Class 2 contains 2070 members
Entering Unmasked Estep
Score: -22208368.000000 Penalty: 5977.033691
Iteration 138Q: 3 clusters Score -2.220837e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169122 members
Mstep: Class 2 contains 2058 members
Entering Unmasked Estep
Score: -22208360.000000 Penalty: 5977.033691
Iteration 139Q: 3 clusters Score -2.220836e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169134 members
Mstep: Class 2 contains 2046 members
Entering Unmasked Estep
Score: -22208372.000000 Penalty: 5977.033691
Iteration 140F: 3 clusters Score -2.220837e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169142 members
Mstep: Class 2 contains 2038 members
Entering Unmasked Estep
Score: -22208388.000000 Penalty: 5977.033691
Iteration 141Q: 3 clusters Score -2.220839e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169146 members
Mstep: Class 2 contains 2034 members
Entering Unmasked Estep
Score: -22208382.000000 Penalty: 5977.033691
Iteration 142Q: 3 clusters Score -2.220838e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169155 members
Mstep: Class 2 contains 2025 members
Entering Unmasked Estep
Score: -22208386.000000 Penalty: 5977.033691
Iteration 143Q: 3 clusters Score -2.220839e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169162 members
Mstep: Class 2 contains 2018 members
Entering Unmasked Estep
Score: -22208370.000000 Penalty: 5977.033691
Iteration 144Q: 3 clusters Score -2.220837e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169165 members
Mstep: Class 2 contains 2015 members
Entering Unmasked Estep
Score: -22208366.000000 Penalty: 5977.033691
Iteration 145Q: 3 clusters Score -2.220837e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169168 members
Mstep: Class 2 contains 2012 members
Entering Unmasked Estep
Score: -22208366.000000 Penalty: 5977.033691
Iteration 146Q: 3 clusters Score -2.220837e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169170 members
Mstep: Class 2 contains 2010 members
Entering Unmasked Estep
Score: -22208368.000000 Penalty: 5977.033691
Iteration 147Q: 3 clusters Score -2.220837e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169174 members
Mstep: Class 2 contains 2006 members
Entering Unmasked Estep
Score: -22208356.000000 Penalty: 5977.033691
Iteration 148Q: 3 clusters Score -2.220836e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169176 members
Mstep: Class 2 contains 2004 members
Entering Unmasked Estep
Score: -22208360.000000 Penalty: 5977.033691
Iteration 149Q: 3 clusters Score -2.220836e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169176 members
Mstep: Class 2 contains 2004 members
Entering Unmasked Estep
Score: -22208360.000000 Penalty: 5977.033691
Iteration 150Q: 3 clusters Score -2.220836e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169177 members
Mstep: Class 2 contains 2003 members
Entering Unmasked Estep
Score: -22208366.000000 Penalty: 5977.033691
Iteration 151Q: 3 clusters Score -2.220837e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169177 members
Mstep: Class 2 contains 2003 members
Entering Unmasked Estep
Score: -22208366.000000 Penalty: 5977.033691
Iteration 152F: 3 clusters Score -2.220837e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (166635 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166635 members
Entering Unmasked Estep
Score: -21616786.000000 Penalty: 2981.843262
Iteration 0F: 2 clusters Score -2.161679e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 83432 members
Mstep: Class 2 contains 83203 members
Entering Unmasked Estep
Score: -21508148.000000 Penalty: 5963.686523
Iteration 0F: 3 clusters Score -2.150815e+07 nChanged 79822
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86340 members
Mstep: Class 2 contains 80295 members
Entering Unmasked Estep
Score: -21554314.000000 Penalty: 5963.686523
Iteration 1F: 3 clusters Score -2.155431e+07 nChanged 4748
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88106 members
Mstep: Class 2 contains 78529 members
Entering Unmasked Estep
Score: -21555372.000000 Penalty: 5963.686523
Iteration 2Q: 3 clusters Score -2.155537e+07 nChanged 5273
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90815 members
Mstep: Class 2 contains 75820 members
Entering Unmasked Estep
Score: -21556780.000000 Penalty: 5963.686523
Iteration 3Q: 3 clusters Score -2.155678e+07 nChanged 6296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 94939 members
Mstep: Class 2 contains 71696 members
Entering Unmasked Estep
Score: -21558610.000000 Penalty: 5963.686523
Iteration 4Q: 3 clusters Score -2.155861e+07 nChanged 7831
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 100972 members
Mstep: Class 2 contains 65663 members
Entering Unmasked Estep
Score: -21561998.000000 Penalty: 5963.686523
Iteration 5Q: 3 clusters Score -2.1562e+07 nChanged 9933
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 109463 members
Mstep: Class 2 contains 57172 members
Entering Unmasked Estep
Score: -21567590.000000 Penalty: 5963.686523
Iteration 6F: 3 clusters Score -2.156759e+07 nChanged 11693
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 120004 members
Mstep: Class 2 contains 46631 members
Entering Unmasked Estep
Score: -21575752.000000 Penalty: 5963.686523
Iteration 7F: 3 clusters Score -2.157575e+07 nChanged 12012
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 131102 members
Mstep: Class 2 contains 35533 members
Entering Unmasked Estep
Score: -21585804.000000 Penalty: 5963.686523
Iteration 8F: 3 clusters Score -2.15858e+07 nChanged 10281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 140645 members
Mstep: Class 2 contains 25990 members
Entering Unmasked Estep
Score: -21595384.000000 Penalty: 5963.686523
Iteration 9F: 3 clusters Score -2.159538e+07 nChanged 7286
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 147191 members
Mstep: Class 2 contains 19444 members
Entering Unmasked Estep
Score: -21602164.000000 Penalty: 5963.686523
Iteration 10Q: 3 clusters Score -2.160216e+07 nChanged 4628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151203 members
Mstep: Class 2 contains 15432 members
Entering Unmasked Estep
Score: -21606250.000000 Penalty: 5963.686523
Iteration 11Q: 3 clusters Score -2.160625e+07 nChanged 3120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153915 members
Mstep: Class 2 contains 12720 members
Entering Unmasked Estep
Score: -21608790.000000 Penalty: 5963.686523
Iteration 12Q: 3 clusters Score -2.160879e+07 nChanged 2201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 155950 members
Mstep: Class 2 contains 10685 members
Entering Unmasked Estep
Score: -21610218.000000 Penalty: 5963.686523
Iteration 13Q: 3 clusters Score -2.161022e+07 nChanged 1769
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 157659 members
Mstep: Class 2 contains 8976 members
Entering Unmasked Estep
Score: -21611452.000000 Penalty: 5963.686523
Iteration 14Q: 3 clusters Score -2.161145e+07 nChanged 1365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158986 members
Mstep: Class 2 contains 7649 members
Entering Unmasked Estep
Score: -21612344.000000 Penalty: 5963.686523
Iteration 15Q: 3 clusters Score -2.161234e+07 nChanged 1123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 160071 members
Mstep: Class 2 contains 6564 members
Entering Unmasked Estep
Score: -21613014.000000 Penalty: 5963.686523
Iteration 16Q: 3 clusters Score -2.161301e+07 nChanged 898
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 160937 members
Mstep: Class 2 contains 5698 members
Entering Unmasked Estep
Score: -21613440.000000 Penalty: 5963.686523
Iteration 17Q: 3 clusters Score -2.161344e+07 nChanged 724
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 161635 members
Mstep: Class 2 contains 5000 members
Entering Unmasked Estep
Score: -21613722.000000 Penalty: 5963.686523
Iteration 18Q: 3 clusters Score -2.161372e+07 nChanged 594
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162205 members
Mstep: Class 2 contains 4430 members
Entering Unmasked Estep
Score: -21613896.000000 Penalty: 5963.686523
Iteration 19Q: 3 clusters Score -2.16139e+07 nChanged 485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162660 members
Mstep: Class 2 contains 3975 members
Entering Unmasked Estep
Score: -21614120.000000 Penalty: 5963.686523
Iteration 20F: 3 clusters Score -2.161412e+07 nChanged 368
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163010 members
Mstep: Class 2 contains 3625 members
Entering Unmasked Estep
Score: -21614298.000000 Penalty: 5963.686523
Iteration 21Q: 3 clusters Score -2.16143e+07 nChanged 318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163298 members
Mstep: Class 2 contains 3337 members
Entering Unmasked Estep
Score: -21614388.000000 Penalty: 5963.686523
Iteration 22Q: 3 clusters Score -2.161439e+07 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163529 members
Mstep: Class 2 contains 3106 members
Entering Unmasked Estep
Score: -21614480.000000 Penalty: 5963.686523
Iteration 23Q: 3 clusters Score -2.161448e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163694 members
Mstep: Class 2 contains 2941 members
Entering Unmasked Estep
Score: -21614540.000000 Penalty: 5963.686523
Iteration 24Q: 3 clusters Score -2.161454e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163825 members
Mstep: Class 2 contains 2810 members
Entering Unmasked Estep
Score: -21614576.000000 Penalty: 5963.686523
Iteration 25Q: 3 clusters Score -2.161458e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163941 members
Mstep: Class 2 contains 2694 members
Entering Unmasked Estep
Score: -21614552.000000 Penalty: 5963.686523
Iteration 26Q: 3 clusters Score -2.161455e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164048 members
Mstep: Class 2 contains 2587 members
Entering Unmasked Estep
Score: -21614604.000000 Penalty: 5963.686523
Iteration 27Q: 3 clusters Score -2.16146e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164133 members
Mstep: Class 2 contains 2502 members
Entering Unmasked Estep
Score: -21614640.000000 Penalty: 5963.686523
Iteration 28Q: 3 clusters Score -2.161464e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164220 members
Mstep: Class 2 contains 2415 members
Entering Unmasked Estep
Score: -21614728.000000 Penalty: 5963.686523
Iteration 29Q: 3 clusters Score -2.161473e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164285 members
Mstep: Class 2 contains 2350 members
Entering Unmasked Estep
Score: -21614752.000000 Penalty: 5963.686523
Iteration 30Q: 3 clusters Score -2.161475e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164348 members
Mstep: Class 2 contains 2287 members
Entering Unmasked Estep
Score: -21614788.000000 Penalty: 5963.686523
Iteration 31Q: 3 clusters Score -2.161479e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164415 members
Mstep: Class 2 contains 2220 members
Entering Unmasked Estep
Score: -21614790.000000 Penalty: 5963.686523
Iteration 32Q: 3 clusters Score -2.161479e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164485 members
Mstep: Class 2 contains 2150 members
Entering Unmasked Estep
Score: -21614792.000000 Penalty: 5963.686523
Iteration 33Q: 3 clusters Score -2.161479e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164548 members
Mstep: Class 2 contains 2087 members
Entering Unmasked Estep
Score: -21614772.000000 Penalty: 5963.686523
Iteration 34Q: 3 clusters Score -2.161477e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164603 members
Mstep: Class 2 contains 2032 members
Entering Unmasked Estep
Score: -21614782.000000 Penalty: 5963.686523
Iteration 35Q: 3 clusters Score -2.161478e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164656 members
Mstep: Class 2 contains 1979 members
Entering Unmasked Estep
Score: -21614770.000000 Penalty: 5963.686523
Iteration 36Q: 3 clusters Score -2.161477e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164709 members
Mstep: Class 2 contains 1926 members
Entering Unmasked Estep
Score: -21614796.000000 Penalty: 5963.686523
Iteration 37Q: 3 clusters Score -2.16148e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164746 members
Mstep: Class 2 contains 1889 members
Entering Unmasked Estep
Score: -21614802.000000 Penalty: 5963.686523
Iteration 38Q: 3 clusters Score -2.16148e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164775 members
Mstep: Class 2 contains 1860 members
Entering Unmasked Estep
Score: -21614824.000000 Penalty: 5963.686523
Iteration 39Q: 3 clusters Score -2.161482e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164799 members
Mstep: Class 2 contains 1836 members
Entering Unmasked Estep
Score: -21614824.000000 Penalty: 5963.686523
Iteration 40F: 3 clusters Score -2.161482e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164819 members
Mstep: Class 2 contains 1816 members
Entering Unmasked Estep
Score: -21614844.000000 Penalty: 5963.686523
Iteration 41Q: 3 clusters Score -2.161484e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164846 members
Mstep: Class 2 contains 1789 members
Entering Unmasked Estep
Score: -21614842.000000 Penalty: 5963.686523
Iteration 42Q: 3 clusters Score -2.161484e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164865 members
Mstep: Class 2 contains 1770 members
Entering Unmasked Estep
Score: -21614856.000000 Penalty: 5963.686523
Iteration 43Q: 3 clusters Score -2.161486e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164879 members
Mstep: Class 2 contains 1756 members
Entering Unmasked Estep
Score: -21614856.000000 Penalty: 5963.686523
Iteration 44Q: 3 clusters Score -2.161486e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164889 members
Mstep: Class 2 contains 1746 members
Entering Unmasked Estep
Score: -21614856.000000 Penalty: 5963.686523
Iteration 45Q: 3 clusters Score -2.161486e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164894 members
Mstep: Class 2 contains 1741 members
Entering Unmasked Estep
Score: -21614842.000000 Penalty: 5963.686523
Iteration 46Q: 3 clusters Score -2.161484e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164905 members
Mstep: Class 2 contains 1730 members
Entering Unmasked Estep
Score: -21614842.000000 Penalty: 5963.686523
Iteration 47Q: 3 clusters Score -2.161484e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164911 members
Mstep: Class 2 contains 1724 members
Entering Unmasked Estep
Score: -21614836.000000 Penalty: 5963.686523
Iteration 48Q: 3 clusters Score -2.161484e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164913 members
Mstep: Class 2 contains 1722 members
Entering Unmasked Estep
Score: -21614826.000000 Penalty: 5963.686523
Iteration 49Q: 3 clusters Score -2.161483e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 164913 members
Mstep: Class 2 contains 1722 members
Entering Unmasked Estep
Score: -21614826.000000 Penalty: 5963.686523
Iteration 50F: 3 clusters Score -2.161483e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 4 (178243 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 178243 members
Entering Unmasked Estep
Score: -22881078.000000 Penalty: 2998.543945
Iteration 0F: 2 clusters Score -2.288108e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89032 members
Mstep: Class 2 contains 89211 members
Entering Unmasked Estep
Score: -22763750.000000 Penalty: 5997.087891
Iteration 0F: 3 clusters Score -2.276375e+07 nChanged 85517
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88939 members
Mstep: Class 2 contains 89304 members
Entering Unmasked Estep
Score: -22814080.000000 Penalty: 5997.087891
Iteration 1F: 3 clusters Score -2.281408e+07 nChanged 4678
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88457 members
Mstep: Class 2 contains 89786 members
Entering Unmasked Estep
Score: -22814968.000000 Penalty: 5997.087891
Iteration 2Q: 3 clusters Score -2.281497e+07 nChanged 4566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87759 members
Mstep: Class 2 contains 90484 members
Entering Unmasked Estep
Score: -22816008.000000 Penalty: 5997.087891
Iteration 3Q: 3 clusters Score -2.281601e+07 nChanged 4736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 86663 members
Mstep: Class 2 contains 91580 members
Entering Unmasked Estep
Score: -22816906.000000 Penalty: 5997.087891
Iteration 4Q: 3 clusters Score -2.281691e+07 nChanged 5145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 85136 members
Mstep: Class 2 contains 93107 members
Entering Unmasked Estep
Score: -22818352.000000 Penalty: 5997.087891
Iteration 5Q: 3 clusters Score -2.281835e+07 nChanged 5660
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82832 members
Mstep: Class 2 contains 95411 members
Entering Unmasked Estep
Score: -22819916.000000 Penalty: 5997.087891
Iteration 6Q: 3 clusters Score -2.281992e+07 nChanged 6563
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79625 members
Mstep: Class 2 contains 98618 members
Entering Unmasked Estep
Score: -22822610.000000 Penalty: 5997.087891
Iteration 7Q: 3 clusters Score -2.282261e+07 nChanged 7822
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75185 members
Mstep: Class 2 contains 103058 members
Entering Unmasked Estep
Score: -22826508.000000 Penalty: 5997.087891
Iteration 8Q: 3 clusters Score -2.282651e+07 nChanged 9517
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69524 members
Mstep: Class 2 contains 108719 members
Entering Unmasked Estep
Score: -22832970.000000 Penalty: 5997.087891
Iteration 9F: 3 clusters Score -2.283297e+07 nChanged 10677
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63657 members
Mstep: Class 2 contains 114586 members
Entering Unmasked Estep
Score: -22840882.000000 Penalty: 5997.087891
Iteration 10F: 3 clusters Score -2.284088e+07 nChanged 10340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58739 members
Mstep: Class 2 contains 119504 members
Entering Unmasked Estep
Score: -22848080.000000 Penalty: 5997.087891
Iteration 11F: 3 clusters Score -2.284808e+07 nChanged 8238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55047 members
Mstep: Class 2 contains 123196 members
Entering Unmasked Estep
Score: -22852390.000000 Penalty: 5997.087891
Iteration 12Q: 3 clusters Score -2.285239e+07 nChanged 5524
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51951 members
Mstep: Class 2 contains 126292 members
Entering Unmasked Estep
Score: -22854486.000000 Penalty: 5997.087891
Iteration 13Q: 3 clusters Score -2.285449e+07 nChanged 3817
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48908 members
Mstep: Class 2 contains 129335 members
Entering Unmasked Estep
Score: -22855822.000000 Penalty: 5997.087891
Iteration 14Q: 3 clusters Score -2.285582e+07 nChanged 3278
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45830 members
Mstep: Class 2 contains 132413 members
Entering Unmasked Estep
Score: -22857152.000000 Penalty: 5997.087891
Iteration 15Q: 3 clusters Score -2.285715e+07 nChanged 3164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42720 members
Mstep: Class 2 contains 135523 members
Entering Unmasked Estep
Score: -22858428.000000 Penalty: 5997.087891
Iteration 16Q: 3 clusters Score -2.285843e+07 nChanged 3128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39610 members
Mstep: Class 2 contains 138633 members
Entering Unmasked Estep
Score: -22859602.000000 Penalty: 5997.087891
Iteration 17Q: 3 clusters Score -2.28596e+07 nChanged 3259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36355 members
Mstep: Class 2 contains 141888 members
Entering Unmasked Estep
Score: -22861094.000000 Penalty: 5997.087891
Iteration 18Q: 3 clusters Score -2.286109e+07 nChanged 3271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33088 members
Mstep: Class 2 contains 145155 members
Entering Unmasked Estep
Score: -22862608.000000 Penalty: 5997.087891
Iteration 19Q: 3 clusters Score -2.286261e+07 nChanged 3335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29759 members
Mstep: Class 2 contains 148484 members
Entering Unmasked Estep
Score: -22864282.000000 Penalty: 5997.087891
Iteration 20F: 3 clusters Score -2.286428e+07 nChanged 3332
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26427 members
Mstep: Class 2 contains 151816 members
Entering Unmasked Estep
Score: -22865794.000000 Penalty: 5997.087891
Iteration 21Q: 3 clusters Score -2.286579e+07 nChanged 3155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23272 members
Mstep: Class 2 contains 154971 members
Entering Unmasked Estep
Score: -22867372.000000 Penalty: 5997.087891
Iteration 22Q: 3 clusters Score -2.286737e+07 nChanged 2995
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20279 members
Mstep: Class 2 contains 157964 members
Entering Unmasked Estep
Score: -22868962.000000 Penalty: 5997.087891
Iteration 23Q: 3 clusters Score -2.286896e+07 nChanged 2768
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17513 members
Mstep: Class 2 contains 160730 members
Entering Unmasked Estep
Score: -22870320.000000 Penalty: 5997.087891
Iteration 24Q: 3 clusters Score -2.287032e+07 nChanged 2490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15025 members
Mstep: Class 2 contains 163218 members
Entering Unmasked Estep
Score: -22871602.000000 Penalty: 5997.087891
Iteration 25Q: 3 clusters Score -2.28716e+07 nChanged 2246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12789 members
Mstep: Class 2 contains 165454 members
Entering Unmasked Estep
Score: -22872740.000000 Penalty: 5997.087891
Iteration 26Q: 3 clusters Score -2.287274e+07 nChanged 1958
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10839 members
Mstep: Class 2 contains 167404 members
Entering Unmasked Estep
Score: -22873840.000000 Penalty: 5997.087891
Iteration 27Q: 3 clusters Score -2.287384e+07 nChanged 1679
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9168 members
Mstep: Class 2 contains 169075 members
Entering Unmasked Estep
Score: -22874742.000000 Penalty: 5997.087891
Iteration 28Q: 3 clusters Score -2.287474e+07 nChanged 1463
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7721 members
Mstep: Class 2 contains 170522 members
Entering Unmasked Estep
Score: -22875468.000000 Penalty: 5997.087891
Iteration 29Q: 3 clusters Score -2.287547e+07 nChanged 1214
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6529 members
Mstep: Class 2 contains 171714 members
Entering Unmasked Estep
Score: -22876050.000000 Penalty: 5997.087891
Iteration 30Q: 3 clusters Score -2.287605e+07 nChanged 1015
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5538 members
Mstep: Class 2 contains 172705 members
Entering Unmasked Estep
Score: -22876550.000000 Penalty: 5997.087891
Iteration 31Q: 3 clusters Score -2.287655e+07 nChanged 812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4748 members
Mstep: Class 2 contains 173495 members
Entering Unmasked Estep
Score: -22876872.000000 Penalty: 5997.087891
Iteration 32Q: 3 clusters Score -2.287687e+07 nChanged 653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4123 members
Mstep: Class 2 contains 174120 members
Entering Unmasked Estep
Score: -22877158.000000 Penalty: 5997.087891
Iteration 33Q: 3 clusters Score -2.287716e+07 nChanged 535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3614 members
Mstep: Class 2 contains 174629 members
Entering Unmasked Estep
Score: -22877378.000000 Penalty: 5997.087891
Iteration 34Q: 3 clusters Score -2.287738e+07 nChanged 439
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3211 members
Mstep: Class 2 contains 175032 members
Entering Unmasked Estep
Score: -22877530.000000 Penalty: 5997.087891
Iteration 35Q: 3 clusters Score -2.287753e+07 nChanged 351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2890 members
Mstep: Class 2 contains 175353 members
Entering Unmasked Estep
Score: -22877654.000000 Penalty: 5997.087891
Iteration 36Q: 3 clusters Score -2.287765e+07 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2618 members
Mstep: Class 2 contains 175625 members
Entering Unmasked Estep
Score: -22877784.000000 Penalty: 5997.087891
Iteration 37Q: 3 clusters Score -2.287778e+07 nChanged 234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2404 members
Mstep: Class 2 contains 175839 members
Entering Unmasked Estep
Score: -22877870.000000 Penalty: 5997.087891
Iteration 38Q: 3 clusters Score -2.287787e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2240 members
Mstep: Class 2 contains 176003 members
Entering Unmasked Estep
Score: -22877952.000000 Penalty: 5997.087891
Iteration 39Q: 3 clusters Score -2.287795e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2105 members
Mstep: Class 2 contains 176138 members
Entering Unmasked Estep
Score: -22878020.000000 Penalty: 5997.087891
Iteration 40F: 3 clusters Score -2.287802e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1987 members
Mstep: Class 2 contains 176256 members
Entering Unmasked Estep
Score: -22878084.000000 Penalty: 5997.087891
Iteration 41Q: 3 clusters Score -2.287808e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1897 members
Mstep: Class 2 contains 176346 members
Entering Unmasked Estep
Score: -22878110.000000 Penalty: 5997.087891
Iteration 42Q: 3 clusters Score -2.287811e+07 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1828 members
Mstep: Class 2 contains 176415 members
Entering Unmasked Estep
Score: -22878150.000000 Penalty: 5997.087891
Iteration 43Q: 3 clusters Score -2.287815e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1759 members
Mstep: Class 2 contains 176484 members
Entering Unmasked Estep
Score: -22878192.000000 Penalty: 5997.087891
Iteration 44Q: 3 clusters Score -2.287819e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1700 members
Mstep: Class 2 contains 176543 members
Entering Unmasked Estep
Score: -22878234.000000 Penalty: 5997.087891
Iteration 45Q: 3 clusters Score -2.287823e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1640 members
Mstep: Class 2 contains 176603 members
Entering Unmasked Estep
Score: -22878242.000000 Penalty: 5997.087891
Iteration 46Q: 3 clusters Score -2.287824e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1588 members
Mstep: Class 2 contains 176655 members
Entering Unmasked Estep
Score: -22878264.000000 Penalty: 5997.087891
Iteration 47Q: 3 clusters Score -2.287826e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1553 members
Mstep: Class 2 contains 176690 members
Entering Unmasked Estep
Score: -22878302.000000 Penalty: 5997.087891
Iteration 48Q: 3 clusters Score -2.28783e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1521 members
Mstep: Class 2 contains 176722 members
Entering Unmasked Estep
Score: -22878322.000000 Penalty: 5997.087891
Iteration 49Q: 3 clusters Score -2.287832e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1493 members
Mstep: Class 2 contains 176750 members
Entering Unmasked Estep
Score: -22878346.000000 Penalty: 5997.087891
Iteration 50Q: 3 clusters Score -2.287835e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1465 members
Mstep: Class 2 contains 176778 members
Entering Unmasked Estep
Score: -22878348.000000 Penalty: 5997.087891
Iteration 51Q: 3 clusters Score -2.287835e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1443 members
Mstep: Class 2 contains 176800 members
Entering Unmasked Estep
Score: -22878374.000000 Penalty: 5997.087891
Iteration 52Q: 3 clusters Score -2.287837e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1428 members
Mstep: Class 2 contains 176815 members
Entering Unmasked Estep
Score: -22878380.000000 Penalty: 5997.087891
Iteration 53Q: 3 clusters Score -2.287838e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1407 members
Mstep: Class 2 contains 176836 members
Entering Unmasked Estep
Score: -22878380.000000 Penalty: 5997.087891
Iteration 54Q: 3 clusters Score -2.287838e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1395 members
Mstep: Class 2 contains 176848 members
Entering Unmasked Estep
Score: -22878366.000000 Penalty: 5997.087891
Iteration 55Q: 3 clusters Score -2.287837e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1384 members
Mstep: Class 2 contains 176859 members
Entering Unmasked Estep
Score: -22878392.000000 Penalty: 5997.087891
Iteration 56Q: 3 clusters Score -2.287839e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1377 members
Mstep: Class 2 contains 176866 members
Entering Unmasked Estep
Score: -22878402.000000 Penalty: 5997.087891
Iteration 57Q: 3 clusters Score -2.28784e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1371 members
Mstep: Class 2 contains 176872 members
Entering Unmasked Estep
Score: -22878406.000000 Penalty: 5997.087891
Iteration 58Q: 3 clusters Score -2.287841e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1360 members
Mstep: Class 2 contains 176883 members
Entering Unmasked Estep
Score: -22878416.000000 Penalty: 5997.087891
Iteration 59Q: 3 clusters Score -2.287842e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1352 members
Mstep: Class 2 contains 176891 members
Entering Unmasked Estep
Score: -22878426.000000 Penalty: 5997.087891
Iteration 60F: 3 clusters Score -2.287843e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1344 members
Mstep: Class 2 contains 176899 members
Entering Unmasked Estep
Score: -22878434.000000 Penalty: 5997.087891
Iteration 61Q: 3 clusters Score -2.287843e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1338 members
Mstep: Class 2 contains 176905 members
Entering Unmasked Estep
Score: -22878426.000000 Penalty: 5997.087891
Iteration 62Q: 3 clusters Score -2.287843e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1330 members
Mstep: Class 2 contains 176913 members
Entering Unmasked Estep
Score: -22878422.000000 Penalty: 5997.087891
Iteration 63Q: 3 clusters Score -2.287842e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1327 members
Mstep: Class 2 contains 176916 members
Entering Unmasked Estep
Score: -22878432.000000 Penalty: 5997.087891
Iteration 64Q: 3 clusters Score -2.287843e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1324 members
Mstep: Class 2 contains 176919 members
Entering Unmasked Estep
Score: -22878422.000000 Penalty: 5997.087891
Iteration 65Q: 3 clusters Score -2.287842e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1322 members
Mstep: Class 2 contains 176921 members
Entering Unmasked Estep
Score: -22878424.000000 Penalty: 5997.087891
Iteration 66Q: 3 clusters Score -2.287842e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1322 members
Mstep: Class 2 contains 176921 members
Entering Unmasked Estep
Score: -22878424.000000 Penalty: 5997.087891
Iteration 67F: 3 clusters Score -2.287842e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 5 (1198 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1198 members
Entering Unmasked Estep
Score: -143771.578125 Penalty: 1757.925415
Iteration 0F: 2 clusters Score -143771.6 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 599 members
Mstep: Class 2 contains 599 members
Entering Unmasked Estep
Score: -141777.734375 Penalty: 3515.850830
Iteration 0F: 3 clusters Score -141777.7 nChanged 314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 609 members
Mstep: Class 2 contains 589 members
Entering Unmasked Estep
Score: -142082.234375 Penalty: 3515.850830
Iteration 1F: 3 clusters Score -142082.2 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 633 members
Mstep: Class 2 contains 565 members
Entering Unmasked Estep
Score: -142163.828125 Penalty: 3515.850830
Iteration 2F: 3 clusters Score -142163.8 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 661 members
Mstep: Class 2 contains 537 members
Entering Unmasked Estep
Score: -142212.343750 Penalty: 3515.850830
Iteration 3Q: 3 clusters Score -142212.3 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 688 members
Mstep: Class 2 contains 510 members
Entering Unmasked Estep
Score: -142263.562500 Penalty: 3515.850830
Iteration 4Q: 3 clusters Score -142263.6 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 716 members
Mstep: Class 2 contains 482 members
Entering Unmasked Estep
Score: -142301.625000 Penalty: 3515.850830
Iteration 5Q: 3 clusters Score -142301.6 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 736 members
Mstep: Class 2 contains 462 members
Entering Unmasked Estep
Score: -142357.359375 Penalty: 3515.850830
Iteration 6Q: 3 clusters Score -142357.4 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 756 members
Mstep: Class 2 contains 442 members
Entering Unmasked Estep
Score: -142453.031250 Penalty: 3515.850830
Iteration 7Q: 3 clusters Score -142453 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 784 members
Mstep: Class 2 contains 414 members
Entering Unmasked Estep
Score: -142553.453125 Penalty: 3515.850830
Iteration 8Q: 3 clusters Score -142553.5 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 822 members
Mstep: Class 2 contains 376 members
Entering Unmasked Estep
Score: -142670.281250 Penalty: 3515.850830
Iteration 9Q: 3 clusters Score -142670.3 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 846 members
Mstep: Class 2 contains 352 members
Entering Unmasked Estep
Score: -142811.609375 Penalty: 3515.850830
Iteration 10Q: 3 clusters Score -142811.6 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 853 members
Mstep: Class 2 contains 345 members
Entering Unmasked Estep
Score: -142921.296875 Penalty: 3515.850830
Iteration 11Q: 3 clusters Score -142921.3 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 861 members
Mstep: Class 2 contains 337 members
Entering Unmasked Estep
Score: -142982.453125 Penalty: 3515.850830
Iteration 12Q: 3 clusters Score -142982.5 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 859 members
Mstep: Class 2 contains 339 members
Entering Unmasked Estep
Score: -143047.640625 Penalty: 3515.850830
Iteration 13Q: 3 clusters Score -143047.6 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 861 members
Mstep: Class 2 contains 337 members
Entering Unmasked Estep
Score: -143081.359375 Penalty: 3515.850830
Iteration 14Q: 3 clusters Score -143081.4 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 863 members
Mstep: Class 2 contains 335 members
Entering Unmasked Estep
Score: -143099.984375 Penalty: 3515.850830
Iteration 15Q: 3 clusters Score -143100 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 863 members
Mstep: Class 2 contains 335 members
Entering Unmasked Estep
Score: -143112.125000 Penalty: 3515.850830
Iteration 16Q: 3 clusters Score -143112.1 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 862 members
Mstep: Class 2 contains 336 members
Entering Unmasked Estep
Score: -143122.687500 Penalty: 3515.850830
Iteration 17Q: 3 clusters Score -143122.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 862 members
Mstep: Class 2 contains 336 members
Entering Unmasked Estep
Score: -143124.468750 Penalty: 3515.850830
Iteration 18Q: 3 clusters Score -143124.5 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 862 members
Mstep: Class 2 contains 336 members
Entering Unmasked Estep
Score: -143124.468750 Penalty: 3515.850830
Iteration 19F: 3 clusters Score -143124.5 nChanged 0
Entering ConstructFrom:
Trying to split cluster 6 (631 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 631 members
Entering Unmasked Estep
Score: -62019.058594 Penalty: 1598.931763
Iteration 0F: 2 clusters Score -62019.06 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 312 members
Mstep: Class 2 contains 319 members
Entering Unmasked Estep
Score: -60399.222656 Penalty: 3197.863525
Iteration 0F: 3 clusters Score -60399.22 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 329 members
Mstep: Class 2 contains 302 members
Entering Unmasked Estep
Score: -60694.382812 Penalty: 3197.863525
Iteration 1F: 3 clusters Score -60694.38 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 345 members
Mstep: Class 2 contains 286 members
Entering Unmasked Estep
Score: -60840.507812 Penalty: 3197.863525
Iteration 2F: 3 clusters Score -60840.51 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 352 members
Mstep: Class 2 contains 279 members
Entering Unmasked Estep
Score: -60938.839844 Penalty: 3197.863525
Iteration 3Q: 3 clusters Score -60938.84 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 359 members
Mstep: Class 2 contains 272 members
Entering Unmasked Estep
Score: -61022.812500 Penalty: 3197.863525
Iteration 4Q: 3 clusters Score -61022.81 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 377 members
Mstep: Class 2 contains 254 members
Entering Unmasked Estep
Score: -61142.691406 Penalty: 3197.863525
Iteration 5Q: 3 clusters Score -61142.69 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 389 members
Mstep: Class 2 contains 242 members
Entering Unmasked Estep
Score: -61328.273438 Penalty: 3197.863525
Iteration 6F: 3 clusters Score -61328.27 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 399 members
Mstep: Class 2 contains 232 members
Entering Unmasked Estep
Score: -61494.691406 Penalty: 3197.863525
Iteration 7F: 3 clusters Score -61494.69 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 401 members
Mstep: Class 2 contains 230 members
Entering Unmasked Estep
Score: -61682.562500 Penalty: 3197.863525
Iteration 8Q: 3 clusters Score -61682.56 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 399 members
Mstep: Class 2 contains 232 members
Entering Unmasked Estep
Score: -61981.812500 Penalty: 3197.863525
Iteration 9Q: 3 clusters Score -61981.81 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 394 members
Mstep: Class 2 contains 237 members
Entering Unmasked Estep
Score: -62694.484375 Penalty: 3197.863525
Iteration 10Q: 3 clusters Score -62694.48 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 401 members
Mstep: Class 2 contains 230 members
Entering Unmasked Estep
Score: -62796.835938 Penalty: 3197.863525
Iteration 11Q: 3 clusters Score -62796.84 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 403 members
Mstep: Class 2 contains 228 members
Entering Unmasked Estep
Score: -62826.621094 Penalty: 3197.863525
Iteration 12Q: 3 clusters Score -62826.62 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 403 members
Mstep: Class 2 contains 228 members
Entering Unmasked Estep
Score: -62848.066406 Penalty: 3197.863525
Iteration 13Q: 3 clusters Score -62848.07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 405 members
Mstep: Class 2 contains 226 members
Entering Unmasked Estep
Score: -62884.968750 Penalty: 3197.863525
Iteration 14Q: 3 clusters Score -62884.97 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 401 members
Mstep: Class 2 contains 230 members
Entering Unmasked Estep
Score: -62976.175781 Penalty: 3197.863525
Iteration 15Q: 3 clusters Score -62976.18 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 399 members
Mstep: Class 2 contains 232 members
Entering Unmasked Estep
Score: -63016.832031 Penalty: 3197.863525
Iteration 16Q: 3 clusters Score -63016.83 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 400 members
Mstep: Class 2 contains 231 members
Entering Unmasked Estep
Score: -63018.558594 Penalty: 3197.863525
Iteration 17Q: 3 clusters Score -63018.56 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 400 members
Mstep: Class 2 contains 231 members
Entering Unmasked Estep
Score: -63025.335938 Penalty: 3197.863525
Iteration 18F: 3 clusters Score -63025.34 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 403 members
Mstep: Class 2 contains 228 members
Entering Unmasked Estep
Score: -63035.277344 Penalty: 3197.863525
Iteration 19Q: 3 clusters Score -63035.28 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 406 members
Mstep: Class 2 contains 225 members
Entering Unmasked Estep
Score: -63047.078125 Penalty: 3197.863525
Iteration 20F: 3 clusters Score -63047.08 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 410 members
Mstep: Class 2 contains 221 members
Entering Unmasked Estep
Score: -63087.171875 Penalty: 3197.863525
Iteration 21Q: 3 clusters Score -63087.17 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 415 members
Mstep: Class 2 contains 216 members
Entering Unmasked Estep
Score: -63119.339844 Penalty: 3197.863525
Iteration 22Q: 3 clusters Score -63119.34 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 419 members
Mstep: Class 2 contains 212 members
Entering Unmasked Estep
Score: -63141.617188 Penalty: 3197.863525
Iteration 23Q: 3 clusters Score -63141.62 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 419 members
Mstep: Class 2 contains 212 members
Entering Unmasked Estep
Score: -63141.617188 Penalty: 3197.863525
Iteration 24F: 3 clusters Score -63141.62 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171180 members
Mstep: Class 3 contains 166635 members
Mstep: Class 4 contains 178243 members
Mstep: Class 5 contains 1198 members
Mstep: Class 6 contains 419 members
Mstep: Class 7 contains 68894 members
Mstep: Class 8 contains 25659 members
Mstep: Class 9 contains 174140 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176193 members
Mstep: Class 13 contains 19187 members
Mstep: Class 14 contains 185854 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9021 members
Mstep: Class 17 contains 57098 members
Mstep: Class 18 contains 30240 members
Mstep: Class 19 contains 14309 members
Mstep: Class 20 contains 30425 members
Mstep: Class 21 contains 770 members
Mstep: Class 22 contains 212 members
Entering Unmasked Estep
Score: -166430912.000000 Penalty: 76877.992188
Splitting cluster 6 changes total score from -166431440.000000 to -166430912.000000
So it's not getting split.
Entering ConstructFrom:
Trying to split cluster 7 (68894 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68894 members
Entering Unmasked Estep
Score: -8622767.000000 Penalty: 2762.800537
Iteration 0F: 2 clusters Score -8622767 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34420 members
Mstep: Class 2 contains 34474 members
Entering Unmasked Estep
Score: -8576421.000000 Penalty: 5525.601074
Iteration 0F: 3 clusters Score -8576421 nChanged 32345
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33741 members
Mstep: Class 2 contains 35153 members
Entering Unmasked Estep
Score: -8594480.000000 Penalty: 5525.601074
Iteration 1F: 3 clusters Score -8594480 nChanged 2342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33373 members
Mstep: Class 2 contains 35521 members
Entering Unmasked Estep
Score: -8595001.000000 Penalty: 5525.601074
Iteration 2Q: 3 clusters Score -8595001 nChanged 2187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32832 members
Mstep: Class 2 contains 36062 members
Entering Unmasked Estep
Score: -8595454.000000 Penalty: 5525.601074
Iteration 3Q: 3 clusters Score -8595454 nChanged 2132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31990 members
Mstep: Class 2 contains 36904 members
Entering Unmasked Estep
Score: -8595968.000000 Penalty: 5525.601074
Iteration 4Q: 3 clusters Score -8595968 nChanged 2177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30847 members
Mstep: Class 2 contains 38047 members
Entering Unmasked Estep
Score: -8596561.000000 Penalty: 5525.601074
Iteration 5Q: 3 clusters Score -8596561 nChanged 2412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29187 members
Mstep: Class 2 contains 39707 members
Entering Unmasked Estep
Score: -8597341.000000 Penalty: 5525.601074
Iteration 6Q: 3 clusters Score -8597341 nChanged 2824
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26849 members
Mstep: Class 2 contains 42045 members
Entering Unmasked Estep
Score: -8598559.000000 Penalty: 5525.601074
Iteration 7Q: 3 clusters Score -8598559 nChanged 3415
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23734 members
Mstep: Class 2 contains 45160 members
Entering Unmasked Estep
Score: -8600451.000000 Penalty: 5525.601074
Iteration 8Q: 3 clusters Score -8600451 nChanged 4231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19669 members
Mstep: Class 2 contains 49225 members
Entering Unmasked Estep
Score: -8603407.000000 Penalty: 5525.601074
Iteration 9F: 3 clusters Score -8603407 nChanged 4895
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14844 members
Mstep: Class 2 contains 54050 members
Entering Unmasked Estep
Score: -8607465.000000 Penalty: 5525.601074
Iteration 10F: 3 clusters Score -8607465 nChanged 4925
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9969 members
Mstep: Class 2 contains 58925 members
Entering Unmasked Estep
Score: -8611988.000000 Penalty: 5525.601074
Iteration 11F: 3 clusters Score -8611988 nChanged 3834
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6157 members
Mstep: Class 2 contains 62737 members
Entering Unmasked Estep
Score: -8615427.000000 Penalty: 5525.601074
Iteration 12F: 3 clusters Score -8615427 nChanged 2490
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3681 members
Mstep: Class 2 contains 65213 members
Entering Unmasked Estep
Score: -8617705.000000 Penalty: 5525.601074
Iteration 13Q: 3 clusters Score -8617705 nChanged 1434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2273 members
Mstep: Class 2 contains 66621 members
Entering Unmasked Estep
Score: -8618933.000000 Penalty: 5525.601074
Iteration 14Q: 3 clusters Score -8618933 nChanged 756
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1551 members
Mstep: Class 2 contains 67343 members
Entering Unmasked Estep
Score: -8619620.000000 Penalty: 5525.601074
Iteration 15Q: 3 clusters Score -8619620 nChanged 379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1218 members
Mstep: Class 2 contains 67676 members
Entering Unmasked Estep
Score: -8619982.000000 Penalty: 5525.601074
Iteration 16Q: 3 clusters Score -8619982 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1068 members
Mstep: Class 2 contains 67826 members
Entering Unmasked Estep
Score: -8620138.000000 Penalty: 5525.601074
Iteration 17Q: 3 clusters Score -8620138 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 995 members
Mstep: Class 2 contains 67899 members
Entering Unmasked Estep
Score: -8620235.000000 Penalty: 5525.601074
Iteration 18Q: 3 clusters Score -8620235 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 952 members
Mstep: Class 2 contains 67942 members
Entering Unmasked Estep
Score: -8620291.000000 Penalty: 5525.601074
Iteration 19Q: 3 clusters Score -8620291 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 925 members
Mstep: Class 2 contains 67969 members
Entering Unmasked Estep
Score: -8620357.000000 Penalty: 5525.601074
Iteration 20F: 3 clusters Score -8620357 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 902 members
Mstep: Class 2 contains 67992 members
Entering Unmasked Estep
Score: -8620393.000000 Penalty: 5525.601074
Iteration 21Q: 3 clusters Score -8620393 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 889 members
Mstep: Class 2 contains 68005 members
Entering Unmasked Estep
Score: -8620429.000000 Penalty: 5525.601074
Iteration 22Q: 3 clusters Score -8620429 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 875 members
Mstep: Class 2 contains 68019 members
Entering Unmasked Estep
Score: -8620468.000000 Penalty: 5525.601074
Iteration 23Q: 3 clusters Score -8620468 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 869 members
Mstep: Class 2 contains 68025 members
Entering Unmasked Estep
Score: -8620496.000000 Penalty: 5525.601074
Iteration 24Q: 3 clusters Score -8620496 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 860 members
Mstep: Class 2 contains 68034 members
Entering Unmasked Estep
Score: -8620495.000000 Penalty: 5525.601074
Iteration 25Q: 3 clusters Score -8620495 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 857 members
Mstep: Class 2 contains 68037 members
Entering Unmasked Estep
Score: -8620515.000000 Penalty: 5525.601074
Iteration 26Q: 3 clusters Score -8620515 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 859 members
Mstep: Class 2 contains 68035 members
Entering Unmasked Estep
Score: -8620519.000000 Penalty: 5525.601074
Iteration 27Q: 3 clusters Score -8620519 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 863 members
Mstep: Class 2 contains 68031 members
Entering Unmasked Estep
Score: -8620522.000000 Penalty: 5525.601074
Iteration 28Q: 3 clusters Score -8620522 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 865 members
Mstep: Class 2 contains 68029 members
Entering Unmasked Estep
Score: -8620520.000000 Penalty: 5525.601074
Iteration 29Q: 3 clusters Score -8620520 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 865 members
Mstep: Class 2 contains 68029 members
Entering Unmasked Estep
Score: -8620520.000000 Penalty: 5525.601074
Iteration 30F: 3 clusters Score -8620520 nChanged 0
Entering ConstructFrom:
Trying to split cluster 8 (25659 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25659 members
Entering Unmasked Estep
Score: -3347375.500000 Penalty: 2517.857178
Iteration 0F: 2 clusters Score -3347376 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12836 members
Mstep: Class 2 contains 12823 members
Entering Unmasked Estep
Score: -3329651.000000 Penalty: 5035.714355
Iteration 0F: 3 clusters Score -3329651 nChanged 11420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13100 members
Mstep: Class 2 contains 12559 members
Entering Unmasked Estep
Score: -3335578.250000 Penalty: 5035.714355
Iteration 1F: 3 clusters Score -3335578 nChanged 1301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13313 members
Mstep: Class 2 contains 12346 members
Entering Unmasked Estep
Score: -3336051.250000 Penalty: 5035.714355
Iteration 2F: 3 clusters Score -3336051 nChanged 1159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13550 members
Mstep: Class 2 contains 12109 members
Entering Unmasked Estep
Score: -3336473.500000 Penalty: 5035.714355
Iteration 3Q: 3 clusters Score -3336474 nChanged 1144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13856 members
Mstep: Class 2 contains 11803 members
Entering Unmasked Estep
Score: -3336921.500000 Penalty: 5035.714355
Iteration 4Q: 3 clusters Score -3336922 nChanged 1090
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14320 members
Mstep: Class 2 contains 11339 members
Entering Unmasked Estep
Score: -3337406.250000 Penalty: 5035.714355
Iteration 5Q: 3 clusters Score -3337406 nChanged 1229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15023 members
Mstep: Class 2 contains 10636 members
Entering Unmasked Estep
Score: -3338051.250000 Penalty: 5035.714355
Iteration 6Q: 3 clusters Score -3338051 nChanged 1387
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15908 members
Mstep: Class 2 contains 9751 members
Entering Unmasked Estep
Score: -3338861.250000 Penalty: 5035.714355
Iteration 7F: 3 clusters Score -3338861 nChanged 1531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17017 members
Mstep: Class 2 contains 8642 members
Entering Unmasked Estep
Score: -3339964.750000 Penalty: 5035.714355
Iteration 8F: 3 clusters Score -3339965 nChanged 1598
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18215 members
Mstep: Class 2 contains 7444 members
Entering Unmasked Estep
Score: -3341280.750000 Penalty: 5035.714355
Iteration 9F: 3 clusters Score -3341281 nChanged 1581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19380 members
Mstep: Class 2 contains 6279 members
Entering Unmasked Estep
Score: -3342649.750000 Penalty: 5035.714355
Iteration 10F: 3 clusters Score -3342650 nChanged 1204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20230 members
Mstep: Class 2 contains 5429 members
Entering Unmasked Estep
Score: -3343666.500000 Penalty: 5035.714355
Iteration 11Q: 3 clusters Score -3343666 nChanged 787
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20805 members
Mstep: Class 2 contains 4854 members
Entering Unmasked Estep
Score: -3344267.500000 Penalty: 5035.714355
Iteration 12Q: 3 clusters Score -3344268 nChanged 481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21162 members
Mstep: Class 2 contains 4497 members
Entering Unmasked Estep
Score: -3344533.500000 Penalty: 5035.714355
Iteration 13Q: 3 clusters Score -3344534 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21435 members
Mstep: Class 2 contains 4224 members
Entering Unmasked Estep
Score: -3344689.500000 Penalty: 5035.714355
Iteration 14Q: 3 clusters Score -3344690 nChanged 258
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21661 members
Mstep: Class 2 contains 3998 members
Entering Unmasked Estep
Score: -3344793.500000 Penalty: 5035.714355
Iteration 15Q: 3 clusters Score -3344794 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21849 members
Mstep: Class 2 contains 3810 members
Entering Unmasked Estep
Score: -3344869.750000 Penalty: 5035.714355
Iteration 16Q: 3 clusters Score -3344870 nChanged 201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22044 members
Mstep: Class 2 contains 3615 members
Entering Unmasked Estep
Score: -3344940.000000 Penalty: 5035.714355
Iteration 17Q: 3 clusters Score -3344940 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22199 members
Mstep: Class 2 contains 3460 members
Entering Unmasked Estep
Score: -3344995.000000 Penalty: 5035.714355
Iteration 18Q: 3 clusters Score -3344995 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22328 members
Mstep: Class 2 contains 3331 members
Entering Unmasked Estep
Score: -3345043.000000 Penalty: 5035.714355
Iteration 19Q: 3 clusters Score -3345043 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22440 members
Mstep: Class 2 contains 3219 members
Entering Unmasked Estep
Score: -3345084.500000 Penalty: 5035.714355
Iteration 20F: 3 clusters Score -3345084 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22551 members
Mstep: Class 2 contains 3108 members
Entering Unmasked Estep
Score: -3345117.000000 Penalty: 5035.714355
Iteration 21Q: 3 clusters Score -3345117 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22647 members
Mstep: Class 2 contains 3012 members
Entering Unmasked Estep
Score: -3345141.500000 Penalty: 5035.714355
Iteration 22Q: 3 clusters Score -3345142 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22733 members
Mstep: Class 2 contains 2926 members
Entering Unmasked Estep
Score: -3345153.500000 Penalty: 5035.714355
Iteration 23Q: 3 clusters Score -3345154 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22809 members
Mstep: Class 2 contains 2850 members
Entering Unmasked Estep
Score: -3345175.750000 Penalty: 5035.714355
Iteration 24Q: 3 clusters Score -3345176 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22875 members
Mstep: Class 2 contains 2784 members
Entering Unmasked Estep
Score: -3345190.250000 Penalty: 5035.714355
Iteration 25Q: 3 clusters Score -3345190 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22931 members
Mstep: Class 2 contains 2728 members
Entering Unmasked Estep
Score: -3345207.750000 Penalty: 5035.714355
Iteration 26Q: 3 clusters Score -3345208 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22983 members
Mstep: Class 2 contains 2676 members
Entering Unmasked Estep
Score: -3345207.750000 Penalty: 5035.714355
Iteration 27Q: 3 clusters Score -3345208 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23028 members
Mstep: Class 2 contains 2631 members
Entering Unmasked Estep
Score: -3345224.500000 Penalty: 5035.714355
Iteration 28Q: 3 clusters Score -3345224 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23066 members
Mstep: Class 2 contains 2593 members
Entering Unmasked Estep
Score: -3345229.250000 Penalty: 5035.714355
Iteration 29Q: 3 clusters Score -3345229 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23105 members
Mstep: Class 2 contains 2554 members
Entering Unmasked Estep
Score: -3345238.000000 Penalty: 5035.714355
Iteration 30Q: 3 clusters Score -3345238 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23147 members
Mstep: Class 2 contains 2512 members
Entering Unmasked Estep
Score: -3345249.750000 Penalty: 5035.714355
Iteration 31Q: 3 clusters Score -3345250 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23199 members
Mstep: Class 2 contains 2460 members
Entering Unmasked Estep
Score: -3345266.000000 Penalty: 5035.714355
Iteration 32Q: 3 clusters Score -3345266 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23257 members
Mstep: Class 2 contains 2402 members
Entering Unmasked Estep
Score: -3345290.750000 Penalty: 5035.714355
Iteration 33Q: 3 clusters Score -3345291 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23314 members
Mstep: Class 2 contains 2345 members
Entering Unmasked Estep
Score: -3345311.250000 Penalty: 5035.714355
Iteration 34Q: 3 clusters Score -3345311 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23373 members
Mstep: Class 2 contains 2286 members
Entering Unmasked Estep
Score: -3345325.000000 Penalty: 5035.714355
Iteration 35Q: 3 clusters Score -3345325 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23430 members
Mstep: Class 2 contains 2229 members
Entering Unmasked Estep
Score: -3345345.000000 Penalty: 5035.714355
Iteration 36Q: 3 clusters Score -3345345 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23483 members
Mstep: Class 2 contains 2176 members
Entering Unmasked Estep
Score: -3345359.500000 Penalty: 5035.714355
Iteration 37Q: 3 clusters Score -3345360 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23538 members
Mstep: Class 2 contains 2121 members
Entering Unmasked Estep
Score: -3345365.500000 Penalty: 5035.714355
Iteration 38Q: 3 clusters Score -3345366 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23594 members
Mstep: Class 2 contains 2065 members
Entering Unmasked Estep
Score: -3345389.500000 Penalty: 5035.714355
Iteration 39Q: 3 clusters Score -3345390 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23633 members
Mstep: Class 2 contains 2026 members
Entering Unmasked Estep
Score: -3345401.750000 Penalty: 5035.714355
Iteration 40F: 3 clusters Score -3345402 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23672 members
Mstep: Class 2 contains 1987 members
Entering Unmasked Estep
Score: -3345414.500000 Penalty: 5035.714355
Iteration 41Q: 3 clusters Score -3345414 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23705 members
Mstep: Class 2 contains 1954 members
Entering Unmasked Estep
Score: -3345423.000000 Penalty: 5035.714355
Iteration 42Q: 3 clusters Score -3345423 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23736 members
Mstep: Class 2 contains 1923 members
Entering Unmasked Estep
Score: -3345431.750000 Penalty: 5035.714355
Iteration 43Q: 3 clusters Score -3345432 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23769 members
Mstep: Class 2 contains 1890 members
Entering Unmasked Estep
Score: -3345444.000000 Penalty: 5035.714355
Iteration 44Q: 3 clusters Score -3345444 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23800 members
Mstep: Class 2 contains 1859 members
Entering Unmasked Estep
Score: -3345452.250000 Penalty: 5035.714355
Iteration 45Q: 3 clusters Score -3345452 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23830 members
Mstep: Class 2 contains 1829 members
Entering Unmasked Estep
Score: -3345454.250000 Penalty: 5035.714355
Iteration 46Q: 3 clusters Score -3345454 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23852 members
Mstep: Class 2 contains 1807 members
Entering Unmasked Estep
Score: -3345461.000000 Penalty: 5035.714355
Iteration 47Q: 3 clusters Score -3345461 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23872 members
Mstep: Class 2 contains 1787 members
Entering Unmasked Estep
Score: -3345466.250000 Penalty: 5035.714355
Iteration 48Q: 3 clusters Score -3345466 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23892 members
Mstep: Class 2 contains 1767 members
Entering Unmasked Estep
Score: -3345477.500000 Penalty: 5035.714355
Iteration 49Q: 3 clusters Score -3345478 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23908 members
Mstep: Class 2 contains 1751 members
Entering Unmasked Estep
Score: -3345484.500000 Penalty: 5035.714355
Iteration 50Q: 3 clusters Score -3345484 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23920 members
Mstep: Class 2 contains 1739 members
Entering Unmasked Estep
Score: -3345486.500000 Penalty: 5035.714355
Iteration 51Q: 3 clusters Score -3345486 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23929 members
Mstep: Class 2 contains 1730 members
Entering Unmasked Estep
Score: -3345488.500000 Penalty: 5035.714355
Iteration 52Q: 3 clusters Score -3345488 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23936 members
Mstep: Class 2 contains 1723 members
Entering Unmasked Estep
Score: -3345486.000000 Penalty: 5035.714355
Iteration 53Q: 3 clusters Score -3345486 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23942 members
Mstep: Class 2 contains 1717 members
Entering Unmasked Estep
Score: -3345486.750000 Penalty: 5035.714355
Iteration 54Q: 3 clusters Score -3345487 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23950 members
Mstep: Class 2 contains 1709 members
Entering Unmasked Estep
Score: -3345486.000000 Penalty: 5035.714355
Iteration 55Q: 3 clusters Score -3345486 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23956 members
Mstep: Class 2 contains 1703 members
Entering Unmasked Estep
Score: -3345484.500000 Penalty: 5035.714355
Iteration 56Q: 3 clusters Score -3345484 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23964 members
Mstep: Class 2 contains 1695 members
Entering Unmasked Estep
Score: -3345489.750000 Penalty: 5035.714355
Iteration 57Q: 3 clusters Score -3345490 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23969 members
Mstep: Class 2 contains 1690 members
Entering Unmasked Estep
Score: -3345488.250000 Penalty: 5035.714355
Iteration 58Q: 3 clusters Score -3345488 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23979 members
Mstep: Class 2 contains 1680 members
Entering Unmasked Estep
Score: -3345489.000000 Penalty: 5035.714355
Iteration 59Q: 3 clusters Score -3345489 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23990 members
Mstep: Class 2 contains 1669 members
Entering Unmasked Estep
Score: -3345497.250000 Penalty: 5035.714355
Iteration 60F: 3 clusters Score -3345497 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24001 members
Mstep: Class 2 contains 1658 members
Entering Unmasked Estep
Score: -3345505.500000 Penalty: 5035.714355
Iteration 61Q: 3 clusters Score -3345506 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24011 members
Mstep: Class 2 contains 1648 members
Entering Unmasked Estep
Score: -3345511.500000 Penalty: 5035.714355
Iteration 62Q: 3 clusters Score -3345512 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24021 members
Mstep: Class 2 contains 1638 members
Entering Unmasked Estep
Score: -3345513.750000 Penalty: 5035.714355
Iteration 63Q: 3 clusters Score -3345514 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24035 members
Mstep: Class 2 contains 1624 members
Entering Unmasked Estep
Score: -3345510.500000 Penalty: 5035.714355
Iteration 64Q: 3 clusters Score -3345510 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24042 members
Mstep: Class 2 contains 1617 members
Entering Unmasked Estep
Score: -3345513.750000 Penalty: 5035.714355
Iteration 65Q: 3 clusters Score -3345514 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24049 members
Mstep: Class 2 contains 1610 members
Entering Unmasked Estep
Score: -3345514.500000 Penalty: 5035.714355
Iteration 66Q: 3 clusters Score -3345514 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24057 members
Mstep: Class 2 contains 1602 members
Entering Unmasked Estep
Score: -3345524.250000 Penalty: 5035.714355
Iteration 67Q: 3 clusters Score -3345524 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24067 members
Mstep: Class 2 contains 1592 members
Entering Unmasked Estep
Score: -3345524.000000 Penalty: 5035.714355
Iteration 68Q: 3 clusters Score -3345524 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24079 members
Mstep: Class 2 contains 1580 members
Entering Unmasked Estep
Score: -3345524.500000 Penalty: 5035.714355
Iteration 69Q: 3 clusters Score -3345524 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24090 members
Mstep: Class 2 contains 1569 members
Entering Unmasked Estep
Score: -3345524.500000 Penalty: 5035.714355
Iteration 70Q: 3 clusters Score -3345524 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24099 members
Mstep: Class 2 contains 1560 members
Entering Unmasked Estep
Score: -3345522.750000 Penalty: 5035.714355
Iteration 71Q: 3 clusters Score -3345523 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24110 members
Mstep: Class 2 contains 1549 members
Entering Unmasked Estep
Score: -3345531.250000 Penalty: 5035.714355
Iteration 72Q: 3 clusters Score -3345531 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24125 members
Mstep: Class 2 contains 1534 members
Entering Unmasked Estep
Score: -3345526.000000 Penalty: 5035.714355
Iteration 73Q: 3 clusters Score -3345526 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24134 members
Mstep: Class 2 contains 1525 members
Entering Unmasked Estep
Score: -3345530.000000 Penalty: 5035.714355
Iteration 74Q: 3 clusters Score -3345530 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24140 members
Mstep: Class 2 contains 1519 members
Entering Unmasked Estep
Score: -3345528.750000 Penalty: 5035.714355
Iteration 75Q: 3 clusters Score -3345529 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24144 members
Mstep: Class 2 contains 1515 members
Entering Unmasked Estep
Score: -3345530.750000 Penalty: 5035.714355
Iteration 76Q: 3 clusters Score -3345531 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24152 members
Mstep: Class 2 contains 1507 members
Entering Unmasked Estep
Score: -3345531.250000 Penalty: 5035.714355
Iteration 77Q: 3 clusters Score -3345531 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24159 members
Mstep: Class 2 contains 1500 members
Entering Unmasked Estep
Score: -3345532.750000 Penalty: 5035.714355
Iteration 78Q: 3 clusters Score -3345533 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24165 members
Mstep: Class 2 contains 1494 members
Entering Unmasked Estep
Score: -3345533.500000 Penalty: 5035.714355
Iteration 79Q: 3 clusters Score -3345534 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24171 members
Mstep: Class 2 contains 1488 members
Entering Unmasked Estep
Score: -3345532.500000 Penalty: 5035.714355
Iteration 80F: 3 clusters Score -3345532 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24173 members
Mstep: Class 2 contains 1486 members
Entering Unmasked Estep
Score: -3345536.000000 Penalty: 5035.714355
Iteration 81Q: 3 clusters Score -3345536 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24178 members
Mstep: Class 2 contains 1481 members
Entering Unmasked Estep
Score: -3345539.750000 Penalty: 5035.714355
Iteration 82Q: 3 clusters Score -3345540 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24179 members
Mstep: Class 2 contains 1480 members
Entering Unmasked Estep
Score: -3345537.250000 Penalty: 5035.714355
Iteration 83Q: 3 clusters Score -3345537 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24180 members
Mstep: Class 2 contains 1479 members
Entering Unmasked Estep
Score: -3345541.750000 Penalty: 5035.714355
Iteration 84Q: 3 clusters Score -3345542 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24180 members
Mstep: Class 2 contains 1479 members
Entering Unmasked Estep
Score: -3345541.750000 Penalty: 5035.714355
Iteration 85F: 3 clusters Score -3345542 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (174140 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174140 members
Entering Unmasked Estep
Score: -22625858.000000 Penalty: 2992.768311
Iteration 0F: 2 clusters Score -2.262586e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87115 members
Mstep: Class 2 contains 87025 members
Entering Unmasked Estep
Score: -22513040.000000 Penalty: 5985.536621
Iteration 0F: 3 clusters Score -2.251304e+07 nChanged 83499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 87850 members
Mstep: Class 2 contains 86290 members
Entering Unmasked Estep
Score: -22561436.000000 Penalty: 5985.536621
Iteration 1F: 3 clusters Score -2.256144e+07 nChanged 4119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88417 members
Mstep: Class 2 contains 85723 members
Entering Unmasked Estep
Score: -22562020.000000 Penalty: 5985.536621
Iteration 2Q: 3 clusters Score -2.256202e+07 nChanged 4143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89316 members
Mstep: Class 2 contains 84824 members
Entering Unmasked Estep
Score: -22562780.000000 Penalty: 5985.536621
Iteration 3Q: 3 clusters Score -2.256278e+07 nChanged 4210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90644 members
Mstep: Class 2 contains 83496 members
Entering Unmasked Estep
Score: -22563590.000000 Penalty: 5985.536621
Iteration 4Q: 3 clusters Score -2.256359e+07 nChanged 4427
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92635 members
Mstep: Class 2 contains 81505 members
Entering Unmasked Estep
Score: -22564490.000000 Penalty: 5985.536621
Iteration 5Q: 3 clusters Score -2.256449e+07 nChanged 4925
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95564 members
Mstep: Class 2 contains 78576 members
Entering Unmasked Estep
Score: -22565812.000000 Penalty: 5985.536621
Iteration 6Q: 3 clusters Score -2.256581e+07 nChanged 5812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 99842 members
Mstep: Class 2 contains 74298 members
Entering Unmasked Estep
Score: -22567770.000000 Penalty: 5985.536621
Iteration 7Q: 3 clusters Score -2.256777e+07 nChanged 7325
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 105963 members
Mstep: Class 2 contains 68177 members
Entering Unmasked Estep
Score: -22571136.000000 Penalty: 5985.536621
Iteration 8Q: 3 clusters Score -2.257114e+07 nChanged 9482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114487 members
Mstep: Class 2 contains 59653 members
Entering Unmasked Estep
Score: -22576906.000000 Penalty: 5985.536621
Iteration 9F: 3 clusters Score -2.257691e+07 nChanged 11346
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 125093 members
Mstep: Class 2 contains 49047 members
Entering Unmasked Estep
Score: -22585642.000000 Penalty: 5985.536621
Iteration 10F: 3 clusters Score -2.258564e+07 nChanged 12020
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 136453 members
Mstep: Class 2 contains 37687 members
Entering Unmasked Estep
Score: -22595860.000000 Penalty: 5985.536621
Iteration 11F: 3 clusters Score -2.259586e+07 nChanged 10378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146309 members
Mstep: Class 2 contains 27831 members
Entering Unmasked Estep
Score: -22605000.000000 Penalty: 5985.536621
Iteration 12F: 3 clusters Score -2.2605e+07 nChanged 7892
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 153795 members
Mstep: Class 2 contains 20345 members
Entering Unmasked Estep
Score: -22611782.000000 Penalty: 5985.536621
Iteration 13Q: 3 clusters Score -2.261178e+07 nChanged 5630
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 159103 members
Mstep: Class 2 contains 15037 members
Entering Unmasked Estep
Score: -22615916.000000 Penalty: 5985.536621
Iteration 14Q: 3 clusters Score -2.261592e+07 nChanged 3966
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 162885 members
Mstep: Class 2 contains 11255 members
Entering Unmasked Estep
Score: -22618684.000000 Penalty: 5985.536621
Iteration 15Q: 3 clusters Score -2.261868e+07 nChanged 2959
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 165744 members
Mstep: Class 2 contains 8396 members
Entering Unmasked Estep
Score: -22620294.000000 Penalty: 5985.536621
Iteration 16Q: 3 clusters Score -2.262029e+07 nChanged 2134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 167838 members
Mstep: Class 2 contains 6302 members
Entering Unmasked Estep
Score: -22621294.000000 Penalty: 5985.536621
Iteration 17Q: 3 clusters Score -2.262129e+07 nChanged 1611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169437 members
Mstep: Class 2 contains 4703 members
Entering Unmasked Estep
Score: -22621860.000000 Penalty: 5985.536621
Iteration 18Q: 3 clusters Score -2.262186e+07 nChanged 1219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 170650 members
Mstep: Class 2 contains 3490 members
Entering Unmasked Estep
Score: -22622318.000000 Penalty: 5985.536621
Iteration 19Q: 3 clusters Score -2.262232e+07 nChanged 886
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171530 members
Mstep: Class 2 contains 2610 members
Entering Unmasked Estep
Score: -22622626.000000 Penalty: 5985.536621
Iteration 20F: 3 clusters Score -2.262263e+07 nChanged 638
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172154 members
Mstep: Class 2 contains 1986 members
Entering Unmasked Estep
Score: -22622848.000000 Penalty: 5985.536621
Iteration 21Q: 3 clusters Score -2.262285e+07 nChanged 430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172576 members
Mstep: Class 2 contains 1564 members
Entering Unmasked Estep
Score: -22622954.000000 Penalty: 5985.536621
Iteration 22Q: 3 clusters Score -2.262295e+07 nChanged 287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172853 members
Mstep: Class 2 contains 1287 members
Entering Unmasked Estep
Score: -22623014.000000 Penalty: 5985.536621
Iteration 23Q: 3 clusters Score -2.262301e+07 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173057 members
Mstep: Class 2 contains 1083 members
Entering Unmasked Estep
Score: -22623090.000000 Penalty: 5985.536621
Iteration 24Q: 3 clusters Score -2.262309e+07 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173196 members
Mstep: Class 2 contains 944 members
Entering Unmasked Estep
Score: -22623174.000000 Penalty: 5985.536621
Iteration 25Q: 3 clusters Score -2.262317e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173307 members
Mstep: Class 2 contains 833 members
Entering Unmasked Estep
Score: -22623222.000000 Penalty: 5985.536621
Iteration 26Q: 3 clusters Score -2.262322e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173373 members
Mstep: Class 2 contains 767 members
Entering Unmasked Estep
Score: -22623266.000000 Penalty: 5985.536621
Iteration 27Q: 3 clusters Score -2.262327e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173412 members
Mstep: Class 2 contains 728 members
Entering Unmasked Estep
Score: -22623268.000000 Penalty: 5985.536621
Iteration 28Q: 3 clusters Score -2.262327e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173442 members
Mstep: Class 2 contains 698 members
Entering Unmasked Estep
Score: -22623260.000000 Penalty: 5985.536621
Iteration 29Q: 3 clusters Score -2.262326e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173470 members
Mstep: Class 2 contains 670 members
Entering Unmasked Estep
Score: -22623288.000000 Penalty: 5985.536621
Iteration 30Q: 3 clusters Score -2.262329e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173492 members
Mstep: Class 2 contains 648 members
Entering Unmasked Estep
Score: -22623292.000000 Penalty: 5985.536621
Iteration 31Q: 3 clusters Score -2.262329e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173508 members
Mstep: Class 2 contains 632 members
Entering Unmasked Estep
Score: -22623314.000000 Penalty: 5985.536621
Iteration 32Q: 3 clusters Score -2.262331e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173517 members
Mstep: Class 2 contains 623 members
Entering Unmasked Estep
Score: -22623296.000000 Penalty: 5985.536621
Iteration 33Q: 3 clusters Score -2.26233e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173530 members
Mstep: Class 2 contains 610 members
Entering Unmasked Estep
Score: -22623330.000000 Penalty: 5985.536621
Iteration 34Q: 3 clusters Score -2.262333e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173539 members
Mstep: Class 2 contains 601 members
Entering Unmasked Estep
Score: -22623328.000000 Penalty: 5985.536621
Iteration 35Q: 3 clusters Score -2.262333e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173543 members
Mstep: Class 2 contains 597 members
Entering Unmasked Estep
Score: -22623336.000000 Penalty: 5985.536621
Iteration 36Q: 3 clusters Score -2.262334e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173549 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -22623348.000000 Penalty: 5985.536621
Iteration 37Q: 3 clusters Score -2.262335e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173551 members
Mstep: Class 2 contains 589 members
Entering Unmasked Estep
Score: -22623344.000000 Penalty: 5985.536621
Iteration 38Q: 3 clusters Score -2.262334e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173559 members
Mstep: Class 2 contains 581 members
Entering Unmasked Estep
Score: -22623356.000000 Penalty: 5985.536621
Iteration 39Q: 3 clusters Score -2.262336e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173567 members
Mstep: Class 2 contains 573 members
Entering Unmasked Estep
Score: -22623358.000000 Penalty: 5985.536621
Iteration 40F: 3 clusters Score -2.262336e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173572 members
Mstep: Class 2 contains 568 members
Entering Unmasked Estep
Score: -22623370.000000 Penalty: 5985.536621
Iteration 41Q: 3 clusters Score -2.262337e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173576 members
Mstep: Class 2 contains 564 members
Entering Unmasked Estep
Score: -22623378.000000 Penalty: 5985.536621
Iteration 42Q: 3 clusters Score -2.262338e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173579 members
Mstep: Class 2 contains 561 members
Entering Unmasked Estep
Score: -22623368.000000 Penalty: 5985.536621
Iteration 43Q: 3 clusters Score -2.262337e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173582 members
Mstep: Class 2 contains 558 members
Entering Unmasked Estep
Score: -22623370.000000 Penalty: 5985.536621
Iteration 44Q: 3 clusters Score -2.262337e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173587 members
Mstep: Class 2 contains 553 members
Entering Unmasked Estep
Score: -22623380.000000 Penalty: 5985.536621
Iteration 45Q: 3 clusters Score -2.262338e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173593 members
Mstep: Class 2 contains 547 members
Entering Unmasked Estep
Score: -22623382.000000 Penalty: 5985.536621
Iteration 46Q: 3 clusters Score -2.262338e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173596 members
Mstep: Class 2 contains 544 members
Entering Unmasked Estep
Score: -22623398.000000 Penalty: 5985.536621
Iteration 47Q: 3 clusters Score -2.26234e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173594 members
Mstep: Class 2 contains 546 members
Entering Unmasked Estep
Score: -22623408.000000 Penalty: 5985.536621
Iteration 48Q: 3 clusters Score -2.262341e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173594 members
Mstep: Class 2 contains 546 members
Entering Unmasked Estep
Score: -22623404.000000 Penalty: 5985.536621
Iteration 49Q: 3 clusters Score -2.26234e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173595 members
Mstep: Class 2 contains 545 members
Entering Unmasked Estep
Score: -22623402.000000 Penalty: 5985.536621
Iteration 50Q: 3 clusters Score -2.26234e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173596 members
Mstep: Class 2 contains 544 members
Entering Unmasked Estep
Score: -22623394.000000 Penalty: 5985.536621
Iteration 51Q: 3 clusters Score -2.262339e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173596 members
Mstep: Class 2 contains 544 members
Entering Unmasked Estep
Score: -22623394.000000 Penalty: 5985.536621
Iteration 52F: 3 clusters Score -2.262339e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (406 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 406 members
Entering Unmasked Estep
Score: -39752.203125 Penalty: 1489.575684
Iteration 0F: 2 clusters Score -39752.2 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 201 members
Mstep: Class 2 contains 205 members
Entering Unmasked Estep
Score: -38396.937500 Penalty: 2979.151367
Iteration 0F: 3 clusters Score -38396.94 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 209 members
Mstep: Class 2 contains 197 members
Entering Unmasked Estep
Score: -38670.582031 Penalty: 2979.151367
Iteration 1F: 3 clusters Score -38670.58 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 221 members
Mstep: Class 2 contains 185 members
Entering Unmasked Estep
Score: -38833.382812 Penalty: 2979.151367
Iteration 2F: 3 clusters Score -38833.38 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 230 members
Mstep: Class 2 contains 176 members
Entering Unmasked Estep
Score: -38893.554688 Penalty: 2979.151367
Iteration 3Q: 3 clusters Score -38893.55 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 234 members
Mstep: Class 2 contains 172 members
Entering Unmasked Estep
Score: -38977.460938 Penalty: 2979.151367
Iteration 4Q: 3 clusters Score -38977.46 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 237 members
Mstep: Class 2 contains 169 members
Entering Unmasked Estep
Score: -39069.824219 Penalty: 2979.151367
Iteration 5Q: 3 clusters Score -39069.82 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 234 members
Mstep: Class 2 contains 172 members
Entering Unmasked Estep
Score: -39114.015625 Penalty: 2979.151367
Iteration 6Q: 3 clusters Score -39114.02 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 234 members
Mstep: Class 2 contains 172 members
Entering Unmasked Estep
Score: -39145.679688 Penalty: 2979.151367
Iteration 7Q: 3 clusters Score -39145.68 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 231 members
Mstep: Class 2 contains 175 members
Entering Unmasked Estep
Score: -39213.597656 Penalty: 2979.151367
Iteration 8Q: 3 clusters Score -39213.6 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 231 members
Mstep: Class 2 contains 175 members
Entering Unmasked Estep
Score: -39254.703125 Penalty: 2979.151367
Iteration 9Q: 3 clusters Score -39254.7 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 228 members
Mstep: Class 2 contains 178 members
Entering Unmasked Estep
Score: -39296.324219 Penalty: 2979.151367
Iteration 10Q: 3 clusters Score -39296.32 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 230 members
Mstep: Class 2 contains 176 members
Entering Unmasked Estep
Score: -39317.261719 Penalty: 2979.151367
Iteration 11Q: 3 clusters Score -39317.26 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 230 members
Mstep: Class 2 contains 176 members
Entering Unmasked Estep
Score: -39322.042969 Penalty: 2979.151367
Iteration 12Q: 3 clusters Score -39322.04 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 229 members
Mstep: Class 2 contains 177 members
Entering Unmasked Estep
Score: -39324.203125 Penalty: 2979.151367
Iteration 13Q: 3 clusters Score -39324.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 229 members
Mstep: Class 2 contains 177 members
Entering Unmasked Estep
Score: -39324.203125 Penalty: 2979.151367
Iteration 14F: 3 clusters Score -39324.2 nChanged 0
Entering ConstructFrom:
Trying to split cluster 11 (4427 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4427 members
Entering Unmasked Estep
Score: -556724.687500 Penalty: 2082.078369
Iteration 0F: 2 clusters Score -556724.7 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2231 members
Mstep: Class 2 contains 2196 members
Entering Unmasked Estep
Score: -552547.375000 Penalty: 4164.156738
Iteration 0F: 3 clusters Score -552547.4 nChanged 1653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2278 members
Mstep: Class 2 contains 2149 members
Entering Unmasked Estep
Score: -553538.625000 Penalty: 4164.156738
Iteration 1F: 3 clusters Score -553538.6 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2318 members
Mstep: Class 2 contains 2109 members
Entering Unmasked Estep
Score: -553772.312500 Penalty: 4164.156738
Iteration 2F: 3 clusters Score -553772.3 nChanged 241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2351 members
Mstep: Class 2 contains 2076 members
Entering Unmasked Estep
Score: -553915.250000 Penalty: 4164.156738
Iteration 3F: 3 clusters Score -553915.2 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2379 members
Mstep: Class 2 contains 2048 members
Entering Unmasked Estep
Score: -554010.750000 Penalty: 4164.156738
Iteration 4Q: 3 clusters Score -554010.8 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2414 members
Mstep: Class 2 contains 2013 members
Entering Unmasked Estep
Score: -554085.187500 Penalty: 4164.156738
Iteration 5Q: 3 clusters Score -554085.2 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2456 members
Mstep: Class 2 contains 1971 members
Entering Unmasked Estep
Score: -554150.250000 Penalty: 4164.156738
Iteration 6Q: 3 clusters Score -554150.2 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2496 members
Mstep: Class 2 contains 1931 members
Entering Unmasked Estep
Score: -554221.687500 Penalty: 4164.156738
Iteration 7Q: 3 clusters Score -554221.7 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2537 members
Mstep: Class 2 contains 1890 members
Entering Unmasked Estep
Score: -554293.625000 Penalty: 4164.156738
Iteration 8Q: 3 clusters Score -554293.6 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2588 members
Mstep: Class 2 contains 1839 members
Entering Unmasked Estep
Score: -554353.125000 Penalty: 4164.156738
Iteration 9Q: 3 clusters Score -554353.1 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2640 members
Mstep: Class 2 contains 1787 members
Entering Unmasked Estep
Score: -554404.750000 Penalty: 4164.156738
Iteration 10Q: 3 clusters Score -554404.8 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2682 members
Mstep: Class 2 contains 1745 members
Entering Unmasked Estep
Score: -554452.750000 Penalty: 4164.156738
Iteration 11Q: 3 clusters Score -554452.8 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2729 members
Mstep: Class 2 contains 1698 members
Entering Unmasked Estep
Score: -554498.375000 Penalty: 4164.156738
Iteration 12Q: 3 clusters Score -554498.4 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2765 members
Mstep: Class 2 contains 1662 members
Entering Unmasked Estep
Score: -554526.250000 Penalty: 4164.156738
Iteration 13Q: 3 clusters Score -554526.2 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2807 members
Mstep: Class 2 contains 1620 members
Entering Unmasked Estep
Score: -554560.437500 Penalty: 4164.156738
Iteration 14Q: 3 clusters Score -554560.4 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2860 members
Mstep: Class 2 contains 1567 members
Entering Unmasked Estep
Score: -554600.437500 Penalty: 4164.156738
Iteration 15Q: 3 clusters Score -554600.4 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2911 members
Mstep: Class 2 contains 1516 members
Entering Unmasked Estep
Score: -554632.312500 Penalty: 4164.156738
Iteration 16Q: 3 clusters Score -554632.3 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2958 members
Mstep: Class 2 contains 1469 members
Entering Unmasked Estep
Score: -554655.750000 Penalty: 4164.156738
Iteration 17Q: 3 clusters Score -554655.8 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2997 members
Mstep: Class 2 contains 1430 members
Entering Unmasked Estep
Score: -554679.375000 Penalty: 4164.156738
Iteration 18Q: 3 clusters Score -554679.4 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3057 members
Mstep: Class 2 contains 1370 members
Entering Unmasked Estep
Score: -554710.375000 Penalty: 4164.156738
Iteration 19Q: 3 clusters Score -554710.4 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3108 members
Mstep: Class 2 contains 1319 members
Entering Unmasked Estep
Score: -554736.937500 Penalty: 4164.156738
Iteration 20F: 3 clusters Score -554736.9 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3160 members
Mstep: Class 2 contains 1267 members
Entering Unmasked Estep
Score: -554770.000000 Penalty: 4164.156738
Iteration 21Q: 3 clusters Score -554770 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3217 members
Mstep: Class 2 contains 1210 members
Entering Unmasked Estep
Score: -554802.000000 Penalty: 4164.156738
Iteration 22Q: 3 clusters Score -554802 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3267 members
Mstep: Class 2 contains 1160 members
Entering Unmasked Estep
Score: -554828.875000 Penalty: 4164.156738
Iteration 23Q: 3 clusters Score -554828.9 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3316 members
Mstep: Class 2 contains 1111 members
Entering Unmasked Estep
Score: -554859.187500 Penalty: 4164.156738
Iteration 24Q: 3 clusters Score -554859.2 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3366 members
Mstep: Class 2 contains 1061 members
Entering Unmasked Estep
Score: -554892.812500 Penalty: 4164.156738
Iteration 25Q: 3 clusters Score -554892.8 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3418 members
Mstep: Class 2 contains 1009 members
Entering Unmasked Estep
Score: -554924.312500 Penalty: 4164.156738
Iteration 26Q: 3 clusters Score -554924.3 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3464 members
Mstep: Class 2 contains 963 members
Entering Unmasked Estep
Score: -554958.125000 Penalty: 4164.156738
Iteration 27Q: 3 clusters Score -554958.1 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3514 members
Mstep: Class 2 contains 913 members
Entering Unmasked Estep
Score: -554993.562500 Penalty: 4164.156738
Iteration 28Q: 3 clusters Score -554993.6 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3557 members
Mstep: Class 2 contains 870 members
Entering Unmasked Estep
Score: -555021.812500 Penalty: 4164.156738
Iteration 29Q: 3 clusters Score -555021.8 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3597 members
Mstep: Class 2 contains 830 members
Entering Unmasked Estep
Score: -555048.437500 Penalty: 4164.156738
Iteration 30Q: 3 clusters Score -555048.4 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3624 members
Mstep: Class 2 contains 803 members
Entering Unmasked Estep
Score: -555068.687500 Penalty: 4164.156738
Iteration 31Q: 3 clusters Score -555068.7 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3659 members
Mstep: Class 2 contains 768 members
Entering Unmasked Estep
Score: -555089.750000 Penalty: 4164.156738
Iteration 32Q: 3 clusters Score -555089.8 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3689 members
Mstep: Class 2 contains 738 members
Entering Unmasked Estep
Score: -555109.437500 Penalty: 4164.156738
Iteration 33Q: 3 clusters Score -555109.4 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3714 members
Mstep: Class 2 contains 713 members
Entering Unmasked Estep
Score: -555124.937500 Penalty: 4164.156738
Iteration 34Q: 3 clusters Score -555124.9 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3737 members
Mstep: Class 2 contains 690 members
Entering Unmasked Estep
Score: -555138.187500 Penalty: 4164.156738
Iteration 35Q: 3 clusters Score -555138.2 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3754 members
Mstep: Class 2 contains 673 members
Entering Unmasked Estep
Score: -555151.062500 Penalty: 4164.156738
Iteration 36Q: 3 clusters Score -555151.1 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3772 members
Mstep: Class 2 contains 655 members
Entering Unmasked Estep
Score: -555161.062500 Penalty: 4164.156738
Iteration 37Q: 3 clusters Score -555161.1 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3784 members
Mstep: Class 2 contains 643 members
Entering Unmasked Estep
Score: -555171.812500 Penalty: 4164.156738
Iteration 38Q: 3 clusters Score -555171.8 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3798 members
Mstep: Class 2 contains 629 members
Entering Unmasked Estep
Score: -555179.500000 Penalty: 4164.156738
Iteration 39Q: 3 clusters Score -555179.5 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3805 members
Mstep: Class 2 contains 622 members
Entering Unmasked Estep
Score: -555185.062500 Penalty: 4164.156738
Iteration 40F: 3 clusters Score -555185.1 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3813 members
Mstep: Class 2 contains 614 members
Entering Unmasked Estep
Score: -555190.250000 Penalty: 4164.156738
Iteration 41Q: 3 clusters Score -555190.2 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3815 members
Mstep: Class 2 contains 612 members
Entering Unmasked Estep
Score: -555193.937500 Penalty: 4164.156738
Iteration 42Q: 3 clusters Score -555193.9 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3821 members
Mstep: Class 2 contains 606 members
Entering Unmasked Estep
Score: -555199.312500 Penalty: 4164.156738
Iteration 43Q: 3 clusters Score -555199.3 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3825 members
Mstep: Class 2 contains 602 members
Entering Unmasked Estep
Score: -555204.750000 Penalty: 4164.156738
Iteration 44Q: 3 clusters Score -555204.8 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3829 members
Mstep: Class 2 contains 598 members
Entering Unmasked Estep
Score: -555209.062500 Penalty: 4164.156738
Iteration 45Q: 3 clusters Score -555209.1 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3835 members
Mstep: Class 2 contains 592 members
Entering Unmasked Estep
Score: -555210.875000 Penalty: 4164.156738
Iteration 46Q: 3 clusters Score -555210.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3836 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -555212.187500 Penalty: 4164.156738
Iteration 47Q: 3 clusters Score -555212.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3836 members
Mstep: Class 2 contains 591 members
Entering Unmasked Estep
Score: -555212.187500 Penalty: 4164.156738
Iteration 48F: 3 clusters Score -555212.2 nChanged 0
Entering ConstructFrom:
Trying to split cluster 12 (176193 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 176193 members
Entering Unmasked Estep
Score: -22643740.000000 Penalty: 2995.675049
Iteration 0F: 2 clusters Score -2.264374e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88473 members
Mstep: Class 2 contains 87720 members
Entering Unmasked Estep
Score: -22528544.000000 Penalty: 5991.350098
Iteration 0F: 3 clusters Score -2.252854e+07 nChanged 84659
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92962 members
Mstep: Class 2 contains 83231 members
Entering Unmasked Estep
Score: -22579350.000000 Penalty: 5991.350098
Iteration 1F: 3 clusters Score -2.257935e+07 nChanged 6229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 95257 members
Mstep: Class 2 contains 80936 members
Entering Unmasked Estep
Score: -22581186.000000 Penalty: 5991.350098
Iteration 2Q: 3 clusters Score -2.258119e+07 nChanged 6871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 98772 members
Mstep: Class 2 contains 77421 members
Entering Unmasked Estep
Score: -22583700.000000 Penalty: 5991.350098
Iteration 3Q: 3 clusters Score -2.25837e+07 nChanged 8062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103972 members
Mstep: Class 2 contains 72221 members
Entering Unmasked Estep
Score: -22587576.000000 Penalty: 5991.350098
Iteration 4Q: 3 clusters Score -2.258758e+07 nChanged 9605
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 111435 members
Mstep: Class 2 contains 64758 members
Entering Unmasked Estep
Score: -22593404.000000 Penalty: 5991.350098
Iteration 5F: 3 clusters Score -2.25934e+07 nChanged 11191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121152 members
Mstep: Class 2 contains 55041 members
Entering Unmasked Estep
Score: -22601746.000000 Penalty: 5991.350098
Iteration 6F: 3 clusters Score -2.260175e+07 nChanged 12096
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 132272 members
Mstep: Class 2 contains 43921 members
Entering Unmasked Estep
Score: -22611526.000000 Penalty: 5991.350098
Iteration 7F: 3 clusters Score -2.261153e+07 nChanged 11187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 142783 members
Mstep: Class 2 contains 33410 members
Entering Unmasked Estep
Score: -22620514.000000 Penalty: 5991.350098
Iteration 8F: 3 clusters Score -2.262051e+07 nChanged 9038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 151381 members
Mstep: Class 2 contains 24812 members
Entering Unmasked Estep
Score: -22627656.000000 Penalty: 5991.350098
Iteration 9F: 3 clusters Score -2.262766e+07 nChanged 6842
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 158017 members
Mstep: Class 2 contains 18176 members
Entering Unmasked Estep
Score: -22632788.000000 Penalty: 5991.350098
Iteration 10Q: 3 clusters Score -2.263279e+07 nChanged 5160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 163095 members
Mstep: Class 2 contains 13098 members
Entering Unmasked Estep
Score: -22636292.000000 Penalty: 5991.350098
Iteration 11Q: 3 clusters Score -2.263629e+07 nChanged 3837
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 166908 members
Mstep: Class 2 contains 9285 members
Entering Unmasked Estep
Score: -22638466.000000 Penalty: 5991.350098
Iteration 12Q: 3 clusters Score -2.263847e+07 nChanged 2708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 169600 members
Mstep: Class 2 contains 6593 members
Entering Unmasked Estep
Score: -22639702.000000 Penalty: 5991.350098
Iteration 13Q: 3 clusters Score -2.26397e+07 nChanged 1949
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 171537 members
Mstep: Class 2 contains 4656 members
Entering Unmasked Estep
Score: -22640384.000000 Penalty: 5991.350098
Iteration 14Q: 3 clusters Score -2.264038e+07 nChanged 1298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 172825 members
Mstep: Class 2 contains 3368 members
Entering Unmasked Estep
Score: -22640694.000000 Penalty: 5991.350098
Iteration 15Q: 3 clusters Score -2.264069e+07 nChanged 873
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 173676 members
Mstep: Class 2 contains 2517 members
Entering Unmasked Estep
Score: -22640970.000000 Penalty: 5991.350098
Iteration 16Q: 3 clusters Score -2.264097e+07 nChanged 553
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174215 members
Mstep: Class 2 contains 1978 members
Entering Unmasked Estep
Score: -22641116.000000 Penalty: 5991.350098
Iteration 17Q: 3 clusters Score -2.264112e+07 nChanged 374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174571 members
Mstep: Class 2 contains 1622 members
Entering Unmasked Estep
Score: -22641252.000000 Penalty: 5991.350098
Iteration 18Q: 3 clusters Score -2.264125e+07 nChanged 258
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174809 members
Mstep: Class 2 contains 1384 members
Entering Unmasked Estep
Score: -22641288.000000 Penalty: 5991.350098
Iteration 19Q: 3 clusters Score -2.264129e+07 nChanged 172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 174963 members
Mstep: Class 2 contains 1230 members
Entering Unmasked Estep
Score: -22641372.000000 Penalty: 5991.350098
Iteration 20F: 3 clusters Score -2.264137e+07 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175089 members
Mstep: Class 2 contains 1104 members
Entering Unmasked Estep
Score: -22641356.000000 Penalty: 5991.350098
Iteration 21Q: 3 clusters Score -2.264136e+07 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175182 members
Mstep: Class 2 contains 1011 members
Entering Unmasked Estep
Score: -22641380.000000 Penalty: 5991.350098
Iteration 22Q: 3 clusters Score -2.264138e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175242 members
Mstep: Class 2 contains 951 members
Entering Unmasked Estep
Score: -22641374.000000 Penalty: 5991.350098
Iteration 23Q: 3 clusters Score -2.264137e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175292 members
Mstep: Class 2 contains 901 members
Entering Unmasked Estep
Score: -22641382.000000 Penalty: 5991.350098
Iteration 24Q: 3 clusters Score -2.264138e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175327 members
Mstep: Class 2 contains 866 members
Entering Unmasked Estep
Score: -22641372.000000 Penalty: 5991.350098
Iteration 25Q: 3 clusters Score -2.264137e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175356 members
Mstep: Class 2 contains 837 members
Entering Unmasked Estep
Score: -22641400.000000 Penalty: 5991.350098
Iteration 26Q: 3 clusters Score -2.26414e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175368 members
Mstep: Class 2 contains 825 members
Entering Unmasked Estep
Score: -22641416.000000 Penalty: 5991.350098
Iteration 27Q: 3 clusters Score -2.264142e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175383 members
Mstep: Class 2 contains 810 members
Entering Unmasked Estep
Score: -22641420.000000 Penalty: 5991.350098
Iteration 28Q: 3 clusters Score -2.264142e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175396 members
Mstep: Class 2 contains 797 members
Entering Unmasked Estep
Score: -22641408.000000 Penalty: 5991.350098
Iteration 29Q: 3 clusters Score -2.264141e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175410 members
Mstep: Class 2 contains 783 members
Entering Unmasked Estep
Score: -22641400.000000 Penalty: 5991.350098
Iteration 30Q: 3 clusters Score -2.26414e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175425 members
Mstep: Class 2 contains 768 members
Entering Unmasked Estep
Score: -22641404.000000 Penalty: 5991.350098
Iteration 31Q: 3 clusters Score -2.26414e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175431 members
Mstep: Class 2 contains 762 members
Entering Unmasked Estep
Score: -22641396.000000 Penalty: 5991.350098
Iteration 32Q: 3 clusters Score -2.26414e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175437 members
Mstep: Class 2 contains 756 members
Entering Unmasked Estep
Score: -22641394.000000 Penalty: 5991.350098
Iteration 33Q: 3 clusters Score -2.264139e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175445 members
Mstep: Class 2 contains 748 members
Entering Unmasked Estep
Score: -22641382.000000 Penalty: 5991.350098
Iteration 34Q: 3 clusters Score -2.264138e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175451 members
Mstep: Class 2 contains 742 members
Entering Unmasked Estep
Score: -22641404.000000 Penalty: 5991.350098
Iteration 35Q: 3 clusters Score -2.26414e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175457 members
Mstep: Class 2 contains 736 members
Entering Unmasked Estep
Score: -22641392.000000 Penalty: 5991.350098
Iteration 36Q: 3 clusters Score -2.264139e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175465 members
Mstep: Class 2 contains 728 members
Entering Unmasked Estep
Score: -22641408.000000 Penalty: 5991.350098
Iteration 37Q: 3 clusters Score -2.264141e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175468 members
Mstep: Class 2 contains 725 members
Entering Unmasked Estep
Score: -22641412.000000 Penalty: 5991.350098
Iteration 38Q: 3 clusters Score -2.264141e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 175468 members
Mstep: Class 2 contains 725 members
Entering Unmasked Estep
Score: -22641412.000000 Penalty: 5991.350098
Iteration 39F: 3 clusters Score -2.264141e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 13 (19187 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19187 members
Entering Unmasked Estep
Score: -2473911.250000 Penalty: 2445.772949
Iteration 0F: 2 clusters Score -2473911 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9715 members
Mstep: Class 2 contains 9472 members
Entering Unmasked Estep
Score: -2460298.250000 Penalty: 4891.545898
Iteration 0F: 3 clusters Score -2460298 nChanged 8440
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9963 members
Mstep: Class 2 contains 9224 members
Entering Unmasked Estep
Score: -2464888.500000 Penalty: 4891.545898
Iteration 1F: 3 clusters Score -2464888 nChanged 1038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10151 members
Mstep: Class 2 contains 9036 members
Entering Unmasked Estep
Score: -2465293.500000 Penalty: 4891.545898
Iteration 2F: 3 clusters Score -2465294 nChanged 863
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10402 members
Mstep: Class 2 contains 8785 members
Entering Unmasked Estep
Score: -2465626.250000 Penalty: 4891.545898
Iteration 3Q: 3 clusters Score -2465626 nChanged 798
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10734 members
Mstep: Class 2 contains 8453 members
Entering Unmasked Estep
Score: -2465974.000000 Penalty: 4891.545898
Iteration 4Q: 3 clusters Score -2465974 nChanged 877
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11257 members
Mstep: Class 2 contains 7930 members
Entering Unmasked Estep
Score: -2466412.750000 Penalty: 4891.545898
Iteration 5Q: 3 clusters Score -2466413 nChanged 950
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11935 members
Mstep: Class 2 contains 7252 members
Entering Unmasked Estep
Score: -2466971.750000 Penalty: 4891.545898
Iteration 6Q: 3 clusters Score -2466972 nChanged 1053
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12792 members
Mstep: Class 2 contains 6395 members
Entering Unmasked Estep
Score: -2467656.000000 Penalty: 4891.545898
Iteration 7F: 3 clusters Score -2467656 nChanged 1175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13797 members
Mstep: Class 2 contains 5390 members
Entering Unmasked Estep
Score: -2468547.750000 Penalty: 4891.545898
Iteration 8F: 3 clusters Score -2468548 nChanged 1199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14852 members
Mstep: Class 2 contains 4335 members
Entering Unmasked Estep
Score: -2469513.500000 Penalty: 4891.545898
Iteration 9F: 3 clusters Score -2469514 nChanged 1117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15809 members
Mstep: Class 2 contains 3378 members
Entering Unmasked Estep
Score: -2470479.750000 Penalty: 4891.545898
Iteration 10F: 3 clusters Score -2470480 nChanged 831
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16512 members
Mstep: Class 2 contains 2675 members
Entering Unmasked Estep
Score: -2471150.500000 Penalty: 4891.545898
Iteration 11Q: 3 clusters Score -2471150 nChanged 563
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16937 members
Mstep: Class 2 contains 2250 members
Entering Unmasked Estep
Score: -2471555.250000 Penalty: 4891.545898
Iteration 12Q: 3 clusters Score -2471555 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17176 members
Mstep: Class 2 contains 2011 members
Entering Unmasked Estep
Score: -2471804.500000 Penalty: 4891.545898
Iteration 13Q: 3 clusters Score -2471804 nChanged 263
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17349 members
Mstep: Class 2 contains 1838 members
Entering Unmasked Estep
Score: -2471946.250000 Penalty: 4891.545898
Iteration 14Q: 3 clusters Score -2471946 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17484 members
Mstep: Class 2 contains 1703 members
Entering Unmasked Estep
Score: -2472036.750000 Penalty: 4891.545898
Iteration 15Q: 3 clusters Score -2472037 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17589 members
Mstep: Class 2 contains 1598 members
Entering Unmasked Estep
Score: -2472096.750000 Penalty: 4891.545898
Iteration 16Q: 3 clusters Score -2472097 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17662 members
Mstep: Class 2 contains 1525 members
Entering Unmasked Estep
Score: -2472140.500000 Penalty: 4891.545898
Iteration 17Q: 3 clusters Score -2472140 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17712 members
Mstep: Class 2 contains 1475 members
Entering Unmasked Estep
Score: -2472154.000000 Penalty: 4891.545898
Iteration 18Q: 3 clusters Score -2472154 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17758 members
Mstep: Class 2 contains 1429 members
Entering Unmasked Estep
Score: -2472176.250000 Penalty: 4891.545898
Iteration 19Q: 3 clusters Score -2472176 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17794 members
Mstep: Class 2 contains 1393 members
Entering Unmasked Estep
Score: -2472183.000000 Penalty: 4891.545898
Iteration 20F: 3 clusters Score -2472183 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17826 members
Mstep: Class 2 contains 1361 members
Entering Unmasked Estep
Score: -2472190.000000 Penalty: 4891.545898
Iteration 21Q: 3 clusters Score -2472190 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17850 members
Mstep: Class 2 contains 1337 members
Entering Unmasked Estep
Score: -2472206.000000 Penalty: 4891.545898
Iteration 22Q: 3 clusters Score -2472206 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17867 members
Mstep: Class 2 contains 1320 members
Entering Unmasked Estep
Score: -2472212.000000 Penalty: 4891.545898
Iteration 23Q: 3 clusters Score -2472212 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17888 members
Mstep: Class 2 contains 1299 members
Entering Unmasked Estep
Score: -2472221.500000 Penalty: 4891.545898
Iteration 24Q: 3 clusters Score -2472222 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17903 members
Mstep: Class 2 contains 1284 members
Entering Unmasked Estep
Score: -2472222.250000 Penalty: 4891.545898
Iteration 25Q: 3 clusters Score -2472222 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17916 members
Mstep: Class 2 contains 1271 members
Entering Unmasked Estep
Score: -2472224.750000 Penalty: 4891.545898
Iteration 26Q: 3 clusters Score -2472225 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17922 members
Mstep: Class 2 contains 1265 members
Entering Unmasked Estep
Score: -2472224.500000 Penalty: 4891.545898
Iteration 27Q: 3 clusters Score -2472224 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17935 members
Mstep: Class 2 contains 1252 members
Entering Unmasked Estep
Score: -2472231.750000 Penalty: 4891.545898
Iteration 28Q: 3 clusters Score -2472232 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17942 members
Mstep: Class 2 contains 1245 members
Entering Unmasked Estep
Score: -2472236.750000 Penalty: 4891.545898
Iteration 29Q: 3 clusters Score -2472237 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17968 members
Mstep: Class 2 contains 1219 members
Entering Unmasked Estep
Score: -2472256.750000 Penalty: 4891.545898
Iteration 30Q: 3 clusters Score -2472257 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17995 members
Mstep: Class 2 contains 1192 members
Entering Unmasked Estep
Score: -2472274.000000 Penalty: 4891.545898
Iteration 31Q: 3 clusters Score -2472274 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18025 members
Mstep: Class 2 contains 1162 members
Entering Unmasked Estep
Score: -2472294.500000 Penalty: 4891.545898
Iteration 32Q: 3 clusters Score -2472294 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18049 members
Mstep: Class 2 contains 1138 members
Entering Unmasked Estep
Score: -2472310.000000 Penalty: 4891.545898
Iteration 33Q: 3 clusters Score -2472310 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18075 members
Mstep: Class 2 contains 1112 members
Entering Unmasked Estep
Score: -2472324.500000 Penalty: 4891.545898
Iteration 34Q: 3 clusters Score -2472324 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18097 members
Mstep: Class 2 contains 1090 members
Entering Unmasked Estep
Score: -2472341.750000 Penalty: 4891.545898
Iteration 35Q: 3 clusters Score -2472342 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18118 members
Mstep: Class 2 contains 1069 members
Entering Unmasked Estep
Score: -2472347.750000 Penalty: 4891.545898
Iteration 36Q: 3 clusters Score -2472348 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18135 members
Mstep: Class 2 contains 1052 members
Entering Unmasked Estep
Score: -2472357.750000 Penalty: 4891.545898
Iteration 37Q: 3 clusters Score -2472358 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18156 members
Mstep: Class 2 contains 1031 members
Entering Unmasked Estep
Score: -2472368.500000 Penalty: 4891.545898
Iteration 38Q: 3 clusters Score -2472368 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18170 members
Mstep: Class 2 contains 1017 members
Entering Unmasked Estep
Score: -2472378.500000 Penalty: 4891.545898
Iteration 39Q: 3 clusters Score -2472378 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18182 members
Mstep: Class 2 contains 1005 members
Entering Unmasked Estep
Score: -2472384.750000 Penalty: 4891.545898
Iteration 40F: 3 clusters Score -2472385 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18193 members
Mstep: Class 2 contains 994 members
Entering Unmasked Estep
Score: -2472397.500000 Penalty: 4891.545898
Iteration 41Q: 3 clusters Score -2472398 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18203 members
Mstep: Class 2 contains 984 members
Entering Unmasked Estep
Score: -2472402.750000 Penalty: 4891.545898
Iteration 42Q: 3 clusters Score -2472403 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18212 members
Mstep: Class 2 contains 975 members
Entering Unmasked Estep
Score: -2472403.250000 Penalty: 4891.545898
Iteration 43Q: 3 clusters Score -2472403 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18219 members
Mstep: Class 2 contains 968 members
Entering Unmasked Estep
Score: -2472409.750000 Penalty: 4891.545898
Iteration 44Q: 3 clusters Score -2472410 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18221 members
Mstep: Class 2 contains 966 members
Entering Unmasked Estep
Score: -2472410.250000 Penalty: 4891.545898
Iteration 45Q: 3 clusters Score -2472410 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18222 members
Mstep: Class 2 contains 965 members
Entering Unmasked Estep
Score: -2472409.750000 Penalty: 4891.545898
Iteration 46Q: 3 clusters Score -2472410 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18225 members
Mstep: Class 2 contains 962 members
Entering Unmasked Estep
Score: -2472412.000000 Penalty: 4891.545898
Iteration 47Q: 3 clusters Score -2472412 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18227 members
Mstep: Class 2 contains 960 members
Entering Unmasked Estep
Score: -2472411.000000 Penalty: 4891.545898
Iteration 48Q: 3 clusters Score -2472411 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18229 members
Mstep: Class 2 contains 958 members
Entering Unmasked Estep
Score: -2472409.750000 Penalty: 4891.545898
Iteration 49Q: 3 clusters Score -2472410 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18230 members
Mstep: Class 2 contains 957 members
Entering Unmasked Estep
Score: -2472415.250000 Penalty: 4891.545898
Iteration 50Q: 3 clusters Score -2472415 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18229 members
Mstep: Class 2 contains 958 members
Entering Unmasked Estep
Score: -2472413.500000 Penalty: 4891.545898
Iteration 51Q: 3 clusters Score -2472414 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18228 members
Mstep: Class 2 contains 959 members
Entering Unmasked Estep
Score: -2472410.250000 Penalty: 4891.545898
Iteration 52Q: 3 clusters Score -2472410 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18228 members
Mstep: Class 2 contains 959 members
Entering Unmasked Estep
Score: -2472410.250000 Penalty: 4891.545898
Iteration 53F: 3 clusters Score -2472410 nChanged 0
Entering ConstructFrom:
Trying to split cluster 14 (185854 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 185854 members
Entering Unmasked Estep
Score: -23857224.000000 Penalty: 3008.913818
Iteration 0F: 2 clusters Score -2.385722e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 92652 members
Mstep: Class 2 contains 93202 members
Entering Unmasked Estep
Score: -23736362.000000 Penalty: 6017.827637
Iteration 0F: 3 clusters Score -2.373636e+07 nChanged 89509
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 89729 members
Mstep: Class 2 contains 96125 members
Entering Unmasked Estep
Score: -23789164.000000 Penalty: 6017.827637
Iteration 1F: 3 clusters Score -2.378916e+07 nChanged 6234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 88119 members
Mstep: Class 2 contains 97735 members
Entering Unmasked Estep
Score: -23791278.000000 Penalty: 6017.827637
Iteration 2Q: 3 clusters Score -2.379128e+07 nChanged 7240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 85821 members
Mstep: Class 2 contains 100033 members
Entering Unmasked Estep
Score: -23793848.000000 Penalty: 6017.827637
Iteration 3Q: 3 clusters Score -2.379385e+07 nChanged 8452
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82861 members
Mstep: Class 2 contains 102993 members
Entering Unmasked Estep
Score: -23798402.000000 Penalty: 6017.827637
Iteration 4Q: 3 clusters Score -2.37984e+07 nChanged 10129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 79328 members
Mstep: Class 2 contains 106526 members
Entering Unmasked Estep
Score: -23805138.000000 Penalty: 6017.827637
Iteration 5F: 3 clusters Score -2.380514e+07 nChanged 11893
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75711 members
Mstep: Class 2 contains 110143 members
Entering Unmasked Estep
Score: -23814450.000000 Penalty: 6017.827637
Iteration 6F: 3 clusters Score -2.381445e+07 nChanged 12680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72875 members
Mstep: Class 2 contains 112979 members
Entering Unmasked Estep
Score: -23823658.000000 Penalty: 6017.827637
Iteration 7F: 3 clusters Score -2.382366e+07 nChanged 11579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70970 members
Mstep: Class 2 contains 114884 members
Entering Unmasked Estep
Score: -23830816.000000 Penalty: 6017.827637
Iteration 8F: 3 clusters Score -2.383082e+07 nChanged 8953
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69841 members
Mstep: Class 2 contains 116013 members
Entering Unmasked Estep
Score: -23834668.000000 Penalty: 6017.827637
Iteration 9Q: 3 clusters Score -2.383467e+07 nChanged 6281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69010 members
Mstep: Class 2 contains 116844 members
Entering Unmasked Estep
Score: -23836706.000000 Penalty: 6017.827637
Iteration 10Q: 3 clusters Score -2.383671e+07 nChanged 4142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68208 members
Mstep: Class 2 contains 117646 members
Entering Unmasked Estep
Score: -23837716.000000 Penalty: 6017.827637
Iteration 11Q: 3 clusters Score -2.383772e+07 nChanged 3094
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67508 members
Mstep: Class 2 contains 118346 members
Entering Unmasked Estep
Score: -23838578.000000 Penalty: 6017.827637
Iteration 12Q: 3 clusters Score -2.383858e+07 nChanged 2670
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66936 members
Mstep: Class 2 contains 118918 members
Entering Unmasked Estep
Score: -23839168.000000 Penalty: 6017.827637
Iteration 13Q: 3 clusters Score -2.383917e+07 nChanged 2593
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66453 members
Mstep: Class 2 contains 119401 members
Entering Unmasked Estep
Score: -23840052.000000 Penalty: 6017.827637
Iteration 14Q: 3 clusters Score -2.384005e+07 nChanged 2623
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66038 members
Mstep: Class 2 contains 119816 members
Entering Unmasked Estep
Score: -23840816.000000 Penalty: 6017.827637
Iteration 15Q: 3 clusters Score -2.384082e+07 nChanged 2604
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65692 members
Mstep: Class 2 contains 120162 members
Entering Unmasked Estep
Score: -23841590.000000 Penalty: 6017.827637
Iteration 16Q: 3 clusters Score -2.384159e+07 nChanged 2406
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65340 members
Mstep: Class 2 contains 120514 members
Entering Unmasked Estep
Score: -23842290.000000 Penalty: 6017.827637
Iteration 17Q: 3 clusters Score -2.384229e+07 nChanged 2340
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64948 members
Mstep: Class 2 contains 120906 members
Entering Unmasked Estep
Score: -23842866.000000 Penalty: 6017.827637
Iteration 18Q: 3 clusters Score -2.384287e+07 nChanged 2144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64468 members
Mstep: Class 2 contains 121386 members
Entering Unmasked Estep
Score: -23843510.000000 Penalty: 6017.827637
Iteration 19Q: 3 clusters Score -2.384351e+07 nChanged 2024
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63872 members
Mstep: Class 2 contains 121982 members
Entering Unmasked Estep
Score: -23843966.000000 Penalty: 6017.827637
Iteration 20F: 3 clusters Score -2.384397e+07 nChanged 1839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63201 members
Mstep: Class 2 contains 122653 members
Entering Unmasked Estep
Score: -23844206.000000 Penalty: 6017.827637
Iteration 21Q: 3 clusters Score -2.384421e+07 nChanged 1674
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62465 members
Mstep: Class 2 contains 123389 members
Entering Unmasked Estep
Score: -23844510.000000 Penalty: 6017.827637
Iteration 22Q: 3 clusters Score -2.384451e+07 nChanged 1532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61711 members
Mstep: Class 2 contains 124143 members
Entering Unmasked Estep
Score: -23844702.000000 Penalty: 6017.827637
Iteration 23Q: 3 clusters Score -2.38447e+07 nChanged 1454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60889 members
Mstep: Class 2 contains 124965 members
Entering Unmasked Estep
Score: -23845060.000000 Penalty: 6017.827637
Iteration 24Q: 3 clusters Score -2.384506e+07 nChanged 1327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60076 members
Mstep: Class 2 contains 125778 members
Entering Unmasked Estep
Score: -23845240.000000 Penalty: 6017.827637
Iteration 25Q: 3 clusters Score -2.384524e+07 nChanged 1195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59217 members
Mstep: Class 2 contains 126637 members
Entering Unmasked Estep
Score: -23845442.000000 Penalty: 6017.827637
Iteration 26Q: 3 clusters Score -2.384544e+07 nChanged 1126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58303 members
Mstep: Class 2 contains 127551 members
Entering Unmasked Estep
Score: -23845528.000000 Penalty: 6017.827637
Iteration 27Q: 3 clusters Score -2.384553e+07 nChanged 1109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57358 members
Mstep: Class 2 contains 128496 members
Entering Unmasked Estep
Score: -23845680.000000 Penalty: 6017.827637
Iteration 28Q: 3 clusters Score -2.384568e+07 nChanged 1063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56413 members
Mstep: Class 2 contains 129441 members
Entering Unmasked Estep
Score: -23845840.000000 Penalty: 6017.827637
Iteration 29Q: 3 clusters Score -2.384584e+07 nChanged 1101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55386 members
Mstep: Class 2 contains 130468 members
Entering Unmasked Estep
Score: -23845934.000000 Penalty: 6017.827637
Iteration 30Q: 3 clusters Score -2.384593e+07 nChanged 1115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54329 members
Mstep: Class 2 contains 131525 members
Entering Unmasked Estep
Score: -23846042.000000 Penalty: 6017.827637
Iteration 31Q: 3 clusters Score -2.384604e+07 nChanged 1164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53205 members
Mstep: Class 2 contains 132649 members
Entering Unmasked Estep
Score: -23846260.000000 Penalty: 6017.827637
Iteration 32Q: 3 clusters Score -2.384626e+07 nChanged 1169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52056 members
Mstep: Class 2 contains 133798 members
Entering Unmasked Estep
Score: -23846412.000000 Penalty: 6017.827637
Iteration 33Q: 3 clusters Score -2.384641e+07 nChanged 1202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50866 members
Mstep: Class 2 contains 134988 members
Entering Unmasked Estep
Score: -23846606.000000 Penalty: 6017.827637
Iteration 34Q: 3 clusters Score -2.384661e+07 nChanged 1238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49632 members
Mstep: Class 2 contains 136222 members
Entering Unmasked Estep
Score: -23846798.000000 Penalty: 6017.827637
Iteration 35Q: 3 clusters Score -2.38468e+07 nChanged 1240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48394 members
Mstep: Class 2 contains 137460 members
Entering Unmasked Estep
Score: -23846912.000000 Penalty: 6017.827637
Iteration 36Q: 3 clusters Score -2.384691e+07 nChanged 1291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47105 members
Mstep: Class 2 contains 138749 members
Entering Unmasked Estep
Score: -23847166.000000 Penalty: 6017.827637
Iteration 37Q: 3 clusters Score -2.384717e+07 nChanged 1316
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45789 members
Mstep: Class 2 contains 140065 members
Entering Unmasked Estep
Score: -23847374.000000 Penalty: 6017.827637
Iteration 38Q: 3 clusters Score -2.384737e+07 nChanged 1425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44364 members
Mstep: Class 2 contains 141490 members
Entering Unmasked Estep
Score: -23847652.000000 Penalty: 6017.827637
Iteration 39Q: 3 clusters Score -2.384765e+07 nChanged 1485
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42879 members
Mstep: Class 2 contains 142975 members
Entering Unmasked Estep
Score: -23847904.000000 Penalty: 6017.827637
Iteration 40F: 3 clusters Score -2.38479e+07 nChanged 1529
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41350 members
Mstep: Class 2 contains 144504 members
Entering Unmasked Estep
Score: -23848290.000000 Penalty: 6017.827637
Iteration 41Q: 3 clusters Score -2.384829e+07 nChanged 1630
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39720 members
Mstep: Class 2 contains 146134 members
Entering Unmasked Estep
Score: -23848560.000000 Penalty: 6017.827637
Iteration 42Q: 3 clusters Score -2.384856e+07 nChanged 1587
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38133 members
Mstep: Class 2 contains 147721 members
Entering Unmasked Estep
Score: -23848896.000000 Penalty: 6017.827637
Iteration 43Q: 3 clusters Score -2.38489e+07 nChanged 1570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36563 members
Mstep: Class 2 contains 149291 members
Entering Unmasked Estep
Score: -23849238.000000 Penalty: 6017.827637
Iteration 44Q: 3 clusters Score -2.384924e+07 nChanged 1575
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34988 members
Mstep: Class 2 contains 150866 members
Entering Unmasked Estep
Score: -23849550.000000 Penalty: 6017.827637
Iteration 45Q: 3 clusters Score -2.384955e+07 nChanged 1612
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33376 members
Mstep: Class 2 contains 152478 members
Entering Unmasked Estep
Score: -23849864.000000 Penalty: 6017.827637
Iteration 46Q: 3 clusters Score -2.384986e+07 nChanged 1574
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31802 members
Mstep: Class 2 contains 154052 members
Entering Unmasked Estep
Score: -23850168.000000 Penalty: 6017.827637
Iteration 47Q: 3 clusters Score -2.385017e+07 nChanged 1506
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30296 members
Mstep: Class 2 contains 155558 members
Entering Unmasked Estep
Score: -23850392.000000 Penalty: 6017.827637
Iteration 48Q: 3 clusters Score -2.385039e+07 nChanged 1506
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28792 members
Mstep: Class 2 contains 157062 members
Entering Unmasked Estep
Score: -23850742.000000 Penalty: 6017.827637
Iteration 49Q: 3 clusters Score -2.385074e+07 nChanged 1446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27346 members
Mstep: Class 2 contains 158508 members
Entering Unmasked Estep
Score: -23851094.000000 Penalty: 6017.827637
Iteration 50Q: 3 clusters Score -2.385109e+07 nChanged 1416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25930 members
Mstep: Class 2 contains 159924 members
Entering Unmasked Estep
Score: -23851364.000000 Penalty: 6017.827637
Iteration 51Q: 3 clusters Score -2.385136e+07 nChanged 1307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24625 members
Mstep: Class 2 contains 161229 members
Entering Unmasked Estep
Score: -23851648.000000 Penalty: 6017.827637
Iteration 52Q: 3 clusters Score -2.385165e+07 nChanged 1264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23361 members
Mstep: Class 2 contains 162493 members
Entering Unmasked Estep
Score: -23851932.000000 Penalty: 6017.827637
Iteration 53Q: 3 clusters Score -2.385193e+07 nChanged 1153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22210 members
Mstep: Class 2 contains 163644 members
Entering Unmasked Estep
Score: -23852272.000000 Penalty: 6017.827637
Iteration 54Q: 3 clusters Score -2.385227e+07 nChanged 1093
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21119 members
Mstep: Class 2 contains 164735 members
Entering Unmasked Estep
Score: -23852440.000000 Penalty: 6017.827637
Iteration 55Q: 3 clusters Score -2.385244e+07 nChanged 1044
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20075 members
Mstep: Class 2 contains 165779 members
Entering Unmasked Estep
Score: -23852570.000000 Penalty: 6017.827637
Iteration 56Q: 3 clusters Score -2.385257e+07 nChanged 987
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19088 members
Mstep: Class 2 contains 166766 members
Entering Unmasked Estep
Score: -23852688.000000 Penalty: 6017.827637
Iteration 57Q: 3 clusters Score -2.385269e+07 nChanged 866
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18222 members
Mstep: Class 2 contains 167632 members
Entering Unmasked Estep
Score: -23852830.000000 Penalty: 6017.827637
Iteration 58Q: 3 clusters Score -2.385283e+07 nChanged 856
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17368 members
Mstep: Class 2 contains 168486 members
Entering Unmasked Estep
Score: -23852910.000000 Penalty: 6017.827637
Iteration 59Q: 3 clusters Score -2.385291e+07 nChanged 811
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16559 members
Mstep: Class 2 contains 169295 members
Entering Unmasked Estep
Score: -23853062.000000 Penalty: 6017.827637
Iteration 60F: 3 clusters Score -2.385306e+07 nChanged 747
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15812 members
Mstep: Class 2 contains 170042 members
Entering Unmasked Estep
Score: -23853166.000000 Penalty: 6017.827637
Iteration 61Q: 3 clusters Score -2.385317e+07 nChanged 698
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15114 members
Mstep: Class 2 contains 170740 members
Entering Unmasked Estep
Score: -23853252.000000 Penalty: 6017.827637
Iteration 62Q: 3 clusters Score -2.385325e+07 nChanged 674
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14444 members
Mstep: Class 2 contains 171410 members
Entering Unmasked Estep
Score: -23853456.000000 Penalty: 6017.827637
Iteration 63Q: 3 clusters Score -2.385346e+07 nChanged 639
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13811 members
Mstep: Class 2 contains 172043 members
Entering Unmasked Estep
Score: -23853580.000000 Penalty: 6017.827637
Iteration 64Q: 3 clusters Score -2.385358e+07 nChanged 597
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13220 members
Mstep: Class 2 contains 172634 members
Entering Unmasked Estep
Score: -23853648.000000 Penalty: 6017.827637
Iteration 65Q: 3 clusters Score -2.385365e+07 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12650 members
Mstep: Class 2 contains 173204 members
Entering Unmasked Estep
Score: -23853712.000000 Penalty: 6017.827637
Iteration 66Q: 3 clusters Score -2.385371e+07 nChanged 524
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12130 members
Mstep: Class 2 contains 173724 members
Entering Unmasked Estep
Score: -23853688.000000 Penalty: 6017.827637
Iteration 67Q: 3 clusters Score -2.385369e+07 nChanged 486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11652 members
Mstep: Class 2 contains 174202 members
Entering Unmasked Estep
Score: -23853736.000000 Penalty: 6017.827637
Iteration 68Q: 3 clusters Score -2.385374e+07 nChanged 454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11208 members
Mstep: Class 2 contains 174646 members
Entering Unmasked Estep
Score: -23853790.000000 Penalty: 6017.827637
Iteration 69Q: 3 clusters Score -2.385379e+07 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10789 members
Mstep: Class 2 contains 175065 members
Entering Unmasked Estep
Score: -23853812.000000 Penalty: 6017.827637
Iteration 70Q: 3 clusters Score -2.385381e+07 nChanged 436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10359 members
Mstep: Class 2 contains 175495 members
Entering Unmasked Estep
Score: -23853854.000000 Penalty: 6017.827637
Iteration 71Q: 3 clusters Score -2.385385e+07 nChanged 380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9979 members
Mstep: Class 2 contains 175875 members
Entering Unmasked Estep
Score: -23853932.000000 Penalty: 6017.827637
Iteration 72Q: 3 clusters Score -2.385393e+07 nChanged 362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9623 members
Mstep: Class 2 contains 176231 members
Entering Unmasked Estep
Score: -23853978.000000 Penalty: 6017.827637
Iteration 73Q: 3 clusters Score -2.385398e+07 nChanged 366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9271 members
Mstep: Class 2 contains 176583 members
Entering Unmasked Estep
Score: -23854056.000000 Penalty: 6017.827637
Iteration 74Q: 3 clusters Score -2.385406e+07 nChanged 351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8932 members
Mstep: Class 2 contains 176922 members
Entering Unmasked Estep
Score: -23854202.000000 Penalty: 6017.827637
Iteration 75Q: 3 clusters Score -2.38542e+07 nChanged 318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8626 members
Mstep: Class 2 contains 177228 members
Entering Unmasked Estep
Score: -23854260.000000 Penalty: 6017.827637
Iteration 76Q: 3 clusters Score -2.385426e+07 nChanged 264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8376 members
Mstep: Class 2 contains 177478 members
Entering Unmasked Estep
Score: -23854244.000000 Penalty: 6017.827637
Iteration 77Q: 3 clusters Score -2.385424e+07 nChanged 239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8149 members
Mstep: Class 2 contains 177705 members
Entering Unmasked Estep
Score: -23854258.000000 Penalty: 6017.827637
Iteration 78Q: 3 clusters Score -2.385426e+07 nChanged 215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7944 members
Mstep: Class 2 contains 177910 members
Entering Unmasked Estep
Score: -23854206.000000 Penalty: 6017.827637
Iteration 79Q: 3 clusters Score -2.385421e+07 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7769 members
Mstep: Class 2 contains 178085 members
Entering Unmasked Estep
Score: -23854284.000000 Penalty: 6017.827637
Iteration 80F: 3 clusters Score -2.385428e+07 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7587 members
Mstep: Class 2 contains 178267 members
Entering Unmasked Estep
Score: -23854288.000000 Penalty: 6017.827637
Iteration 81Q: 3 clusters Score -2.385429e+07 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7432 members
Mstep: Class 2 contains 178422 members
Entering Unmasked Estep
Score: -23854316.000000 Penalty: 6017.827637
Iteration 82Q: 3 clusters Score -2.385432e+07 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7270 members
Mstep: Class 2 contains 178584 members
Entering Unmasked Estep
Score: -23854328.000000 Penalty: 6017.827637
Iteration 83Q: 3 clusters Score -2.385433e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7128 members
Mstep: Class 2 contains 178726 members
Entering Unmasked Estep
Score: -23854320.000000 Penalty: 6017.827637
Iteration 84Q: 3 clusters Score -2.385432e+07 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6966 members
Mstep: Class 2 contains 178888 members
Entering Unmasked Estep
Score: -23854362.000000 Penalty: 6017.827637
Iteration 85Q: 3 clusters Score -2.385436e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6803 members
Mstep: Class 2 contains 179051 members
Entering Unmasked Estep
Score: -23854386.000000 Penalty: 6017.827637
Iteration 86Q: 3 clusters Score -2.385439e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6663 members
Mstep: Class 2 contains 179191 members
Entering Unmasked Estep
Score: -23854422.000000 Penalty: 6017.827637
Iteration 87Q: 3 clusters Score -2.385442e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6519 members
Mstep: Class 2 contains 179335 members
Entering Unmasked Estep
Score: -23854486.000000 Penalty: 6017.827637
Iteration 88Q: 3 clusters Score -2.385449e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6391 members
Mstep: Class 2 contains 179463 members
Entering Unmasked Estep
Score: -23854456.000000 Penalty: 6017.827637
Iteration 89Q: 3 clusters Score -2.385446e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6263 members
Mstep: Class 2 contains 179591 members
Entering Unmasked Estep
Score: -23854472.000000 Penalty: 6017.827637
Iteration 90Q: 3 clusters Score -2.385447e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6144 members
Mstep: Class 2 contains 179710 members
Entering Unmasked Estep
Score: -23854506.000000 Penalty: 6017.827637
Iteration 91Q: 3 clusters Score -2.385451e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6039 members
Mstep: Class 2 contains 179815 members
Entering Unmasked Estep
Score: -23854464.000000 Penalty: 6017.827637
Iteration 92Q: 3 clusters Score -2.385446e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5939 members
Mstep: Class 2 contains 179915 members
Entering Unmasked Estep
Score: -23854472.000000 Penalty: 6017.827637
Iteration 93Q: 3 clusters Score -2.385447e+07 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5837 members
Mstep: Class 2 contains 180017 members
Entering Unmasked Estep
Score: -23854504.000000 Penalty: 6017.827637
Iteration 94Q: 3 clusters Score -2.38545e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5748 members
Mstep: Class 2 contains 180106 members
Entering Unmasked Estep
Score: -23854490.000000 Penalty: 6017.827637
Iteration 95Q: 3 clusters Score -2.385449e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5652 members
Mstep: Class 2 contains 180202 members
Entering Unmasked Estep
Score: -23854530.000000 Penalty: 6017.827637
Iteration 96Q: 3 clusters Score -2.385453e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5550 members
Mstep: Class 2 contains 180304 members
Entering Unmasked Estep
Score: -23854522.000000 Penalty: 6017.827637
Iteration 97Q: 3 clusters Score -2.385452e+07 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5451 members
Mstep: Class 2 contains 180403 members
Entering Unmasked Estep
Score: -23854512.000000 Penalty: 6017.827637
Iteration 98Q: 3 clusters Score -2.385451e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5361 members
Mstep: Class 2 contains 180493 members
Entering Unmasked Estep
Score: -23854594.000000 Penalty: 6017.827637
Iteration 99Q: 3 clusters Score -2.385459e+07 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5286 members
Mstep: Class 2 contains 180568 members
Entering Unmasked Estep
Score: -23854574.000000 Penalty: 6017.827637
Iteration 100F: 3 clusters Score -2.385457e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5208 members
Mstep: Class 2 contains 180646 members
Entering Unmasked Estep
Score: -23854632.000000 Penalty: 6017.827637
Iteration 101Q: 3 clusters Score -2.385463e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5141 members
Mstep: Class 2 contains 180713 members
Entering Unmasked Estep
Score: -23854666.000000 Penalty: 6017.827637
Iteration 102Q: 3 clusters Score -2.385467e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5069 members
Mstep: Class 2 contains 180785 members
Entering Unmasked Estep
Score: -23854684.000000 Penalty: 6017.827637
Iteration 103Q: 3 clusters Score -2.385468e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5012 members
Mstep: Class 2 contains 180842 members
Entering Unmasked Estep
Score: -23854674.000000 Penalty: 6017.827637
Iteration 104Q: 3 clusters Score -2.385467e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4953 members
Mstep: Class 2 contains 180901 members
Entering Unmasked Estep
Score: -23854690.000000 Penalty: 6017.827637
Iteration 105Q: 3 clusters Score -2.385469e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4907 members
Mstep: Class 2 contains 180947 members
Entering Unmasked Estep
Score: -23854694.000000 Penalty: 6017.827637
Iteration 106Q: 3 clusters Score -2.385469e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4868 members
Mstep: Class 2 contains 180986 members
Entering Unmasked Estep
Score: -23854678.000000 Penalty: 6017.827637
Iteration 107Q: 3 clusters Score -2.385468e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4836 members
Mstep: Class 2 contains 181018 members
Entering Unmasked Estep
Score: -23854688.000000 Penalty: 6017.827637
Iteration 108Q: 3 clusters Score -2.385469e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4806 members
Mstep: Class 2 contains 181048 members
Entering Unmasked Estep
Score: -23854690.000000 Penalty: 6017.827637
Iteration 109Q: 3 clusters Score -2.385469e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4778 members
Mstep: Class 2 contains 181076 members
Entering Unmasked Estep
Score: -23854722.000000 Penalty: 6017.827637
Iteration 110Q: 3 clusters Score -2.385472e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4751 members
Mstep: Class 2 contains 181103 members
Entering Unmasked Estep
Score: -23854710.000000 Penalty: 6017.827637
Iteration 111Q: 3 clusters Score -2.385471e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4730 members
Mstep: Class 2 contains 181124 members
Entering Unmasked Estep
Score: -23854696.000000 Penalty: 6017.827637
Iteration 112Q: 3 clusters Score -2.38547e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4709 members
Mstep: Class 2 contains 181145 members
Entering Unmasked Estep
Score: -23854728.000000 Penalty: 6017.827637
Iteration 113Q: 3 clusters Score -2.385473e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4691 members
Mstep: Class 2 contains 181163 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 114Q: 3 clusters Score -2.385475e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4679 members
Mstep: Class 2 contains 181175 members
Entering Unmasked Estep
Score: -23854756.000000 Penalty: 6017.827637
Iteration 115Q: 3 clusters Score -2.385476e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4666 members
Mstep: Class 2 contains 181188 members
Entering Unmasked Estep
Score: -23854744.000000 Penalty: 6017.827637
Iteration 116Q: 3 clusters Score -2.385474e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4650 members
Mstep: Class 2 contains 181204 members
Entering Unmasked Estep
Score: -23854742.000000 Penalty: 6017.827637
Iteration 117Q: 3 clusters Score -2.385474e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4642 members
Mstep: Class 2 contains 181212 members
Entering Unmasked Estep
Score: -23854732.000000 Penalty: 6017.827637
Iteration 118Q: 3 clusters Score -2.385473e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4632 members
Mstep: Class 2 contains 181222 members
Entering Unmasked Estep
Score: -23854736.000000 Penalty: 6017.827637
Iteration 119Q: 3 clusters Score -2.385474e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4625 members
Mstep: Class 2 contains 181229 members
Entering Unmasked Estep
Score: -23854734.000000 Penalty: 6017.827637
Iteration 120F: 3 clusters Score -2.385473e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4617 members
Mstep: Class 2 contains 181237 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 121Q: 3 clusters Score -2.385475e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4601 members
Mstep: Class 2 contains 181253 members
Entering Unmasked Estep
Score: -23854742.000000 Penalty: 6017.827637
Iteration 122Q: 3 clusters Score -2.385474e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4587 members
Mstep: Class 2 contains 181267 members
Entering Unmasked Estep
Score: -23854752.000000 Penalty: 6017.827637
Iteration 123Q: 3 clusters Score -2.385475e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4570 members
Mstep: Class 2 contains 181284 members
Entering Unmasked Estep
Score: -23854738.000000 Penalty: 6017.827637
Iteration 124Q: 3 clusters Score -2.385474e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4553 members
Mstep: Class 2 contains 181301 members
Entering Unmasked Estep
Score: -23854734.000000 Penalty: 6017.827637
Iteration 125Q: 3 clusters Score -2.385473e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4539 members
Mstep: Class 2 contains 181315 members
Entering Unmasked Estep
Score: -23854762.000000 Penalty: 6017.827637
Iteration 126Q: 3 clusters Score -2.385476e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4519 members
Mstep: Class 2 contains 181335 members
Entering Unmasked Estep
Score: -23854756.000000 Penalty: 6017.827637
Iteration 127Q: 3 clusters Score -2.385476e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4504 members
Mstep: Class 2 contains 181350 members
Entering Unmasked Estep
Score: -23854738.000000 Penalty: 6017.827637
Iteration 128Q: 3 clusters Score -2.385474e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4488 members
Mstep: Class 2 contains 181366 members
Entering Unmasked Estep
Score: -23854748.000000 Penalty: 6017.827637
Iteration 129Q: 3 clusters Score -2.385475e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4475 members
Mstep: Class 2 contains 181379 members
Entering Unmasked Estep
Score: -23854736.000000 Penalty: 6017.827637
Iteration 130Q: 3 clusters Score -2.385474e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4472 members
Mstep: Class 2 contains 181382 members
Entering Unmasked Estep
Score: -23854754.000000 Penalty: 6017.827637
Iteration 131Q: 3 clusters Score -2.385475e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4462 members
Mstep: Class 2 contains 181392 members
Entering Unmasked Estep
Score: -23854756.000000 Penalty: 6017.827637
Iteration 132Q: 3 clusters Score -2.385476e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4454 members
Mstep: Class 2 contains 181400 members
Entering Unmasked Estep
Score: -23854750.000000 Penalty: 6017.827637
Iteration 133Q: 3 clusters Score -2.385475e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4443 members
Mstep: Class 2 contains 181411 members
Entering Unmasked Estep
Score: -23854754.000000 Penalty: 6017.827637
Iteration 134Q: 3 clusters Score -2.385475e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4435 members
Mstep: Class 2 contains 181419 members
Entering Unmasked Estep
Score: -23854760.000000 Penalty: 6017.827637
Iteration 135Q: 3 clusters Score -2.385476e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4423 members
Mstep: Class 2 contains 181431 members
Entering Unmasked Estep
Score: -23854760.000000 Penalty: 6017.827637
Iteration 136Q: 3 clusters Score -2.385476e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4410 members
Mstep: Class 2 contains 181444 members
Entering Unmasked Estep
Score: -23854736.000000 Penalty: 6017.827637
Iteration 137Q: 3 clusters Score -2.385474e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4402 members
Mstep: Class 2 contains 181452 members
Entering Unmasked Estep
Score: -23854736.000000 Penalty: 6017.827637
Iteration 138Q: 3 clusters Score -2.385474e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4388 members
Mstep: Class 2 contains 181466 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 139Q: 3 clusters Score -2.385475e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4361 members
Mstep: Class 2 contains 181493 members
Entering Unmasked Estep
Score: -23854740.000000 Penalty: 6017.827637
Iteration 140F: 3 clusters Score -2.385474e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4344 members
Mstep: Class 2 contains 181510 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 141Q: 3 clusters Score -2.385475e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4331 members
Mstep: Class 2 contains 181523 members
Entering Unmasked Estep
Score: -23854758.000000 Penalty: 6017.827637
Iteration 142Q: 3 clusters Score -2.385476e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4323 members
Mstep: Class 2 contains 181531 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 143Q: 3 clusters Score -2.385475e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4315 members
Mstep: Class 2 contains 181539 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 144Q: 3 clusters Score -2.385475e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4307 members
Mstep: Class 2 contains 181547 members
Entering Unmasked Estep
Score: -23854760.000000 Penalty: 6017.827637
Iteration 145Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4300 members
Mstep: Class 2 contains 181554 members
Entering Unmasked Estep
Score: -23854756.000000 Penalty: 6017.827637
Iteration 146Q: 3 clusters Score -2.385476e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4297 members
Mstep: Class 2 contains 181557 members
Entering Unmasked Estep
Score: -23854762.000000 Penalty: 6017.827637
Iteration 147Q: 3 clusters Score -2.385476e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4297 members
Mstep: Class 2 contains 181557 members
Entering Unmasked Estep
Score: -23854760.000000 Penalty: 6017.827637
Iteration 148Q: 3 clusters Score -2.385476e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4296 members
Mstep: Class 2 contains 181558 members
Entering Unmasked Estep
Score: -23854768.000000 Penalty: 6017.827637
Iteration 149Q: 3 clusters Score -2.385477e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4295 members
Mstep: Class 2 contains 181559 members
Entering Unmasked Estep
Score: -23854764.000000 Penalty: 6017.827637
Iteration 150Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4292 members
Mstep: Class 2 contains 181562 members
Entering Unmasked Estep
Score: -23854758.000000 Penalty: 6017.827637
Iteration 151Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4285 members
Mstep: Class 2 contains 181569 members
Entering Unmasked Estep
Score: -23854750.000000 Penalty: 6017.827637
Iteration 152Q: 3 clusters Score -2.385475e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4277 members
Mstep: Class 2 contains 181577 members
Entering Unmasked Estep
Score: -23854750.000000 Penalty: 6017.827637
Iteration 153Q: 3 clusters Score -2.385475e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4267 members
Mstep: Class 2 contains 181587 members
Entering Unmasked Estep
Score: -23854764.000000 Penalty: 6017.827637
Iteration 154Q: 3 clusters Score -2.385476e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4259 members
Mstep: Class 2 contains 181595 members
Entering Unmasked Estep
Score: -23854774.000000 Penalty: 6017.827637
Iteration 155Q: 3 clusters Score -2.385477e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4251 members
Mstep: Class 2 contains 181603 members
Entering Unmasked Estep
Score: -23854768.000000 Penalty: 6017.827637
Iteration 156Q: 3 clusters Score -2.385477e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4243 members
Mstep: Class 2 contains 181611 members
Entering Unmasked Estep
Score: -23854750.000000 Penalty: 6017.827637
Iteration 157Q: 3 clusters Score -2.385475e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4239 members
Mstep: Class 2 contains 181615 members
Entering Unmasked Estep
Score: -23854758.000000 Penalty: 6017.827637
Iteration 158Q: 3 clusters Score -2.385476e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4232 members
Mstep: Class 2 contains 181622 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 159Q: 3 clusters Score -2.385475e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4225 members
Mstep: Class 2 contains 181629 members
Entering Unmasked Estep
Score: -23854758.000000 Penalty: 6017.827637
Iteration 160F: 3 clusters Score -2.385476e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4216 members
Mstep: Class 2 contains 181638 members
Entering Unmasked Estep
Score: -23854736.000000 Penalty: 6017.827637
Iteration 161Q: 3 clusters Score -2.385474e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4213 members
Mstep: Class 2 contains 181641 members
Entering Unmasked Estep
Score: -23854760.000000 Penalty: 6017.827637
Iteration 162Q: 3 clusters Score -2.385476e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4210 members
Mstep: Class 2 contains 181644 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 163Q: 3 clusters Score -2.385475e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4205 members
Mstep: Class 2 contains 181649 members
Entering Unmasked Estep
Score: -23854748.000000 Penalty: 6017.827637
Iteration 164Q: 3 clusters Score -2.385475e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4203 members
Mstep: Class 2 contains 181651 members
Entering Unmasked Estep
Score: -23854746.000000 Penalty: 6017.827637
Iteration 165Q: 3 clusters Score -2.385475e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4201 members
Mstep: Class 2 contains 181653 members
Entering Unmasked Estep
Score: -23854754.000000 Penalty: 6017.827637
Iteration 166Q: 3 clusters Score -2.385475e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4199 members
Mstep: Class 2 contains 181655 members
Entering Unmasked Estep
Score: -23854748.000000 Penalty: 6017.827637
Iteration 167Q: 3 clusters Score -2.385475e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4198 members
Mstep: Class 2 contains 181656 members
Entering Unmasked Estep
Score: -23854734.000000 Penalty: 6017.827637
Iteration 168Q: 3 clusters Score -2.385473e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4197 members
Mstep: Class 2 contains 181657 members
Entering Unmasked Estep
Score: -23854744.000000 Penalty: 6017.827637
Iteration 169Q: 3 clusters Score -2.385474e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4196 members
Mstep: Class 2 contains 181658 members
Entering Unmasked Estep
Score: -23854750.000000 Penalty: 6017.827637
Iteration 170Q: 3 clusters Score -2.385475e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4195 members
Mstep: Class 2 contains 181659 members
Entering Unmasked Estep
Score: -23854754.000000 Penalty: 6017.827637
Iteration 171Q: 3 clusters Score -2.385475e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4195 members
Mstep: Class 2 contains 181659 members
Entering Unmasked Estep
Score: -23854754.000000 Penalty: 6017.827637
Iteration 172F: 3 clusters Score -2.385475e+07 nChanged 0
Entering ConstructFrom:
Trying to split cluster 15 (964 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 964 members
Entering Unmasked Estep
Score: -115249.062500 Penalty: 1704.030640
Iteration 0F: 2 clusters Score -115249.1 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 507 members
Mstep: Class 2 contains 457 members
Entering Unmasked Estep
Score: -113398.773438 Penalty: 3408.061279
Iteration 0F: 3 clusters Score -113398.8 nChanged 234
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 583 members
Mstep: Class 2 contains 381 members
Entering Unmasked Estep
Score: -113833.796875 Penalty: 3408.061279
Iteration 1F: 3 clusters Score -113833.8 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 606 members
Mstep: Class 2 contains 358 members
Entering Unmasked Estep
Score: -113980.867188 Penalty: 3408.061279
Iteration 2F: 3 clusters Score -113980.9 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 620 members
Mstep: Class 2 contains 344 members
Entering Unmasked Estep
Score: -114088.500000 Penalty: 3408.061279
Iteration 3Q: 3 clusters Score -114088.5 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 638 members
Mstep: Class 2 contains 326 members
Entering Unmasked Estep
Score: -114179.132812 Penalty: 3408.061279
Iteration 4Q: 3 clusters Score -114179.1 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 648 members
Mstep: Class 2 contains 316 members
Entering Unmasked Estep
Score: -114211.210938 Penalty: 3408.061279
Iteration 5Q: 3 clusters Score -114211.2 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 651 members
Mstep: Class 2 contains 313 members
Entering Unmasked Estep
Score: -114234.210938 Penalty: 3408.061279
Iteration 6Q: 3 clusters Score -114234.2 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 652 members
Mstep: Class 2 contains 312 members
Entering Unmasked Estep
Score: -114255.039062 Penalty: 3408.061279
Iteration 7Q: 3 clusters Score -114255 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 653 members
Mstep: Class 2 contains 311 members
Entering Unmasked Estep
Score: -114262.718750 Penalty: 3408.061279
Iteration 8Q: 3 clusters Score -114262.7 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 653 members
Mstep: Class 2 contains 311 members
Entering Unmasked Estep
Score: -114267.179688 Penalty: 3408.061279
Iteration 9Q: 3 clusters Score -114267.2 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 654 members
Mstep: Class 2 contains 310 members
Entering Unmasked Estep
Score: -114269.328125 Penalty: 3408.061279
Iteration 10Q: 3 clusters Score -114269.3 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 654 members
Mstep: Class 2 contains 310 members
Entering Unmasked Estep
Score: -114269.328125 Penalty: 3408.061279
Iteration 11F: 3 clusters Score -114269.3 nChanged 0
Entering ConstructFrom:
Trying to split cluster 16 (9021 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9021 members
Entering Unmasked Estep
Score: -1099714.750000 Penalty: 2258.613037
Iteration 0F: 2 clusters Score -1099715 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4507 members
Mstep: Class 2 contains 4514 members
Entering Unmasked Estep
Score: -1092798.250000 Penalty: 4517.226074
Iteration 0F: 3 clusters Score -1092798 nChanged 3641
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4878 members
Mstep: Class 2 contains 4143 members
Entering Unmasked Estep
Score: -1095438.250000 Penalty: 4517.226074
Iteration 1F: 3 clusters Score -1095438 nChanged 933
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5273 members
Mstep: Class 2 contains 3748 members
Entering Unmasked Estep
Score: -1096328.625000 Penalty: 4517.226074
Iteration 2F: 3 clusters Score -1096329 nChanged 866
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5791 members
Mstep: Class 2 contains 3230 members
Entering Unmasked Estep
Score: -1097095.750000 Penalty: 4517.226074
Iteration 3F: 3 clusters Score -1097096 nChanged 699
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6282 members
Mstep: Class 2 contains 2739 members
Entering Unmasked Estep
Score: -1097668.625000 Penalty: 4517.226074
Iteration 4F: 3 clusters Score -1097669 nChanged 499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6667 members
Mstep: Class 2 contains 2354 members
Entering Unmasked Estep
Score: -1098042.625000 Penalty: 4517.226074
Iteration 5F: 3 clusters Score -1098043 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6951 members
Mstep: Class 2 contains 2070 members
Entering Unmasked Estep
Score: -1098264.250000 Penalty: 4517.226074
Iteration 6Q: 3 clusters Score -1098264 nChanged 216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7129 members
Mstep: Class 2 contains 1892 members
Entering Unmasked Estep
Score: -1098383.250000 Penalty: 4517.226074
Iteration 7Q: 3 clusters Score -1098383 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7255 members
Mstep: Class 2 contains 1766 members
Entering Unmasked Estep
Score: -1098457.500000 Penalty: 4517.226074
Iteration 8Q: 3 clusters Score -1098458 nChanged 120
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7361 members
Mstep: Class 2 contains 1660 members
Entering Unmasked Estep
Score: -1098520.750000 Penalty: 4517.226074
Iteration 9Q: 3 clusters Score -1098521 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7438 members
Mstep: Class 2 contains 1583 members
Entering Unmasked Estep
Score: -1098554.125000 Penalty: 4517.226074
Iteration 10Q: 3 clusters Score -1098554 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7489 members
Mstep: Class 2 contains 1532 members
Entering Unmasked Estep
Score: -1098592.625000 Penalty: 4517.226074
Iteration 11Q: 3 clusters Score -1098593 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7537 members
Mstep: Class 2 contains 1484 members
Entering Unmasked Estep
Score: -1098622.500000 Penalty: 4517.226074
Iteration 12Q: 3 clusters Score -1098622 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7577 members
Mstep: Class 2 contains 1444 members
Entering Unmasked Estep
Score: -1098651.250000 Penalty: 4517.226074
Iteration 13Q: 3 clusters Score -1098651 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7627 members
Mstep: Class 2 contains 1394 members
Entering Unmasked Estep
Score: -1098678.500000 Penalty: 4517.226074
Iteration 14Q: 3 clusters Score -1098678 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7672 members
Mstep: Class 2 contains 1349 members
Entering Unmasked Estep
Score: -1098708.125000 Penalty: 4517.226074
Iteration 15Q: 3 clusters Score -1098708 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7707 members
Mstep: Class 2 contains 1314 members
Entering Unmasked Estep
Score: -1098732.500000 Penalty: 4517.226074
Iteration 16Q: 3 clusters Score -1098732 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7742 members
Mstep: Class 2 contains 1279 members
Entering Unmasked Estep
Score: -1098754.000000 Penalty: 4517.226074
Iteration 17Q: 3 clusters Score -1098754 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7775 members
Mstep: Class 2 contains 1246 members
Entering Unmasked Estep
Score: -1098769.750000 Penalty: 4517.226074
Iteration 18Q: 3 clusters Score -1098770 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7805 members
Mstep: Class 2 contains 1216 members
Entering Unmasked Estep
Score: -1098785.500000 Penalty: 4517.226074
Iteration 19Q: 3 clusters Score -1098786 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7840 members
Mstep: Class 2 contains 1181 members
Entering Unmasked Estep
Score: -1098799.250000 Penalty: 4517.226074
Iteration 20F: 3 clusters Score -1098799 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7877 members
Mstep: Class 2 contains 1144 members
Entering Unmasked Estep
Score: -1098816.125000 Penalty: 4517.226074
Iteration 21Q: 3 clusters Score -1098816 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7910 members
Mstep: Class 2 contains 1111 members
Entering Unmasked Estep
Score: -1098825.250000 Penalty: 4517.226074
Iteration 22Q: 3 clusters Score -1098825 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7937 members
Mstep: Class 2 contains 1084 members
Entering Unmasked Estep
Score: -1098837.500000 Penalty: 4517.226074
Iteration 23Q: 3 clusters Score -1098838 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7961 members
Mstep: Class 2 contains 1060 members
Entering Unmasked Estep
Score: -1098847.250000 Penalty: 4517.226074
Iteration 24Q: 3 clusters Score -1098847 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7989 members
Mstep: Class 2 contains 1032 members
Entering Unmasked Estep
Score: -1098857.875000 Penalty: 4517.226074
Iteration 25Q: 3 clusters Score -1098858 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8005 members
Mstep: Class 2 contains 1016 members
Entering Unmasked Estep
Score: -1098863.000000 Penalty: 4517.226074
Iteration 26Q: 3 clusters Score -1098863 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8018 members
Mstep: Class 2 contains 1003 members
Entering Unmasked Estep
Score: -1098867.125000 Penalty: 4517.226074
Iteration 27Q: 3 clusters Score -1098867 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8028 members
Mstep: Class 2 contains 993 members
Entering Unmasked Estep
Score: -1098871.000000 Penalty: 4517.226074
Iteration 28Q: 3 clusters Score -1098871 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8040 members
Mstep: Class 2 contains 981 members
Entering Unmasked Estep
Score: -1098876.125000 Penalty: 4517.226074
Iteration 29Q: 3 clusters Score -1098876 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8057 members
Mstep: Class 2 contains 964 members
Entering Unmasked Estep
Score: -1098886.625000 Penalty: 4517.226074
Iteration 30Q: 3 clusters Score -1098887 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8079 members
Mstep: Class 2 contains 942 members
Entering Unmasked Estep
Score: -1098893.625000 Penalty: 4517.226074
Iteration 31Q: 3 clusters Score -1098894 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8091 members
Mstep: Class 2 contains 930 members
Entering Unmasked Estep
Score: -1098899.000000 Penalty: 4517.226074
Iteration 32Q: 3 clusters Score -1098899 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8101 members
Mstep: Class 2 contains 920 members
Entering Unmasked Estep
Score: -1098901.375000 Penalty: 4517.226074
Iteration 33Q: 3 clusters Score -1098901 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8110 members
Mstep: Class 2 contains 911 members
Entering Unmasked Estep
Score: -1098905.625000 Penalty: 4517.226074
Iteration 34Q: 3 clusters Score -1098906 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8120 members
Mstep: Class 2 contains 901 members
Entering Unmasked Estep
Score: -1098909.875000 Penalty: 4517.226074
Iteration 35Q: 3 clusters Score -1098910 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8124 members
Mstep: Class 2 contains 897 members
Entering Unmasked Estep
Score: -1098911.375000 Penalty: 4517.226074
Iteration 36Q: 3 clusters Score -1098911 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8128 members
Mstep: Class 2 contains 893 members
Entering Unmasked Estep
Score: -1098913.375000 Penalty: 4517.226074
Iteration 37Q: 3 clusters Score -1098913 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8134 members
Mstep: Class 2 contains 887 members
Entering Unmasked Estep
Score: -1098914.875000 Penalty: 4517.226074
Iteration 38Q: 3 clusters Score -1098915 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8139 members
Mstep: Class 2 contains 882 members
Entering Unmasked Estep
Score: -1098916.875000 Penalty: 4517.226074
Iteration 39Q: 3 clusters Score -1098917 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8145 members
Mstep: Class 2 contains 876 members
Entering Unmasked Estep
Score: -1098919.875000 Penalty: 4517.226074
Iteration 40F: 3 clusters Score -1098920 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8148 members
Mstep: Class 2 contains 873 members
Entering Unmasked Estep
Score: -1098920.375000 Penalty: 4517.226074
Iteration 41Q: 3 clusters Score -1098920 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8150 members
Mstep: Class 2 contains 871 members
Entering Unmasked Estep
Score: -1098922.000000 Penalty: 4517.226074
Iteration 42Q: 3 clusters Score -1098922 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8150 members
Mstep: Class 2 contains 871 members
Entering Unmasked Estep
Score: -1098922.000000 Penalty: 4517.226074
Iteration 43F: 3 clusters Score -1098922 nChanged 0
Entering ConstructFrom:
Trying to split cluster 17 (57098 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57098 members
Entering Unmasked Estep
Score: -7442125.000000 Penalty: 2716.226074
Iteration 0F: 2 clusters Score -7442125 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28574 members
Mstep: Class 2 contains 28524 members
Entering Unmasked Estep
Score: -7403526.000000 Penalty: 5432.452148
Iteration 0F: 3 clusters Score -7403526 nChanged 26567
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28493 members
Mstep: Class 2 contains 28605 members
Entering Unmasked Estep
Score: -7418243.500000 Penalty: 5432.452148
Iteration 1F: 3 clusters Score -7418244 nChanged 2116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28537 members
Mstep: Class 2 contains 28561 members
Entering Unmasked Estep
Score: -7418731.500000 Penalty: 5432.452148
Iteration 2Q: 3 clusters Score -7418732 nChanged 1905
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28642 members
Mstep: Class 2 contains 28456 members
Entering Unmasked Estep
Score: -7419248.500000 Penalty: 5432.452148
Iteration 3Q: 3 clusters Score -7419248 nChanged 1833
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28813 members
Mstep: Class 2 contains 28285 members
Entering Unmasked Estep
Score: -7419758.000000 Penalty: 5432.452148
Iteration 4Q: 3 clusters Score -7419758 nChanged 1881
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29050 members
Mstep: Class 2 contains 28048 members
Entering Unmasked Estep
Score: -7420374.000000 Penalty: 5432.452148
Iteration 5Q: 3 clusters Score -7420374 nChanged 1990
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29270 members
Mstep: Class 2 contains 27828 members
Entering Unmasked Estep
Score: -7421146.000000 Penalty: 5432.452148
Iteration 6Q: 3 clusters Score -7421146 nChanged 2245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29503 members
Mstep: Class 2 contains 27595 members
Entering Unmasked Estep
Score: -7422216.000000 Penalty: 5432.452148
Iteration 7Q: 3 clusters Score -7422216 nChanged 2477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29644 members
Mstep: Class 2 contains 27454 members
Entering Unmasked Estep
Score: -7423416.000000 Penalty: 5432.452148
Iteration 8Q: 3 clusters Score -7423416 nChanged 2808
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29680 members
Mstep: Class 2 contains 27418 members
Entering Unmasked Estep
Score: -7424853.500000 Penalty: 5432.452148
Iteration 9Q: 3 clusters Score -7424854 nChanged 2969
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29529 members
Mstep: Class 2 contains 27569 members
Entering Unmasked Estep
Score: -7426627.500000 Penalty: 5432.452148
Iteration 10F: 3 clusters Score -7426628 nChanged 3270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29099 members
Mstep: Class 2 contains 27999 members
Entering Unmasked Estep
Score: -7428735.000000 Penalty: 5432.452148
Iteration 11F: 3 clusters Score -7428735 nChanged 3299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28418 members
Mstep: Class 2 contains 28680 members
Entering Unmasked Estep
Score: -7430899.000000 Penalty: 5432.452148
Iteration 12F: 3 clusters Score -7430899 nChanged 2910
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27632 members
Mstep: Class 2 contains 29466 members
Entering Unmasked Estep
Score: -7432546.500000 Penalty: 5432.452148
Iteration 13F: 3 clusters Score -7432546 nChanged 2093
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26969 members
Mstep: Class 2 contains 30129 members
Entering Unmasked Estep
Score: -7433379.500000 Penalty: 5432.452148
Iteration 14Q: 3 clusters Score -7433380 nChanged 1292
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26427 members
Mstep: Class 2 contains 30671 members
Entering Unmasked Estep
Score: -7433737.500000 Penalty: 5432.452148
Iteration 15Q: 3 clusters Score -7433738 nChanged 821
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25974 members
Mstep: Class 2 contains 31124 members
Entering Unmasked Estep
Score: -7433953.500000 Penalty: 5432.452148
Iteration 16Q: 3 clusters Score -7433954 nChanged 604
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25590 members
Mstep: Class 2 contains 31508 members
Entering Unmasked Estep
Score: -7434092.000000 Penalty: 5432.452148
Iteration 17Q: 3 clusters Score -7434092 nChanged 527
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25201 members
Mstep: Class 2 contains 31897 members
Entering Unmasked Estep
Score: -7434163.500000 Penalty: 5432.452148
Iteration 18Q: 3 clusters Score -7434164 nChanged 501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24786 members
Mstep: Class 2 contains 32312 members
Entering Unmasked Estep
Score: -7434220.000000 Penalty: 5432.452148
Iteration 19Q: 3 clusters Score -7434220 nChanged 475
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24381 members
Mstep: Class 2 contains 32717 members
Entering Unmasked Estep
Score: -7434331.000000 Penalty: 5432.452148
Iteration 20F: 3 clusters Score -7434331 nChanged 484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23955 members
Mstep: Class 2 contains 33143 members
Entering Unmasked Estep
Score: -7434423.500000 Penalty: 5432.452148
Iteration 21Q: 3 clusters Score -7434424 nChanged 532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23465 members
Mstep: Class 2 contains 33633 members
Entering Unmasked Estep
Score: -7434549.000000 Penalty: 5432.452148
Iteration 22Q: 3 clusters Score -7434549 nChanged 525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22992 members
Mstep: Class 2 contains 34106 members
Entering Unmasked Estep
Score: -7434672.500000 Penalty: 5432.452148
Iteration 23Q: 3 clusters Score -7434672 nChanged 520
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22522 members
Mstep: Class 2 contains 34576 members
Entering Unmasked Estep
Score: -7434753.000000 Penalty: 5432.452148
Iteration 24Q: 3 clusters Score -7434753 nChanged 533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22023 members
Mstep: Class 2 contains 35075 members
Entering Unmasked Estep
Score: -7434840.000000 Penalty: 5432.452148
Iteration 25Q: 3 clusters Score -7434840 nChanged 505
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21546 members
Mstep: Class 2 contains 35552 members
Entering Unmasked Estep
Score: -7434947.500000 Penalty: 5432.452148
Iteration 26Q: 3 clusters Score -7434948 nChanged 567
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20993 members
Mstep: Class 2 contains 36105 members
Entering Unmasked Estep
Score: -7435060.000000 Penalty: 5432.452148
Iteration 27Q: 3 clusters Score -7435060 nChanged 609
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20406 members
Mstep: Class 2 contains 36692 members
Entering Unmasked Estep
Score: -7435239.500000 Penalty: 5432.452148
Iteration 28Q: 3 clusters Score -7435240 nChanged 591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19831 members
Mstep: Class 2 contains 37267 members
Entering Unmasked Estep
Score: -7435333.500000 Penalty: 5432.452148
Iteration 29Q: 3 clusters Score -7435334 nChanged 579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19266 members
Mstep: Class 2 contains 37832 members
Entering Unmasked Estep
Score: -7435454.000000 Penalty: 5432.452148
Iteration 30Q: 3 clusters Score -7435454 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18712 members
Mstep: Class 2 contains 38386 members
Entering Unmasked Estep
Score: -7435572.000000 Penalty: 5432.452148
Iteration 31Q: 3 clusters Score -7435572 nChanged 566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18148 members
Mstep: Class 2 contains 38950 members
Entering Unmasked Estep
Score: -7435690.000000 Penalty: 5432.452148
Iteration 32Q: 3 clusters Score -7435690 nChanged 599
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17553 members
Mstep: Class 2 contains 39545 members
Entering Unmasked Estep
Score: -7435852.500000 Penalty: 5432.452148
Iteration 33Q: 3 clusters Score -7435852 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16909 members
Mstep: Class 2 contains 40189 members
Entering Unmasked Estep
Score: -7436017.000000 Penalty: 5432.452148
Iteration 34Q: 3 clusters Score -7436017 nChanged 619
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16290 members
Mstep: Class 2 contains 40808 members
Entering Unmasked Estep
Score: -7436163.500000 Penalty: 5432.452148
Iteration 35Q: 3 clusters Score -7436164 nChanged 627
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15665 members
Mstep: Class 2 contains 41433 members
Entering Unmasked Estep
Score: -7436343.500000 Penalty: 5432.452148
Iteration 36Q: 3 clusters Score -7436344 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15015 members
Mstep: Class 2 contains 42083 members
Entering Unmasked Estep
Score: -7436509.000000 Penalty: 5432.452148
Iteration 37Q: 3 clusters Score -7436509 nChanged 606
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14409 members
Mstep: Class 2 contains 42689 members
Entering Unmasked Estep
Score: -7436630.000000 Penalty: 5432.452148
Iteration 38Q: 3 clusters Score -7436630 nChanged 591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13818 members
Mstep: Class 2 contains 43280 members
Entering Unmasked Estep
Score: -7436774.500000 Penalty: 5432.452148
Iteration 39Q: 3 clusters Score -7436774 nChanged 592
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13226 members
Mstep: Class 2 contains 43872 members
Entering Unmasked Estep
Score: -7436941.000000 Penalty: 5432.452148
Iteration 40F: 3 clusters Score -7436941 nChanged 572
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12654 members
Mstep: Class 2 contains 44444 members
Entering Unmasked Estep
Score: -7437044.500000 Penalty: 5432.452148
Iteration 41Q: 3 clusters Score -7437044 nChanged 572
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12082 members
Mstep: Class 2 contains 45016 members
Entering Unmasked Estep
Score: -7437168.000000 Penalty: 5432.452148
Iteration 42Q: 3 clusters Score -7437168 nChanged 570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11512 members
Mstep: Class 2 contains 45586 members
Entering Unmasked Estep
Score: -7437311.500000 Penalty: 5432.452148
Iteration 43Q: 3 clusters Score -7437312 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10934 members
Mstep: Class 2 contains 46164 members
Entering Unmasked Estep
Score: -7437483.500000 Penalty: 5432.452148
Iteration 44Q: 3 clusters Score -7437484 nChanged 553
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10381 members
Mstep: Class 2 contains 46717 members
Entering Unmasked Estep
Score: -7437621.000000 Penalty: 5432.452148
Iteration 45Q: 3 clusters Score -7437621 nChanged 524
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9857 members
Mstep: Class 2 contains 47241 members
Entering Unmasked Estep
Score: -7437796.000000 Penalty: 5432.452148
Iteration 46Q: 3 clusters Score -7437796 nChanged 494
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9363 members
Mstep: Class 2 contains 47735 members
Entering Unmasked Estep
Score: -7437899.500000 Penalty: 5432.452148
Iteration 47Q: 3 clusters Score -7437900 nChanged 483
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8880 members
Mstep: Class 2 contains 48218 members
Entering Unmasked Estep
Score: -7438041.500000 Penalty: 5432.452148
Iteration 48Q: 3 clusters Score -7438042 nChanged 460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8420 members
Mstep: Class 2 contains 48678 members
Entering Unmasked Estep
Score: -7438151.000000 Penalty: 5432.452148
Iteration 49Q: 3 clusters Score -7438151 nChanged 427
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7993 members
Mstep: Class 2 contains 49105 members
Entering Unmasked Estep
Score: -7438246.000000 Penalty: 5432.452148
Iteration 50Q: 3 clusters Score -7438246 nChanged 422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7571 members
Mstep: Class 2 contains 49527 members
Entering Unmasked Estep
Score: -7438350.500000 Penalty: 5432.452148
Iteration 51Q: 3 clusters Score -7438350 nChanged 398
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7173 members
Mstep: Class 2 contains 49925 members
Entering Unmasked Estep
Score: -7438411.500000 Penalty: 5432.452148
Iteration 52Q: 3 clusters Score -7438412 nChanged 341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6832 members
Mstep: Class 2 contains 50266 members
Entering Unmasked Estep
Score: -7438541.500000 Penalty: 5432.452148
Iteration 53Q: 3 clusters Score -7438542 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6483 members
Mstep: Class 2 contains 50615 members
Entering Unmasked Estep
Score: -7438637.000000 Penalty: 5432.452148
Iteration 54Q: 3 clusters Score -7438637 nChanged 374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6109 members
Mstep: Class 2 contains 50989 members
Entering Unmasked Estep
Score: -7438743.000000 Penalty: 5432.452148
Iteration 55Q: 3 clusters Score -7438743 nChanged 393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5716 members
Mstep: Class 2 contains 51382 members
Entering Unmasked Estep
Score: -7438886.500000 Penalty: 5432.452148
Iteration 56Q: 3 clusters Score -7438886 nChanged 381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5335 members
Mstep: Class 2 contains 51763 members
Entering Unmasked Estep
Score: -7439004.000000 Penalty: 5432.452148
Iteration 57Q: 3 clusters Score -7439004 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4986 members
Mstep: Class 2 contains 52112 members
Entering Unmasked Estep
Score: -7439128.500000 Penalty: 5432.452148
Iteration 58Q: 3 clusters Score -7439128 nChanged 314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4672 members
Mstep: Class 2 contains 52426 members
Entering Unmasked Estep
Score: -7439235.000000 Penalty: 5432.452148
Iteration 59Q: 3 clusters Score -7439235 nChanged 283
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4389 members
Mstep: Class 2 contains 52709 members
Entering Unmasked Estep
Score: -7439329.000000 Penalty: 5432.452148
Iteration 60F: 3 clusters Score -7439329 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4137 members
Mstep: Class 2 contains 52961 members
Entering Unmasked Estep
Score: -7439428.000000 Penalty: 5432.452148
Iteration 61Q: 3 clusters Score -7439428 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3897 members
Mstep: Class 2 contains 53201 members
Entering Unmasked Estep
Score: -7439493.500000 Penalty: 5432.452148
Iteration 62Q: 3 clusters Score -7439494 nChanged 224
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3673 members
Mstep: Class 2 contains 53425 members
Entering Unmasked Estep
Score: -7439549.500000 Penalty: 5432.452148
Iteration 63Q: 3 clusters Score -7439550 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3475 members
Mstep: Class 2 contains 53623 members
Entering Unmasked Estep
Score: -7439583.500000 Penalty: 5432.452148
Iteration 64Q: 3 clusters Score -7439584 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3321 members
Mstep: Class 2 contains 53777 members
Entering Unmasked Estep
Score: -7439638.500000 Penalty: 5432.452148
Iteration 65Q: 3 clusters Score -7439638 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3179 members
Mstep: Class 2 contains 53919 members
Entering Unmasked Estep
Score: -7439693.000000 Penalty: 5432.452148
Iteration 66Q: 3 clusters Score -7439693 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3037 members
Mstep: Class 2 contains 54061 members
Entering Unmasked Estep
Score: -7439773.000000 Penalty: 5432.452148
Iteration 67Q: 3 clusters Score -7439773 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2906 members
Mstep: Class 2 contains 54192 members
Entering Unmasked Estep
Score: -7439812.500000 Penalty: 5432.452148
Iteration 68Q: 3 clusters Score -7439812 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2780 members
Mstep: Class 2 contains 54318 members
Entering Unmasked Estep
Score: -7439842.000000 Penalty: 5432.452148
Iteration 69Q: 3 clusters Score -7439842 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2654 members
Mstep: Class 2 contains 54444 members
Entering Unmasked Estep
Score: -7439872.500000 Penalty: 5432.452148
Iteration 70Q: 3 clusters Score -7439872 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2528 members
Mstep: Class 2 contains 54570 members
Entering Unmasked Estep
Score: -7439903.000000 Penalty: 5432.452148
Iteration 71Q: 3 clusters Score -7439903 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2430 members
Mstep: Class 2 contains 54668 members
Entering Unmasked Estep
Score: -7439941.500000 Penalty: 5432.452148
Iteration 72Q: 3 clusters Score -7439942 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2346 members
Mstep: Class 2 contains 54752 members
Entering Unmasked Estep
Score: -7439969.500000 Penalty: 5432.452148
Iteration 73Q: 3 clusters Score -7439970 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2275 members
Mstep: Class 2 contains 54823 members
Entering Unmasked Estep
Score: -7439995.500000 Penalty: 5432.452148
Iteration 74Q: 3 clusters Score -7439996 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2217 members
Mstep: Class 2 contains 54881 members
Entering Unmasked Estep
Score: -7440010.000000 Penalty: 5432.452148
Iteration 75Q: 3 clusters Score -7440010 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2149 members
Mstep: Class 2 contains 54949 members
Entering Unmasked Estep
Score: -7440014.500000 Penalty: 5432.452148
Iteration 76Q: 3 clusters Score -7440014 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2090 members
Mstep: Class 2 contains 55008 members
Entering Unmasked Estep
Score: -7440032.000000 Penalty: 5432.452148
Iteration 77Q: 3 clusters Score -7440032 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2037 members
Mstep: Class 2 contains 55061 members
Entering Unmasked Estep
Score: -7440050.500000 Penalty: 5432.452148
Iteration 78Q: 3 clusters Score -7440050 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1979 members
Mstep: Class 2 contains 55119 members
Entering Unmasked Estep
Score: -7440065.000000 Penalty: 5432.452148
Iteration 79Q: 3 clusters Score -7440065 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1926 members
Mstep: Class 2 contains 55172 members
Entering Unmasked Estep
Score: -7440075.000000 Penalty: 5432.452148
Iteration 80F: 3 clusters Score -7440075 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1870 members
Mstep: Class 2 contains 55228 members
Entering Unmasked Estep
Score: -7440092.000000 Penalty: 5432.452148
Iteration 81Q: 3 clusters Score -7440092 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1815 members
Mstep: Class 2 contains 55283 members
Entering Unmasked Estep
Score: -7440111.000000 Penalty: 5432.452148
Iteration 82Q: 3 clusters Score -7440111 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1756 members
Mstep: Class 2 contains 55342 members
Entering Unmasked Estep
Score: -7440133.500000 Penalty: 5432.452148
Iteration 83Q: 3 clusters Score -7440134 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1702 members
Mstep: Class 2 contains 55396 members
Entering Unmasked Estep
Score: -7440141.000000 Penalty: 5432.452148
Iteration 84Q: 3 clusters Score -7440141 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1651 members
Mstep: Class 2 contains 55447 members
Entering Unmasked Estep
Score: -7440170.500000 Penalty: 5432.452148
Iteration 85Q: 3 clusters Score -7440170 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1596 members
Mstep: Class 2 contains 55502 members
Entering Unmasked Estep
Score: -7440183.500000 Penalty: 5432.452148
Iteration 86Q: 3 clusters Score -7440184 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1559 members
Mstep: Class 2 contains 55539 members
Entering Unmasked Estep
Score: -7440189.000000 Penalty: 5432.452148
Iteration 87Q: 3 clusters Score -7440189 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1540 members
Mstep: Class 2 contains 55558 members
Entering Unmasked Estep
Score: -7440200.500000 Penalty: 5432.452148
Iteration 88Q: 3 clusters Score -7440200 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1511 members
Mstep: Class 2 contains 55587 members
Entering Unmasked Estep
Score: -7440189.000000 Penalty: 5432.452148
Iteration 89Q: 3 clusters Score -7440189 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1487 members
Mstep: Class 2 contains 55611 members
Entering Unmasked Estep
Score: -7440187.500000 Penalty: 5432.452148
Iteration 90Q: 3 clusters Score -7440188 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1471 members
Mstep: Class 2 contains 55627 members
Entering Unmasked Estep
Score: -7440204.500000 Penalty: 5432.452148
Iteration 91Q: 3 clusters Score -7440204 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1457 members
Mstep: Class 2 contains 55641 members
Entering Unmasked Estep
Score: -7440213.000000 Penalty: 5432.452148
Iteration 92Q: 3 clusters Score -7440213 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1446 members
Mstep: Class 2 contains 55652 members
Entering Unmasked Estep
Score: -7440216.500000 Penalty: 5432.452148
Iteration 93Q: 3 clusters Score -7440216 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1431 members
Mstep: Class 2 contains 55667 members
Entering Unmasked Estep
Score: -7440219.000000 Penalty: 5432.452148
Iteration 94Q: 3 clusters Score -7440219 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1420 members
Mstep: Class 2 contains 55678 members
Entering Unmasked Estep
Score: -7440222.500000 Penalty: 5432.452148
Iteration 95Q: 3 clusters Score -7440222 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1409 members
Mstep: Class 2 contains 55689 members
Entering Unmasked Estep
Score: -7440230.000000 Penalty: 5432.452148
Iteration 96Q: 3 clusters Score -7440230 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1398 members
Mstep: Class 2 contains 55700 members
Entering Unmasked Estep
Score: -7440234.500000 Penalty: 5432.452148
Iteration 97Q: 3 clusters Score -7440234 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1387 members
Mstep: Class 2 contains 55711 members
Entering Unmasked Estep
Score: -7440236.500000 Penalty: 5432.452148
Iteration 98Q: 3 clusters Score -7440236 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1382 members
Mstep: Class 2 contains 55716 members
Entering Unmasked Estep
Score: -7440230.000000 Penalty: 5432.452148
Iteration 99Q: 3 clusters Score -7440230 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1374 members
Mstep: Class 2 contains 55724 members
Entering Unmasked Estep
Score: -7440245.000000 Penalty: 5432.452148
Iteration 100F: 3 clusters Score -7440245 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1369 members
Mstep: Class 2 contains 55729 members
Entering Unmasked Estep
Score: -7440246.500000 Penalty: 5432.452148
Iteration 101Q: 3 clusters Score -7440246 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1366 members
Mstep: Class 2 contains 55732 members
Entering Unmasked Estep
Score: -7440239.500000 Penalty: 5432.452148
Iteration 102Q: 3 clusters Score -7440240 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1364 members
Mstep: Class 2 contains 55734 members
Entering Unmasked Estep
Score: -7440237.000000 Penalty: 5432.452148
Iteration 103Q: 3 clusters Score -7440237 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1362 members
Mstep: Class 2 contains 55736 members
Entering Unmasked Estep
Score: -7440241.500000 Penalty: 5432.452148
Iteration 104Q: 3 clusters Score -7440242 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1359 members
Mstep: Class 2 contains 55739 members
Entering Unmasked Estep
Score: -7440243.000000 Penalty: 5432.452148
Iteration 105Q: 3 clusters Score -7440243 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1357 members
Mstep: Class 2 contains 55741 members
Entering Unmasked Estep
Score: -7440248.000000 Penalty: 5432.452148
Iteration 106Q: 3 clusters Score -7440248 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1355 members
Mstep: Class 2 contains 55743 members
Entering Unmasked Estep
Score: -7440251.500000 Penalty: 5432.452148
Iteration 107Q: 3 clusters Score -7440252 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1354 members
Mstep: Class 2 contains 55744 members
Entering Unmasked Estep
Score: -7440247.000000 Penalty: 5432.452148
Iteration 108Q: 3 clusters Score -7440247 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1352 members
Mstep: Class 2 contains 55746 members
Entering Unmasked Estep
Score: -7440241.500000 Penalty: 5432.452148
Iteration 109Q: 3 clusters Score -7440242 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1348 members
Mstep: Class 2 contains 55750 members
Entering Unmasked Estep
Score: -7440240.000000 Penalty: 5432.452148
Iteration 110Q: 3 clusters Score -7440240 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1340 members
Mstep: Class 2 contains 55758 members
Entering Unmasked Estep
Score: -7440250.500000 Penalty: 5432.452148
Iteration 111Q: 3 clusters Score -7440250 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1337 members
Mstep: Class 2 contains 55761 members
Entering Unmasked Estep
Score: -7440247.500000 Penalty: 5432.452148
Iteration 112Q: 3 clusters Score -7440248 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1334 members
Mstep: Class 2 contains 55764 members
Entering Unmasked Estep
Score: -7440252.500000 Penalty: 5432.452148
Iteration 113Q: 3 clusters Score -7440252 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1330 members
Mstep: Class 2 contains 55768 members
Entering Unmasked Estep
Score: -7440249.000000 Penalty: 5432.452148
Iteration 114Q: 3 clusters Score -7440249 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1328 members
Mstep: Class 2 contains 55770 members
Entering Unmasked Estep
Score: -7440250.500000 Penalty: 5432.452148
Iteration 115Q: 3 clusters Score -7440250 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1325 members
Mstep: Class 2 contains 55773 members
Entering Unmasked Estep
Score: -7440252.000000 Penalty: 5432.452148
Iteration 116Q: 3 clusters Score -7440252 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1325 members
Mstep: Class 2 contains 55773 members
Entering Unmasked Estep
Score: -7440252.000000 Penalty: 5432.452148
Iteration 117F: 3 clusters Score -7440252 nChanged 0
Entering ConstructFrom:
Trying to split cluster 18 (30240 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30240 members
Entering Unmasked Estep
Score: -3943846.000000 Penalty: 2558.596436
Iteration 0F: 2 clusters Score -3943846 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15011 members
Mstep: Class 2 contains 15229 members
Entering Unmasked Estep
Score: -3923033.750000 Penalty: 5117.192871
Iteration 0F: 3 clusters Score -3923034 nChanged 13663
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14446 members
Mstep: Class 2 contains 15794 members
Entering Unmasked Estep
Score: -3930339.000000 Penalty: 5117.192871
Iteration 1F: 3 clusters Score -3930339 nChanged 1447
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14077 members
Mstep: Class 2 contains 16163 members
Entering Unmasked Estep
Score: -3930825.000000 Penalty: 5117.192871
Iteration 2Q: 3 clusters Score -3930825 nChanged 1324
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13485 members
Mstep: Class 2 contains 16755 members
Entering Unmasked Estep
Score: -3931335.000000 Penalty: 5117.192871
Iteration 3Q: 3 clusters Score -3931335 nChanged 1410
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12663 members
Mstep: Class 2 contains 17577 members
Entering Unmasked Estep
Score: -3932002.750000 Penalty: 5117.192871
Iteration 4Q: 3 clusters Score -3932003 nChanged 1708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11455 members
Mstep: Class 2 contains 18785 members
Entering Unmasked Estep
Score: -3933036.750000 Penalty: 5117.192871
Iteration 5F: 3 clusters Score -3933037 nChanged 2089
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9804 members
Mstep: Class 2 contains 20436 members
Entering Unmasked Estep
Score: -3934497.750000 Penalty: 5117.192871
Iteration 6F: 3 clusters Score -3934498 nChanged 2266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7894 members
Mstep: Class 2 contains 22346 members
Entering Unmasked Estep
Score: -3936314.750000 Penalty: 5117.192871
Iteration 7F: 3 clusters Score -3936315 nChanged 2075
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6087 members
Mstep: Class 2 contains 24153 members
Entering Unmasked Estep
Score: -3938161.250000 Penalty: 5117.192871
Iteration 8F: 3 clusters Score -3938161 nChanged 1609
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4700 members
Mstep: Class 2 contains 25540 members
Entering Unmasked Estep
Score: -3939692.750000 Penalty: 5117.192871
Iteration 9F: 3 clusters Score -3939693 nChanged 1100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3850 members
Mstep: Class 2 contains 26390 members
Entering Unmasked Estep
Score: -3940638.000000 Penalty: 5117.192871
Iteration 10Q: 3 clusters Score -3940638 nChanged 673
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3371 members
Mstep: Class 2 contains 26869 members
Entering Unmasked Estep
Score: -3941130.250000 Penalty: 5117.192871
Iteration 11Q: 3 clusters Score -3941130 nChanged 426
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3061 members
Mstep: Class 2 contains 27179 members
Entering Unmasked Estep
Score: -3941385.500000 Penalty: 5117.192871
Iteration 12Q: 3 clusters Score -3941386 nChanged 299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2826 members
Mstep: Class 2 contains 27414 members
Entering Unmasked Estep
Score: -3941517.500000 Penalty: 5117.192871
Iteration 13Q: 3 clusters Score -3941518 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2671 members
Mstep: Class 2 contains 27569 members
Entering Unmasked Estep
Score: -3941604.750000 Penalty: 5117.192871
Iteration 14Q: 3 clusters Score -3941605 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2537 members
Mstep: Class 2 contains 27703 members
Entering Unmasked Estep
Score: -3941670.000000 Penalty: 5117.192871
Iteration 15Q: 3 clusters Score -3941670 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2407 members
Mstep: Class 2 contains 27833 members
Entering Unmasked Estep
Score: -3941736.500000 Penalty: 5117.192871
Iteration 16Q: 3 clusters Score -3941736 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2309 members
Mstep: Class 2 contains 27931 members
Entering Unmasked Estep
Score: -3941769.250000 Penalty: 5117.192871
Iteration 17Q: 3 clusters Score -3941769 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2225 members
Mstep: Class 2 contains 28015 members
Entering Unmasked Estep
Score: -3941797.500000 Penalty: 5117.192871
Iteration 18Q: 3 clusters Score -3941798 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2154 members
Mstep: Class 2 contains 28086 members
Entering Unmasked Estep
Score: -3941814.250000 Penalty: 5117.192871
Iteration 19Q: 3 clusters Score -3941814 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2090 members
Mstep: Class 2 contains 28150 members
Entering Unmasked Estep
Score: -3941839.500000 Penalty: 5117.192871
Iteration 20F: 3 clusters Score -3941840 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2043 members
Mstep: Class 2 contains 28197 members
Entering Unmasked Estep
Score: -3941857.000000 Penalty: 5117.192871
Iteration 21Q: 3 clusters Score -3941857 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2013 members
Mstep: Class 2 contains 28227 members
Entering Unmasked Estep
Score: -3941872.250000 Penalty: 5117.192871
Iteration 22Q: 3 clusters Score -3941872 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1981 members
Mstep: Class 2 contains 28259 members
Entering Unmasked Estep
Score: -3941880.000000 Penalty: 5117.192871
Iteration 23Q: 3 clusters Score -3941880 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1953 members
Mstep: Class 2 contains 28287 members
Entering Unmasked Estep
Score: -3941884.750000 Penalty: 5117.192871
Iteration 24Q: 3 clusters Score -3941885 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1928 members
Mstep: Class 2 contains 28312 members
Entering Unmasked Estep
Score: -3941894.250000 Penalty: 5117.192871
Iteration 25Q: 3 clusters Score -3941894 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1902 members
Mstep: Class 2 contains 28338 members
Entering Unmasked Estep
Score: -3941898.750000 Penalty: 5117.192871
Iteration 26Q: 3 clusters Score -3941899 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1866 members
Mstep: Class 2 contains 28374 members
Entering Unmasked Estep
Score: -3941905.750000 Penalty: 5117.192871
Iteration 27Q: 3 clusters Score -3941906 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1829 members
Mstep: Class 2 contains 28411 members
Entering Unmasked Estep
Score: -3941916.500000 Penalty: 5117.192871
Iteration 28Q: 3 clusters Score -3941916 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1806 members
Mstep: Class 2 contains 28434 members
Entering Unmasked Estep
Score: -3941923.250000 Penalty: 5117.192871
Iteration 29Q: 3 clusters Score -3941923 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1783 members
Mstep: Class 2 contains 28457 members
Entering Unmasked Estep
Score: -3941926.000000 Penalty: 5117.192871
Iteration 30Q: 3 clusters Score -3941926 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1760 members
Mstep: Class 2 contains 28480 members
Entering Unmasked Estep
Score: -3941924.750000 Penalty: 5117.192871
Iteration 31Q: 3 clusters Score -3941925 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1743 members
Mstep: Class 2 contains 28497 members
Entering Unmasked Estep
Score: -3941935.500000 Penalty: 5117.192871
Iteration 32Q: 3 clusters Score -3941936 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1726 members
Mstep: Class 2 contains 28514 members
Entering Unmasked Estep
Score: -3941935.500000 Penalty: 5117.192871
Iteration 33Q: 3 clusters Score -3941936 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1708 members
Mstep: Class 2 contains 28532 members
Entering Unmasked Estep
Score: -3941940.250000 Penalty: 5117.192871
Iteration 34Q: 3 clusters Score -3941940 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1698 members
Mstep: Class 2 contains 28542 members
Entering Unmasked Estep
Score: -3941943.250000 Penalty: 5117.192871
Iteration 35Q: 3 clusters Score -3941943 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1683 members
Mstep: Class 2 contains 28557 members
Entering Unmasked Estep
Score: -3941948.000000 Penalty: 5117.192871
Iteration 36Q: 3 clusters Score -3941948 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1673 members
Mstep: Class 2 contains 28567 members
Entering Unmasked Estep
Score: -3941943.000000 Penalty: 5117.192871
Iteration 37Q: 3 clusters Score -3941943 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1658 members
Mstep: Class 2 contains 28582 members
Entering Unmasked Estep
Score: -3941946.500000 Penalty: 5117.192871
Iteration 38Q: 3 clusters Score -3941946 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1652 members
Mstep: Class 2 contains 28588 members
Entering Unmasked Estep
Score: -3941952.250000 Penalty: 5117.192871
Iteration 39Q: 3 clusters Score -3941952 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1642 members
Mstep: Class 2 contains 28598 members
Entering Unmasked Estep
Score: -3941953.000000 Penalty: 5117.192871
Iteration 40F: 3 clusters Score -3941953 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1632 members
Mstep: Class 2 contains 28608 members
Entering Unmasked Estep
Score: -3941955.250000 Penalty: 5117.192871
Iteration 41Q: 3 clusters Score -3941955 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1613 members
Mstep: Class 2 contains 28627 members
Entering Unmasked Estep
Score: -3941962.750000 Penalty: 5117.192871
Iteration 42Q: 3 clusters Score -3941963 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1590 members
Mstep: Class 2 contains 28650 members
Entering Unmasked Estep
Score: -3941968.000000 Penalty: 5117.192871
Iteration 43Q: 3 clusters Score -3941968 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1572 members
Mstep: Class 2 contains 28668 members
Entering Unmasked Estep
Score: -3941979.250000 Penalty: 5117.192871
Iteration 44Q: 3 clusters Score -3941979 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1546 members
Mstep: Class 2 contains 28694 members
Entering Unmasked Estep
Score: -3941994.250000 Penalty: 5117.192871
Iteration 45Q: 3 clusters Score -3941994 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1518 members
Mstep: Class 2 contains 28722 members
Entering Unmasked Estep
Score: -3942003.750000 Penalty: 5117.192871
Iteration 46Q: 3 clusters Score -3942004 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1492 members
Mstep: Class 2 contains 28748 members
Entering Unmasked Estep
Score: -3942016.750000 Penalty: 5117.192871
Iteration 47Q: 3 clusters Score -3942017 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1476 members
Mstep: Class 2 contains 28764 members
Entering Unmasked Estep
Score: -3942029.250000 Penalty: 5117.192871
Iteration 48Q: 3 clusters Score -3942029 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1469 members
Mstep: Class 2 contains 28771 members
Entering Unmasked Estep
Score: -3942025.500000 Penalty: 5117.192871
Iteration 49Q: 3 clusters Score -3942026 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1464 members
Mstep: Class 2 contains 28776 members
Entering Unmasked Estep
Score: -3942032.250000 Penalty: 5117.192871
Iteration 50Q: 3 clusters Score -3942032 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1454 members
Mstep: Class 2 contains 28786 members
Entering Unmasked Estep
Score: -3942040.250000 Penalty: 5117.192871
Iteration 51Q: 3 clusters Score -3942040 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1445 members
Mstep: Class 2 contains 28795 members
Entering Unmasked Estep
Score: -3942040.000000 Penalty: 5117.192871
Iteration 52Q: 3 clusters Score -3942040 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1442 members
Mstep: Class 2 contains 28798 members
Entering Unmasked Estep
Score: -3942042.000000 Penalty: 5117.192871
Iteration 53Q: 3 clusters Score -3942042 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1439 members
Mstep: Class 2 contains 28801 members
Entering Unmasked Estep
Score: -3942046.000000 Penalty: 5117.192871
Iteration 54Q: 3 clusters Score -3942046 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1437 members
Mstep: Class 2 contains 28803 members
Entering Unmasked Estep
Score: -3942042.500000 Penalty: 5117.192871
Iteration 55Q: 3 clusters Score -3942042 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1436 members
Mstep: Class 2 contains 28804 members
Entering Unmasked Estep
Score: -3942046.000000 Penalty: 5117.192871
Iteration 56Q: 3 clusters Score -3942046 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1436 members
Mstep: Class 2 contains 28804 members
Entering Unmasked Estep
Score: -3942046.000000 Penalty: 5117.192871
Iteration 57Q: 3 clusters Score -3942046 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1434 members
Mstep: Class 2 contains 28806 members
Entering Unmasked Estep
Score: -3942042.500000 Penalty: 5117.192871
Iteration 58Q: 3 clusters Score -3942042 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1433 members
Mstep: Class 2 contains 28807 members
Entering Unmasked Estep
Score: -3942043.500000 Penalty: 5117.192871
Iteration 59Q: 3 clusters Score -3942044 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1433 members
Mstep: Class 2 contains 28807 members
Entering Unmasked Estep
Score: -3942043.500000 Penalty: 5117.192871
Iteration 60F: 3 clusters Score -3942044 nChanged 0
Entering ConstructFrom:
Trying to split cluster 19 (14309 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14309 members
Entering Unmasked Estep
Score: -1765595.375000 Penalty: 2373.023682
Iteration 0F: 2 clusters Score -1765595 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7169 members
Mstep: Class 2 contains 7140 members
Entering Unmasked Estep
Score: -1755235.500000 Penalty: 4746.047363
Iteration 0F: 3 clusters Score -1755236 nChanged 6071
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7136 members
Mstep: Class 2 contains 7173 members
Entering Unmasked Estep
Score: -1758655.500000 Penalty: 4746.047363
Iteration 1F: 3 clusters Score -1758656 nChanged 876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7098 members
Mstep: Class 2 contains 7211 members
Entering Unmasked Estep
Score: -1759140.875000 Penalty: 4746.047363
Iteration 2F: 3 clusters Score -1759141 nChanged 805
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7061 members
Mstep: Class 2 contains 7248 members
Entering Unmasked Estep
Score: -1759678.875000 Penalty: 4746.047363
Iteration 3F: 3 clusters Score -1759679 nChanged 792
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6985 members
Mstep: Class 2 contains 7324 members
Entering Unmasked Estep
Score: -1760264.875000 Penalty: 4746.047363
Iteration 4F: 3 clusters Score -1760265 nChanged 781
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6886 members
Mstep: Class 2 contains 7423 members
Entering Unmasked Estep
Score: -1760784.000000 Penalty: 4746.047363
Iteration 5F: 3 clusters Score -1760784 nChanged 679
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6743 members
Mstep: Class 2 contains 7566 members
Entering Unmasked Estep
Score: -1761185.625000 Penalty: 4746.047363
Iteration 6Q: 3 clusters Score -1761186 nChanged 631
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6654 members
Mstep: Class 2 contains 7655 members
Entering Unmasked Estep
Score: -1761493.875000 Penalty: 4746.047363
Iteration 7Q: 3 clusters Score -1761494 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6568 members
Mstep: Class 2 contains 7741 members
Entering Unmasked Estep
Score: -1761795.375000 Penalty: 4746.047363
Iteration 8Q: 3 clusters Score -1761795 nChanged 570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6476 members
Mstep: Class 2 contains 7833 members
Entering Unmasked Estep
Score: -1762109.125000 Penalty: 4746.047363
Iteration 9Q: 3 clusters Score -1762109 nChanged 519
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6423 members
Mstep: Class 2 contains 7886 members
Entering Unmasked Estep
Score: -1762395.875000 Penalty: 4746.047363
Iteration 10Q: 3 clusters Score -1762396 nChanged 511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6396 members
Mstep: Class 2 contains 7913 members
Entering Unmasked Estep
Score: -1762661.250000 Penalty: 4746.047363
Iteration 11Q: 3 clusters Score -1762661 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6350 members
Mstep: Class 2 contains 7959 members
Entering Unmasked Estep
Score: -1762846.250000 Penalty: 4746.047363
Iteration 12Q: 3 clusters Score -1762846 nChanged 342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6324 members
Mstep: Class 2 contains 7985 members
Entering Unmasked Estep
Score: -1762983.875000 Penalty: 4746.047363
Iteration 13Q: 3 clusters Score -1762984 nChanged 255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6311 members
Mstep: Class 2 contains 7998 members
Entering Unmasked Estep
Score: -1763071.875000 Penalty: 4746.047363
Iteration 14Q: 3 clusters Score -1763072 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6292 members
Mstep: Class 2 contains 8017 members
Entering Unmasked Estep
Score: -1763139.250000 Penalty: 4746.047363
Iteration 15Q: 3 clusters Score -1763139 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6265 members
Mstep: Class 2 contains 8044 members
Entering Unmasked Estep
Score: -1763185.750000 Penalty: 4746.047363
Iteration 16Q: 3 clusters Score -1763186 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6244 members
Mstep: Class 2 contains 8065 members
Entering Unmasked Estep
Score: -1763207.250000 Penalty: 4746.047363
Iteration 17Q: 3 clusters Score -1763207 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6230 members
Mstep: Class 2 contains 8079 members
Entering Unmasked Estep
Score: -1763224.750000 Penalty: 4746.047363
Iteration 18Q: 3 clusters Score -1763225 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6219 members
Mstep: Class 2 contains 8090 members
Entering Unmasked Estep
Score: -1763239.625000 Penalty: 4746.047363
Iteration 19Q: 3 clusters Score -1763240 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6202 members
Mstep: Class 2 contains 8107 members
Entering Unmasked Estep
Score: -1763245.625000 Penalty: 4746.047363
Iteration 20F: 3 clusters Score -1763246 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6179 members
Mstep: Class 2 contains 8130 members
Entering Unmasked Estep
Score: -1763250.375000 Penalty: 4746.047363
Iteration 21Q: 3 clusters Score -1763250 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6177 members
Mstep: Class 2 contains 8132 members
Entering Unmasked Estep
Score: -1763257.250000 Penalty: 4746.047363
Iteration 22Q: 3 clusters Score -1763257 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6168 members
Mstep: Class 2 contains 8141 members
Entering Unmasked Estep
Score: -1763265.250000 Penalty: 4746.047363
Iteration 23Q: 3 clusters Score -1763265 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6159 members
Mstep: Class 2 contains 8150 members
Entering Unmasked Estep
Score: -1763273.250000 Penalty: 4746.047363
Iteration 24Q: 3 clusters Score -1763273 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6153 members
Mstep: Class 2 contains 8156 members
Entering Unmasked Estep
Score: -1763280.000000 Penalty: 4746.047363
Iteration 25Q: 3 clusters Score -1763280 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6148 members
Mstep: Class 2 contains 8161 members
Entering Unmasked Estep
Score: -1763287.750000 Penalty: 4746.047363
Iteration 26Q: 3 clusters Score -1763288 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6146 members
Mstep: Class 2 contains 8163 members
Entering Unmasked Estep
Score: -1763291.500000 Penalty: 4746.047363
Iteration 27Q: 3 clusters Score -1763292 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6139 members
Mstep: Class 2 contains 8170 members
Entering Unmasked Estep
Score: -1763296.500000 Penalty: 4746.047363
Iteration 28Q: 3 clusters Score -1763296 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6122 members
Mstep: Class 2 contains 8187 members
Entering Unmasked Estep
Score: -1763302.750000 Penalty: 4746.047363
Iteration 29Q: 3 clusters Score -1763303 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6113 members
Mstep: Class 2 contains 8196 members
Entering Unmasked Estep
Score: -1763314.625000 Penalty: 4746.047363
Iteration 30Q: 3 clusters Score -1763315 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6103 members
Mstep: Class 2 contains 8206 members
Entering Unmasked Estep
Score: -1763316.500000 Penalty: 4746.047363
Iteration 31Q: 3 clusters Score -1763316 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6091 members
Mstep: Class 2 contains 8218 members
Entering Unmasked Estep
Score: -1763316.625000 Penalty: 4746.047363
Iteration 32Q: 3 clusters Score -1763317 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6071 members
Mstep: Class 2 contains 8238 members
Entering Unmasked Estep
Score: -1763315.750000 Penalty: 4746.047363
Iteration 33Q: 3 clusters Score -1763316 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6055 members
Mstep: Class 2 contains 8254 members
Entering Unmasked Estep
Score: -1763326.750000 Penalty: 4746.047363
Iteration 34Q: 3 clusters Score -1763327 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6040 members
Mstep: Class 2 contains 8269 members
Entering Unmasked Estep
Score: -1763329.750000 Penalty: 4746.047363
Iteration 35Q: 3 clusters Score -1763330 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6028 members
Mstep: Class 2 contains 8281 members
Entering Unmasked Estep
Score: -1763329.625000 Penalty: 4746.047363
Iteration 36Q: 3 clusters Score -1763330 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6014 members
Mstep: Class 2 contains 8295 members
Entering Unmasked Estep
Score: -1763337.500000 Penalty: 4746.047363
Iteration 37Q: 3 clusters Score -1763338 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6006 members
Mstep: Class 2 contains 8303 members
Entering Unmasked Estep
Score: -1763335.125000 Penalty: 4746.047363
Iteration 38Q: 3 clusters Score -1763335 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6000 members
Mstep: Class 2 contains 8309 members
Entering Unmasked Estep
Score: -1763333.625000 Penalty: 4746.047363
Iteration 39Q: 3 clusters Score -1763334 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5987 members
Mstep: Class 2 contains 8322 members
Entering Unmasked Estep
Score: -1763331.750000 Penalty: 4746.047363
Iteration 40F: 3 clusters Score -1763332 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5976 members
Mstep: Class 2 contains 8333 members
Entering Unmasked Estep
Score: -1763335.500000 Penalty: 4746.047363
Iteration 41Q: 3 clusters Score -1763336 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5969 members
Mstep: Class 2 contains 8340 members
Entering Unmasked Estep
Score: -1763335.000000 Penalty: 4746.047363
Iteration 42Q: 3 clusters Score -1763335 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5962 members
Mstep: Class 2 contains 8347 members
Entering Unmasked Estep
Score: -1763338.250000 Penalty: 4746.047363
Iteration 43Q: 3 clusters Score -1763338 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5957 members
Mstep: Class 2 contains 8352 members
Entering Unmasked Estep
Score: -1763338.125000 Penalty: 4746.047363
Iteration 44Q: 3 clusters Score -1763338 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5956 members
Mstep: Class 2 contains 8353 members
Entering Unmasked Estep
Score: -1763338.000000 Penalty: 4746.047363
Iteration 45Q: 3 clusters Score -1763338 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5955 members
Mstep: Class 2 contains 8354 members
Entering Unmasked Estep
Score: -1763339.625000 Penalty: 4746.047363
Iteration 46Q: 3 clusters Score -1763340 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5954 members
Mstep: Class 2 contains 8355 members
Entering Unmasked Estep
Score: -1763338.625000 Penalty: 4746.047363
Iteration 47Q: 3 clusters Score -1763339 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5954 members
Mstep: Class 2 contains 8355 members
Entering Unmasked Estep
Score: -1763338.625000 Penalty: 4746.047363
Iteration 48F: 3 clusters Score -1763339 nChanged 0
Entering ConstructFrom:
Trying to split cluster 20 (30425 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30425 members
Entering Unmasked Estep
Score: -3956305.250000 Penalty: 2560.108887
Iteration 0F: 2 clusters Score -3956305 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15227 members
Mstep: Class 2 contains 15198 members
Entering Unmasked Estep
Score: -3935417.250000 Penalty: 5120.217773
Iteration 0F: 3 clusters Score -3935417 nChanged 13705
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15074 members
Mstep: Class 2 contains 15351 members
Entering Unmasked Estep
Score: -3942771.000000 Penalty: 5120.217773
Iteration 1F: 3 clusters Score -3942771 nChanged 1347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14973 members
Mstep: Class 2 contains 15452 members
Entering Unmasked Estep
Score: -3943204.500000 Penalty: 5120.217773
Iteration 2Q: 3 clusters Score -3943204 nChanged 1251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14844 members
Mstep: Class 2 contains 15581 members
Entering Unmasked Estep
Score: -3943598.500000 Penalty: 5120.217773
Iteration 3Q: 3 clusters Score -3943598 nChanged 1178
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14748 members
Mstep: Class 2 contains 15677 members
Entering Unmasked Estep
Score: -3944015.000000 Penalty: 5120.217773
Iteration 4Q: 3 clusters Score -3944015 nChanged 1172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14592 members
Mstep: Class 2 contains 15833 members
Entering Unmasked Estep
Score: -3944439.000000 Penalty: 5120.217773
Iteration 5Q: 3 clusters Score -3944439 nChanged 1226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14312 members
Mstep: Class 2 contains 16113 members
Entering Unmasked Estep
Score: -3944984.500000 Penalty: 5120.217773
Iteration 6Q: 3 clusters Score -3944984 nChanged 1386
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13902 members
Mstep: Class 2 contains 16523 members
Entering Unmasked Estep
Score: -3945635.000000 Penalty: 5120.217773
Iteration 7Q: 3 clusters Score -3945635 nChanged 1551
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13343 members
Mstep: Class 2 contains 17082 members
Entering Unmasked Estep
Score: -3946525.000000 Penalty: 5120.217773
Iteration 8F: 3 clusters Score -3946525 nChanged 1750
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12639 members
Mstep: Class 2 contains 17786 members
Entering Unmasked Estep
Score: -3947809.750000 Penalty: 5120.217773
Iteration 9F: 3 clusters Score -3947810 nChanged 1943
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11770 members
Mstep: Class 2 contains 18655 members
Entering Unmasked Estep
Score: -3949391.000000 Penalty: 5120.217773
Iteration 10F: 3 clusters Score -3949391 nChanged 1799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10949 members
Mstep: Class 2 contains 19476 members
Entering Unmasked Estep
Score: -3950836.250000 Penalty: 5120.217773
Iteration 11F: 3 clusters Score -3950836 nChanged 1381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10376 members
Mstep: Class 2 contains 20049 members
Entering Unmasked Estep
Score: -3951635.500000 Penalty: 5120.217773
Iteration 12Q: 3 clusters Score -3951636 nChanged 849
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9975 members
Mstep: Class 2 contains 20450 members
Entering Unmasked Estep
Score: -3951990.500000 Penalty: 5120.217773
Iteration 13Q: 3 clusters Score -3951990 nChanged 514
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9643 members
Mstep: Class 2 contains 20782 members
Entering Unmasked Estep
Score: -3952166.750000 Penalty: 5120.217773
Iteration 14Q: 3 clusters Score -3952167 nChanged 415
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9314 members
Mstep: Class 2 contains 21111 members
Entering Unmasked Estep
Score: -3952319.000000 Penalty: 5120.217773
Iteration 15Q: 3 clusters Score -3952319 nChanged 360
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9014 members
Mstep: Class 2 contains 21411 members
Entering Unmasked Estep
Score: -3952425.500000 Penalty: 5120.217773
Iteration 16Q: 3 clusters Score -3952426 nChanged 317
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8733 members
Mstep: Class 2 contains 21692 members
Entering Unmasked Estep
Score: -3952531.500000 Penalty: 5120.217773
Iteration 17Q: 3 clusters Score -3952532 nChanged 314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8447 members
Mstep: Class 2 contains 21978 members
Entering Unmasked Estep
Score: -3952639.000000 Penalty: 5120.217773
Iteration 18Q: 3 clusters Score -3952639 nChanged 292
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8181 members
Mstep: Class 2 contains 22244 members
Entering Unmasked Estep
Score: -3952716.250000 Penalty: 5120.217773
Iteration 19Q: 3 clusters Score -3952716 nChanged 292
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7919 members
Mstep: Class 2 contains 22506 members
Entering Unmasked Estep
Score: -3952808.000000 Penalty: 5120.217773
Iteration 20F: 3 clusters Score -3952808 nChanged 276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7661 members
Mstep: Class 2 contains 22764 members
Entering Unmasked Estep
Score: -3952889.500000 Penalty: 5120.217773
Iteration 21Q: 3 clusters Score -3952890 nChanged 249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7420 members
Mstep: Class 2 contains 23005 members
Entering Unmasked Estep
Score: -3952949.000000 Penalty: 5120.217773
Iteration 22Q: 3 clusters Score -3952949 nChanged 255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7169 members
Mstep: Class 2 contains 23256 members
Entering Unmasked Estep
Score: -3953015.500000 Penalty: 5120.217773
Iteration 23Q: 3 clusters Score -3953016 nChanged 243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6928 members
Mstep: Class 2 contains 23497 members
Entering Unmasked Estep
Score: -3953073.000000 Penalty: 5120.217773
Iteration 24Q: 3 clusters Score -3953073 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6703 members
Mstep: Class 2 contains 23722 members
Entering Unmasked Estep
Score: -3953129.750000 Penalty: 5120.217773
Iteration 25Q: 3 clusters Score -3953130 nChanged 233
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6470 members
Mstep: Class 2 contains 23955 members
Entering Unmasked Estep
Score: -3953183.500000 Penalty: 5120.217773
Iteration 26Q: 3 clusters Score -3953184 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6262 members
Mstep: Class 2 contains 24163 members
Entering Unmasked Estep
Score: -3953240.500000 Penalty: 5120.217773
Iteration 27Q: 3 clusters Score -3953240 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6076 members
Mstep: Class 2 contains 24349 members
Entering Unmasked Estep
Score: -3953275.000000 Penalty: 5120.217773
Iteration 28Q: 3 clusters Score -3953275 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5897 members
Mstep: Class 2 contains 24528 members
Entering Unmasked Estep
Score: -3953300.750000 Penalty: 5120.217773
Iteration 29Q: 3 clusters Score -3953301 nChanged 174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5723 members
Mstep: Class 2 contains 24702 members
Entering Unmasked Estep
Score: -3953335.000000 Penalty: 5120.217773
Iteration 30Q: 3 clusters Score -3953335 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5555 members
Mstep: Class 2 contains 24870 members
Entering Unmasked Estep
Score: -3953359.250000 Penalty: 5120.217773
Iteration 31Q: 3 clusters Score -3953359 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5406 members
Mstep: Class 2 contains 25019 members
Entering Unmasked Estep
Score: -3953386.750000 Penalty: 5120.217773
Iteration 32Q: 3 clusters Score -3953387 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5257 members
Mstep: Class 2 contains 25168 members
Entering Unmasked Estep
Score: -3953430.000000 Penalty: 5120.217773
Iteration 33Q: 3 clusters Score -3953430 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5115 members
Mstep: Class 2 contains 25310 members
Entering Unmasked Estep
Score: -3953451.250000 Penalty: 5120.217773
Iteration 34Q: 3 clusters Score -3953451 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4989 members
Mstep: Class 2 contains 25436 members
Entering Unmasked Estep
Score: -3953481.500000 Penalty: 5120.217773
Iteration 35Q: 3 clusters Score -3953482 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4867 members
Mstep: Class 2 contains 25558 members
Entering Unmasked Estep
Score: -3953491.250000 Penalty: 5120.217773
Iteration 36Q: 3 clusters Score -3953491 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4749 members
Mstep: Class 2 contains 25676 members
Entering Unmasked Estep
Score: -3953518.250000 Penalty: 5120.217773
Iteration 37Q: 3 clusters Score -3953518 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4638 members
Mstep: Class 2 contains 25787 members
Entering Unmasked Estep
Score: -3953553.750000 Penalty: 5120.217773
Iteration 38Q: 3 clusters Score -3953554 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4521 members
Mstep: Class 2 contains 25904 members
Entering Unmasked Estep
Score: -3953588.250000 Penalty: 5120.217773
Iteration 39Q: 3 clusters Score -3953588 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4414 members
Mstep: Class 2 contains 26011 members
Entering Unmasked Estep
Score: -3953607.750000 Penalty: 5120.217773
Iteration 40F: 3 clusters Score -3953608 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4311 members
Mstep: Class 2 contains 26114 members
Entering Unmasked Estep
Score: -3953631.500000 Penalty: 5120.217773
Iteration 41Q: 3 clusters Score -3953632 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4206 members
Mstep: Class 2 contains 26219 members
Entering Unmasked Estep
Score: -3953658.250000 Penalty: 5120.217773
Iteration 42Q: 3 clusters Score -3953658 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4090 members
Mstep: Class 2 contains 26335 members
Entering Unmasked Estep
Score: -3953677.250000 Penalty: 5120.217773
Iteration 43Q: 3 clusters Score -3953677 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3972 members
Mstep: Class 2 contains 26453 members
Entering Unmasked Estep
Score: -3953705.000000 Penalty: 5120.217773
Iteration 44Q: 3 clusters Score -3953705 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3858 members
Mstep: Class 2 contains 26567 members
Entering Unmasked Estep
Score: -3953733.250000 Penalty: 5120.217773
Iteration 45Q: 3 clusters Score -3953733 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3748 members
Mstep: Class 2 contains 26677 members
Entering Unmasked Estep
Score: -3953758.250000 Penalty: 5120.217773
Iteration 46Q: 3 clusters Score -3953758 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3650 members
Mstep: Class 2 contains 26775 members
Entering Unmasked Estep
Score: -3953780.000000 Penalty: 5120.217773
Iteration 47Q: 3 clusters Score -3953780 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3554 members
Mstep: Class 2 contains 26871 members
Entering Unmasked Estep
Score: -3953801.500000 Penalty: 5120.217773
Iteration 48Q: 3 clusters Score -3953802 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3454 members
Mstep: Class 2 contains 26971 members
Entering Unmasked Estep
Score: -3953823.000000 Penalty: 5120.217773
Iteration 49Q: 3 clusters Score -3953823 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3362 members
Mstep: Class 2 contains 27063 members
Entering Unmasked Estep
Score: -3953843.500000 Penalty: 5120.217773
Iteration 50Q: 3 clusters Score -3953844 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3281 members
Mstep: Class 2 contains 27144 members
Entering Unmasked Estep
Score: -3953857.750000 Penalty: 5120.217773
Iteration 51Q: 3 clusters Score -3953858 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3210 members
Mstep: Class 2 contains 27215 members
Entering Unmasked Estep
Score: -3953891.500000 Penalty: 5120.217773
Iteration 52Q: 3 clusters Score -3953892 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3138 members
Mstep: Class 2 contains 27287 members
Entering Unmasked Estep
Score: -3953916.500000 Penalty: 5120.217773
Iteration 53Q: 3 clusters Score -3953916 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3067 members
Mstep: Class 2 contains 27358 members
Entering Unmasked Estep
Score: -3953930.000000 Penalty: 5120.217773
Iteration 54Q: 3 clusters Score -3953930 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3009 members
Mstep: Class 2 contains 27416 members
Entering Unmasked Estep
Score: -3953940.000000 Penalty: 5120.217773
Iteration 55Q: 3 clusters Score -3953940 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2950 members
Mstep: Class 2 contains 27475 members
Entering Unmasked Estep
Score: -3953956.250000 Penalty: 5120.217773
Iteration 56Q: 3 clusters Score -3953956 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2885 members
Mstep: Class 2 contains 27540 members
Entering Unmasked Estep
Score: -3953955.750000 Penalty: 5120.217773
Iteration 57Q: 3 clusters Score -3953956 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2819 members
Mstep: Class 2 contains 27606 members
Entering Unmasked Estep
Score: -3953977.000000 Penalty: 5120.217773
Iteration 58Q: 3 clusters Score -3953977 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2759 members
Mstep: Class 2 contains 27666 members
Entering Unmasked Estep
Score: -3953983.500000 Penalty: 5120.217773
Iteration 59Q: 3 clusters Score -3953984 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2714 members
Mstep: Class 2 contains 27711 members
Entering Unmasked Estep
Score: -3953997.750000 Penalty: 5120.217773
Iteration 60F: 3 clusters Score -3953998 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2681 members
Mstep: Class 2 contains 27744 members
Entering Unmasked Estep
Score: -3953999.500000 Penalty: 5120.217773
Iteration 61Q: 3 clusters Score -3954000 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2656 members
Mstep: Class 2 contains 27769 members
Entering Unmasked Estep
Score: -3954013.000000 Penalty: 5120.217773
Iteration 62Q: 3 clusters Score -3954013 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2632 members
Mstep: Class 2 contains 27793 members
Entering Unmasked Estep
Score: -3954003.500000 Penalty: 5120.217773
Iteration 63Q: 3 clusters Score -3954004 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2611 members
Mstep: Class 2 contains 27814 members
Entering Unmasked Estep
Score: -3954006.250000 Penalty: 5120.217773
Iteration 64Q: 3 clusters Score -3954006 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2586 members
Mstep: Class 2 contains 27839 members
Entering Unmasked Estep
Score: -3954006.250000 Penalty: 5120.217773
Iteration 65Q: 3 clusters Score -3954006 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2558 members
Mstep: Class 2 contains 27867 members
Entering Unmasked Estep
Score: -3954014.500000 Penalty: 5120.217773
Iteration 66Q: 3 clusters Score -3954014 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2536 members
Mstep: Class 2 contains 27889 members
Entering Unmasked Estep
Score: -3954020.000000 Penalty: 5120.217773
Iteration 67Q: 3 clusters Score -3954020 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2517 members
Mstep: Class 2 contains 27908 members
Entering Unmasked Estep
Score: -3954014.500000 Penalty: 5120.217773
Iteration 68Q: 3 clusters Score -3954014 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2491 members
Mstep: Class 2 contains 27934 members
Entering Unmasked Estep
Score: -3954027.250000 Penalty: 5120.217773
Iteration 69Q: 3 clusters Score -3954027 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2462 members
Mstep: Class 2 contains 27963 members
Entering Unmasked Estep
Score: -3954024.750000 Penalty: 5120.217773
Iteration 70Q: 3 clusters Score -3954025 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2442 members
Mstep: Class 2 contains 27983 members
Entering Unmasked Estep
Score: -3954029.750000 Penalty: 5120.217773
Iteration 71Q: 3 clusters Score -3954030 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2425 members
Mstep: Class 2 contains 28000 members
Entering Unmasked Estep
Score: -3954035.750000 Penalty: 5120.217773
Iteration 72Q: 3 clusters Score -3954036 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2414 members
Mstep: Class 2 contains 28011 members
Entering Unmasked Estep
Score: -3954039.250000 Penalty: 5120.217773
Iteration 73Q: 3 clusters Score -3954039 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2407 members
Mstep: Class 2 contains 28018 members
Entering Unmasked Estep
Score: -3954038.500000 Penalty: 5120.217773
Iteration 74Q: 3 clusters Score -3954038 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2398 members
Mstep: Class 2 contains 28027 members
Entering Unmasked Estep
Score: -3954036.750000 Penalty: 5120.217773
Iteration 75Q: 3 clusters Score -3954037 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2387 members
Mstep: Class 2 contains 28038 members
Entering Unmasked Estep
Score: -3954041.750000 Penalty: 5120.217773
Iteration 76Q: 3 clusters Score -3954042 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2376 members
Mstep: Class 2 contains 28049 members
Entering Unmasked Estep
Score: -3954048.250000 Penalty: 5120.217773
Iteration 77Q: 3 clusters Score -3954048 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2364 members
Mstep: Class 2 contains 28061 members
Entering Unmasked Estep
Score: -3954048.000000 Penalty: 5120.217773
Iteration 78Q: 3 clusters Score -3954048 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2359 members
Mstep: Class 2 contains 28066 members
Entering Unmasked Estep
Score: -3954045.750000 Penalty: 5120.217773
Iteration 79Q: 3 clusters Score -3954046 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2356 members
Mstep: Class 2 contains 28069 members
Entering Unmasked Estep
Score: -3954047.750000 Penalty: 5120.217773
Iteration 80F: 3 clusters Score -3954048 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2352 members
Mstep: Class 2 contains 28073 members
Entering Unmasked Estep
Score: -3954050.500000 Penalty: 5120.217773
Iteration 81Q: 3 clusters Score -3954050 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2350 members
Mstep: Class 2 contains 28075 members
Entering Unmasked Estep
Score: -3954053.750000 Penalty: 5120.217773
Iteration 82Q: 3 clusters Score -3954054 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2347 members
Mstep: Class 2 contains 28078 members
Entering Unmasked Estep
Score: -3954055.750000 Penalty: 5120.217773
Iteration 83Q: 3 clusters Score -3954056 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2345 members
Mstep: Class 2 contains 28080 members
Entering Unmasked Estep
Score: -3954054.000000 Penalty: 5120.217773
Iteration 84Q: 3 clusters Score -3954054 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2344 members
Mstep: Class 2 contains 28081 members
Entering Unmasked Estep
Score: -3954054.000000 Penalty: 5120.217773
Iteration 85Q: 3 clusters Score -3954054 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2343 members
Mstep: Class 2 contains 28082 members
Entering Unmasked Estep
Score: -3954053.250000 Penalty: 5120.217773
Iteration 86Q: 3 clusters Score -3954053 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2341 members
Mstep: Class 2 contains 28084 members
Entering Unmasked Estep
Score: -3954053.500000 Penalty: 5120.217773
Iteration 87Q: 3 clusters Score -3954054 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2339 members
Mstep: Class 2 contains 28086 members
Entering Unmasked Estep
Score: -3954052.750000 Penalty: 5120.217773
Iteration 88Q: 3 clusters Score -3954053 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2337 members
Mstep: Class 2 contains 28088 members
Entering Unmasked Estep
Score: -3954052.750000 Penalty: 5120.217773
Iteration 89Q: 3 clusters Score -3954053 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2337 members
Mstep: Class 2 contains 28088 members
Entering Unmasked Estep
Score: -3954052.750000 Penalty: 5120.217773
Iteration 90F: 3 clusters Score -3954053 nChanged 0
Entering ConstructFrom:
Trying to split cluster 21 (770 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 770 members
Entering Unmasked Estep
Score: -85593.164062 Penalty: 1648.304810
Iteration 0F: 2 clusters Score -85593.16 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 364 members
Mstep: Class 2 contains 406 members
Entering Unmasked Estep
Score: -83863.164062 Penalty: 3296.609619
Iteration 0F: 3 clusters Score -83863.16 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 359 members
Mstep: Class 2 contains 411 members
Entering Unmasked Estep
Score: -84136.500000 Penalty: 3296.609619
Iteration 1F: 3 clusters Score -84136.5 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 355 members
Mstep: Class 2 contains 415 members
Entering Unmasked Estep
Score: -84290.515625 Penalty: 3296.609619
Iteration 2F: 3 clusters Score -84290.52 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 348 members
Mstep: Class 2 contains 422 members
Entering Unmasked Estep
Score: -84508.312500 Penalty: 3296.609619
Iteration 3F: 3 clusters Score -84508.31 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 320 members
Mstep: Class 2 contains 450 members
Entering Unmasked Estep
Score: -84744.515625 Penalty: 3296.609619
Iteration 4F: 3 clusters Score -84744.52 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 278 members
Mstep: Class 2 contains 492 members
Entering Unmasked Estep
Score: -85084.843750 Penalty: 3296.609619
Iteration 5F: 3 clusters Score -85084.84 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 263 members
Mstep: Class 2 contains 507 members
Entering Unmasked Estep
Score: -85652.523438 Penalty: 3296.609619
Iteration 6F: 3 clusters Score -85652.52 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 268 members
Mstep: Class 2 contains 502 members
Entering Unmasked Estep
Score: -86381.851562 Penalty: 3296.609619
Iteration 7F: 3 clusters Score -86381.85 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 267 members
Mstep: Class 2 contains 503 members
Entering Unmasked Estep
Score: -86559.906250 Penalty: 3296.609619
Iteration 8Q: 3 clusters Score -86559.91 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 265 members
Mstep: Class 2 contains 505 members
Entering Unmasked Estep
Score: -86626.359375 Penalty: 3296.609619
Iteration 9Q: 3 clusters Score -86626.36 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 264 members
Mstep: Class 2 contains 506 members
Entering Unmasked Estep
Score: -86763.851562 Penalty: 3296.609619
Iteration 10Q: 3 clusters Score -86763.85 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 264 members
Mstep: Class 2 contains 506 members
Entering Unmasked Estep
Score: -86763.851562 Penalty: 3296.609619
Iteration 11F: 3 clusters Score -86763.85 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171180 members
Mstep: Class 3 contains 166635 members
Mstep: Class 4 contains 178243 members
Mstep: Class 5 contains 1198 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68894 members
Mstep: Class 8 contains 25659 members
Mstep: Class 9 contains 174140 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176193 members
Mstep: Class 13 contains 19187 members
Mstep: Class 14 contains 185854 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9021 members
Mstep: Class 17 contains 57098 members
Mstep: Class 18 contains 30240 members
Mstep: Class 19 contains 14309 members
Mstep: Class 20 contains 30425 members
Mstep: Class 21 contains 264 members
Mstep: Class 22 contains 506 members
Entering Unmasked Estep
Score: -166430656.000000 Penalty: 76877.992188
Splitting cluster 21 changes total score from -166431440.000000 to -166430656.000000
So it's not getting split.
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171180 members
Mstep: Class 3 contains 166635 members
Mstep: Class 4 contains 178243 members
Mstep: Class 5 contains 1198 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68894 members
Mstep: Class 8 contains 25659 members
Mstep: Class 9 contains 174140 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176193 members
Mstep: Class 13 contains 19187 members
Mstep: Class 14 contains 185854 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9021 members
Mstep: Class 17 contains 57098 members
Mstep: Class 18 contains 30240 members
Mstep: Class 19 contains 14309 members
Mstep: Class 20 contains 30425 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166431552.000000 Penalty: 73383.539062
Iteration 119Q: 22 clusters Score -1.664316e+08 nChanged 2253
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171149 members
Mstep: Class 3 contains 166661 members
Mstep: Class 4 contains 178250 members
Mstep: Class 5 contains 1201 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68897 members
Mstep: Class 8 contains 25654 members
Mstep: Class 9 contains 174070 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176170 members
Mstep: Class 13 contains 19192 members
Mstep: Class 14 contains 185832 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9020 members
Mstep: Class 17 contains 57134 members
Mstep: Class 18 contains 30260 members
Mstep: Class 19 contains 14309 members
Mstep: Class 20 contains 30477 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166431680.000000 Penalty: 73383.539062
Iteration 120F: 22 clusters Score -1.664317e+08 nChanged 2099
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171095 members
Mstep: Class 3 contains 166670 members
Mstep: Class 4 contains 178256 members
Mstep: Class 5 contains 1201 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68911 members
Mstep: Class 8 contains 25650 members
Mstep: Class 9 contains 174015 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176138 members
Mstep: Class 13 contains 19196 members
Mstep: Class 14 contains 185855 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9017 members
Mstep: Class 17 contains 57150 members
Mstep: Class 18 contains 30284 members
Mstep: Class 19 contains 14310 members
Mstep: Class 20 contains 30528 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166431872.000000 Penalty: 73383.539062
Iteration 121Q: 22 clusters Score -1.664319e+08 nChanged 2001
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171095 members
Mstep: Class 3 contains 166689 members
Mstep: Class 4 contains 178214 members
Mstep: Class 5 contains 1201 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68912 members
Mstep: Class 8 contains 25640 members
Mstep: Class 9 contains 173989 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4427 members
Mstep: Class 12 contains 176035 members
Mstep: Class 13 contains 19207 members
Mstep: Class 14 contains 185916 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9016 members
Mstep: Class 17 contains 57194 members
Mstep: Class 18 contains 30301 members
Mstep: Class 19 contains 14305 members
Mstep: Class 20 contains 30562 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432160.000000 Penalty: 73383.539062
Iteration 122Q: 22 clusters Score -1.664322e+08 nChanged 1868
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171121 members
Mstep: Class 3 contains 166708 members
Mstep: Class 4 contains 178128 members
Mstep: Class 5 contains 1201 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68903 members
Mstep: Class 8 contains 25630 members
Mstep: Class 9 contains 173970 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4426 members
Mstep: Class 12 contains 175979 members
Mstep: Class 13 contains 19217 members
Mstep: Class 14 contains 185965 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9015 members
Mstep: Class 17 contains 57231 members
Mstep: Class 18 contains 30311 members
Mstep: Class 19 contains 14302 members
Mstep: Class 20 contains 30596 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432432.000000 Penalty: 73383.539062
Iteration 123Q: 22 clusters Score -1.664324e+08 nChanged 1849
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171170 members
Mstep: Class 3 contains 166726 members
Mstep: Class 4 contains 178028 members
Mstep: Class 5 contains 1202 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68895 members
Mstep: Class 8 contains 25635 members
Mstep: Class 9 contains 173970 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4426 members
Mstep: Class 12 contains 175909 members
Mstep: Class 13 contains 19224 members
Mstep: Class 14 contains 186006 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9014 members
Mstep: Class 17 contains 57258 members
Mstep: Class 18 contains 30321 members
Mstep: Class 19 contains 14289 members
Mstep: Class 20 contains 30630 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432608.000000 Penalty: 73383.539062
Iteration 124Q: 22 clusters Score -1.664326e+08 nChanged 1721
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171193 members
Mstep: Class 3 contains 166716 members
Mstep: Class 4 contains 177956 members
Mstep: Class 5 contains 1202 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68890 members
Mstep: Class 8 contains 25634 members
Mstep: Class 9 contains 173976 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4426 members
Mstep: Class 12 contains 175878 members
Mstep: Class 13 contains 19234 members
Mstep: Class 14 contains 186041 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 9010 members
Mstep: Class 17 contains 57285 members
Mstep: Class 18 contains 30333 members
Mstep: Class 19 contains 14274 members
Mstep: Class 20 contains 30655 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432736.000000 Penalty: 73383.539062
Iteration 125Q: 22 clusters Score -1.664327e+08 nChanged 1713
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171242 members
Mstep: Class 3 contains 166702 members
Mstep: Class 4 contains 177887 members
Mstep: Class 5 contains 1203 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68872 members
Mstep: Class 8 contains 25630 members
Mstep: Class 9 contains 174006 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175798 members
Mstep: Class 13 contains 19232 members
Mstep: Class 14 contains 186069 members
Mstep: Class 15 contains 963 members
Mstep: Class 16 contains 9003 members
Mstep: Class 17 contains 57316 members
Mstep: Class 18 contains 30360 members
Mstep: Class 19 contains 14261 members
Mstep: Class 20 contains 30698 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432864.000000 Penalty: 73383.539062
Iteration 126Q: 22 clusters Score -1.664329e+08 nChanged 1593
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171299 members
Mstep: Class 3 contains 166704 members
Mstep: Class 4 contains 177810 members
Mstep: Class 5 contains 1203 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68854 members
Mstep: Class 8 contains 25627 members
Mstep: Class 9 contains 174005 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175799 members
Mstep: Class 13 contains 19233 members
Mstep: Class 14 contains 186067 members
Mstep: Class 15 contains 963 members
Mstep: Class 16 contains 8999 members
Mstep: Class 17 contains 57336 members
Mstep: Class 18 contains 30365 members
Mstep: Class 19 contains 14249 members
Mstep: Class 20 contains 30729 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166433136.000000 Penalty: 73383.539062
Iteration 127Q: 22 clusters Score -1.664331e+08 nChanged 1580
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171354 members
Mstep: Class 3 contains 166715 members
Mstep: Class 4 contains 177698 members
Mstep: Class 5 contains 1203 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68833 members
Mstep: Class 8 contains 25619 members
Mstep: Class 9 contains 174015 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175796 members
Mstep: Class 13 contains 19234 members
Mstep: Class 14 contains 186076 members
Mstep: Class 15 contains 963 members
Mstep: Class 16 contains 8995 members
Mstep: Class 17 contains 57364 members
Mstep: Class 18 contains 30380 members
Mstep: Class 19 contains 14241 members
Mstep: Class 20 contains 30756 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432880.000000 Penalty: 73383.539062
Iteration 128Q: 22 clusters Score -1.664329e+08 nChanged 1582
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171407 members
Mstep: Class 3 contains 166728 members
Mstep: Class 4 contains 177623 members
Mstep: Class 5 contains 1203 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68820 members
Mstep: Class 8 contains 25609 members
Mstep: Class 9 contains 174001 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175779 members
Mstep: Class 13 contains 19242 members
Mstep: Class 14 contains 186072 members
Mstep: Class 15 contains 963 members
Mstep: Class 16 contains 8993 members
Mstep: Class 17 contains 57381 members
Mstep: Class 18 contains 30395 members
Mstep: Class 19 contains 14224 members
Mstep: Class 20 contains 30802 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166433104.000000 Penalty: 73383.539062
Iteration 129Q: 22 clusters Score -1.664331e+08 nChanged 1469
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171457 members
Mstep: Class 3 contains 166744 members
Mstep: Class 4 contains 177521 members
Mstep: Class 5 contains 1204 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68820 members
Mstep: Class 8 contains 25599 members
Mstep: Class 9 contains 173998 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175810 members
Mstep: Class 13 contains 19248 members
Mstep: Class 14 contains 186021 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 8989 members
Mstep: Class 17 contains 57399 members
Mstep: Class 18 contains 30412 members
Mstep: Class 19 contains 14212 members
Mstep: Class 20 contains 30844 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166433232.000000 Penalty: 73383.539062
Iteration 130Q: 22 clusters Score -1.664332e+08 nChanged 1426
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171537 members
Mstep: Class 3 contains 166773 members
Mstep: Class 4 contains 177409 members
Mstep: Class 5 contains 1205 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68816 members
Mstep: Class 8 contains 25579 members
Mstep: Class 9 contains 173944 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175817 members
Mstep: Class 13 contains 19258 members
Mstep: Class 14 contains 186045 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 8985 members
Mstep: Class 17 contains 57415 members
Mstep: Class 18 contains 30419 members
Mstep: Class 19 contains 14201 members
Mstep: Class 20 contains 30875 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432976.000000 Penalty: 73383.539062
Iteration 131Q: 22 clusters Score -1.66433e+08 nChanged 1430
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171590 members
Mstep: Class 3 contains 166830 members
Mstep: Class 4 contains 177269 members
Mstep: Class 5 contains 1205 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68812 members
Mstep: Class 8 contains 25571 members
Mstep: Class 9 contains 173905 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175827 members
Mstep: Class 13 contains 19261 members
Mstep: Class 14 contains 186073 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 8982 members
Mstep: Class 17 contains 57431 members
Mstep: Class 18 contains 30425 members
Mstep: Class 19 contains 14187 members
Mstep: Class 20 contains 30910 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166433056.000000 Penalty: 73383.539062
Iteration 132Q: 22 clusters Score -1.664331e+08 nChanged 1447
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171643 members
Mstep: Class 3 contains 166858 members
Mstep: Class 4 contains 177155 members
Mstep: Class 5 contains 1205 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68796 members
Mstep: Class 8 contains 25563 members
Mstep: Class 9 contains 173875 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175844 members
Mstep: Class 13 contains 19263 members
Mstep: Class 14 contains 186091 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 8975 members
Mstep: Class 17 contains 57450 members
Mstep: Class 18 contains 30423 members
Mstep: Class 19 contains 14179 members
Mstep: Class 20 contains 30958 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166433120.000000 Penalty: 73383.539062
Iteration 133Q: 22 clusters Score -1.664331e+08 nChanged 1436
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171716 members
Mstep: Class 3 contains 166907 members
Mstep: Class 4 contains 177029 members
Mstep: Class 5 contains 1205 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68784 members
Mstep: Class 8 contains 25562 members
Mstep: Class 9 contains 173820 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175817 members
Mstep: Class 13 contains 19263 members
Mstep: Class 14 contains 186113 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 8967 members
Mstep: Class 17 contains 57471 members
Mstep: Class 18 contains 30435 members
Mstep: Class 19 contains 14181 members
Mstep: Class 20 contains 31008 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432896.000000 Penalty: 73383.539062
Iteration 134Q: 22 clusters Score -1.664329e+08 nChanged 1394
Entering Unmasked Mstep
Mstep: Class 0 contains 16 members
Mstep: Class 1 contains 1081 members
Mstep: Class 2 contains 171833 members
Mstep: Class 3 contains 166953 members
Mstep: Class 4 contains 176893 members
Mstep: Class 5 contains 1205 members
Mstep: Class 6 contains 631 members
Mstep: Class 7 contains 68756 members
Mstep: Class 8 contains 25562 members
Mstep: Class 9 contains 173794 members
Mstep: Class 10 contains 406 members
Mstep: Class 11 contains 4425 members
Mstep: Class 12 contains 175758 members
Mstep: Class 13 contains 19265 members
Mstep: Class 14 contains 186148 members
Mstep: Class 15 contains 964 members
Mstep: Class 16 contains 8962 members
Mstep: Class 17 contains 57486 members
Mstep: Class 18 contains 30441 members
Mstep: Class 19 contains 14166 members
Mstep: Class 20 contains 31056 members
Mstep: Class 21 contains 770 members
Entering Unmasked Estep
ConsiderDeletion
Score: -166432944.000000 Penalty: 7